[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-davila7-evaluation-bigcode-evaluation-harness-de":3,"guides-for-davila7-evaluation-bigcode-evaluation-harness":11518,"similar-k17760xdb6vz3kg5y1ejgrv6c986mdrg-de":11519},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":246,"isFallback":226,"parentExtension":252,"providers":253,"relations":258,"repo":260,"tags":11515,"workflow":11516},1778685991755.7104,"k17760xdb6vz3kg5y1ejgrv6c986mdrg",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.",{"claudeCode":12},"davila7/claude-code-templates","evaluating-code-models","https://github.com/davila7/claude-code-templates",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":224,"workflow":244},1778687067336.222,"kn7f7gat904f3bypc4z9a5r0qd86mzt8","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"promptVersionExtension":205,"promptVersionScoring":206,"purpose":207,"rationale":208,"score":209,"summary":210,"tags":211,"targetMarket":217,"tier":218,"useCases":219},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,90,94,99,103,107,110,113,116,120,123,126,129,132,135,138,142,146,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the extension evaluates code generation models across specific benchmarks and metrics, identifying a clear user problem: benchmarking and comparing code models.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The extension provides a specialized harness for code generation evaluation, going beyond basic LLM interaction and offering value for benchmarking code models with specific metrics and industry standards.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The extension is production-ready, offering comprehensive tooling and instructions for evaluating code generation models across multiple benchmarks, including setup and execution guidance.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The extension focuses on the specific domain of evaluating code generation models across various benchmarks, adhering to a single responsibility principle.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the extension's capabilities and purpose, mentioning specific benchmarks, metrics, and its use as an industry standard.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This is a skill extension, not a tool-based MCP, so the concept of scoped tools does not apply directly.",{"category":45,"check":46,"severity":24,"summary":47},"Documentation","Configuration & parameter reference","The SKILL.md provides a comprehensive command reference with default values and clear descriptions for all arguments.",{"category":33,"check":49,"severity":42,"summary":50},"Tool naming","This is a skill extension, not a tool-based MCP, so tool naming conventions do not apply.",{"category":33,"check":52,"severity":42,"summary":53},"Minimal I/O surface","As a skill extension, it does not expose specific tools with input/output schemas in the same way an MCP would.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The license is MIT, clearly stated in the LICENSE file and referenced in SKILL.md and README.md, allowing for broad usability.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The last commit was on 2026-05-13, indicating recent maintenance within the last 3 months.",{"category":59,"check":63,"severity":24,"summary":64},"Dependency Management","The SKILL.md lists dependencies with version specifiers (e.g., transformers>=4.25.1), and the presence of a lockfile implies managed dependencies.",{"category":66,"check":67,"severity":42,"summary":68},"Security","Secret Management","The extension does not appear to handle or expose secrets.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The extension primarily operates on code and datasets provided within its bundle or via HuggingFace, with no indication of loading untrusted external code as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The extension relies on bundled datasets and HuggingFace models; runtime fetching of arbitrary code or data is not evident.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The extension's operations are contained within the evaluation harness, and when code execution is enabled, it's typically managed within isolated environments like Docker, preventing outside file modifications.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No evidence of detached-process spawns or deny-retry loops is found in the provided SKILL.md.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The extension focuses on model evaluation and does not appear to have mechanisms for exfiltrating confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The bundled content and descriptions appear free of hidden-steering tricks or obfuscated instructions.",{"category":66,"check":88,"severity":24,"summary":89},"Opaque code execution","The provided SKILL.md does not indicate any obfuscated code execution; the code appears to be standard Python.",{"category":91,"check":92,"severity":24,"summary":93},"Portability","Structural Assumption","The extension relies on standard Python environments and HuggingFace datasets, making few assumptions about the user's project structure outside of these.",{"category":95,"check":96,"severity":97,"summary":98},"Trust","Issues Attention","warning","With 17 issues opened and 4 closed in the last 90 days, the closure rate is below 50%, indicating slower attention to issues.",{"category":100,"check":101,"severity":24,"summary":102},"Versioning","Release Management","The extension has a `version: 1.0.0` in its frontmatter and a `CHANGELOG.md`, indicating clear release management.",{"category":104,"check":105,"severity":24,"summary":106},"Code Execution","Validation","The SKILL.md and reference files detail argument validation and handling, especially for the evaluation harness's command-line interface.",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","The extension is primarily for evaluation and analysis, not destructive operations; code execution is managed within safe environments.",{"category":104,"check":111,"severity":24,"summary":112},"Error Handling","The SKILL.md references troubleshooting for common errors and issues, implying robust error handling within the harness and its underlying libraries.",{"category":104,"check":114,"severity":24,"summary":115},"Logging","The evaluation harness provides options to save generations and metric outputs, serving as a form of audit logging for the evaluation process.",{"category":117,"check":118,"severity":42,"summary":119},"Compliance","GDPR","The extension evaluates code generation models and does not process personal data.",{"category":117,"check":121,"severity":24,"summary":122},"Target market","The extension is a general-purpose code evaluation tool with no regional or jurisdictional limitations; targetMarket is global.",{"category":91,"check":124,"severity":24,"summary":125},"Runtime stability","The extension relies on standard Python and HuggingFace libraries, with clear installation instructions and Docker options for consistent execution.",{"category":45,"check":127,"severity":24,"summary":128},"README","The README.md is comprehensive, including badges, quick installation, component details, tools, documentation links, and contribution guidelines.",{"category":33,"check":130,"severity":42,"summary":131},"Tool surface size","This is a skill extension, not a collection of tools, so tool surface size is not applicable.",{"category":40,"check":133,"severity":42,"summary":134},"Overlapping near-synonym tools","As a skill extension, it does not expose multiple tools with overlapping functionalities.",{"category":45,"check":136,"severity":24,"summary":137},"Phantom features","All advertised features, such as support for specific benchmarks and metrics, are directly implemented and detailed in the SKILL.md and README.",{"category":139,"check":140,"severity":24,"summary":141},"Install","Installation instruction","The README.md provides clear installation instructions using `pip` and `accelerate`, along with copy-pasteable invocation examples.",{"category":143,"check":144,"severity":24,"summary":145},"Errors","Actionable error messages","The 'Common Issues and Troubleshooting' section in the SKILL.md provides detailed explanations of potential errors and actionable solutions.",{"category":147,"check":148,"severity":24,"summary":149},"Execution","Pinned dependencies","Dependencies are listed with version specifiers, and the presence of a lockfile suggests pinned dependencies for predictable execution.",{"category":33,"check":151,"severity":42,"summary":152},"Dry-run preview","The extension is primarily for analysis and does not perform state-changing operations that would require a dry-run mode.",{"category":154,"check":155,"severity":42,"summary":156},"Protocol","Idempotent retry & timeouts","The extension does not involve remote calls or state-changing operations that would require idempotency or timeouts.",{"category":117,"check":158,"severity":24,"summary":159},"Telemetry opt-in","There is no indication of telemetry collection; if any were present, the MIT license and open-source nature would imply opt-in.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The description clearly defines the extension's purpose (evaluating code generation models), lists specific benchmarks, and provides clear usage scenarios and alternatives.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The SKILL.md frontmatter is concise, self-contained, and accurately summarizes the core capability with relevant tags.",{"category":45,"check":167,"severity":24,"summary":168},"Concise Body","The SKILL.md is well-structured, uses progressive disclosure by linking to reference files, and avoids excessive bloat in the main instruction body.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","The SKILL.md effectively uses `references/` files for detailed guides on custom tasks, benchmarks, and troubleshooting, adhering to progressive disclosure.",{"category":170,"check":174,"severity":42,"summary":175},"Forked exploration","The skill's workflow is not focused on deep exploration or code review that would necessitate a forked context.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The SKILL.md and README.md provide numerous end-to-end examples for various benchmarks, model configurations, and common workflows.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The 'Common Issues and Troubleshooting' section in the SKILL.md effectively documents common failure modes, symptoms, and recovery steps.",{"category":104,"check":183,"severity":42,"summary":184},"Tool Fallback","The extension does not appear to rely on external MCPs or custom tools that would require fallbacks.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The troubleshooting guide implies that unexpected states will lead to errors, and the use of Docker for execution mitigates risks.",{"category":91,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The extension is self-contained for its purpose of code evaluation and does not implicitly rely on other skills.",1778687067219,"This skill extension provides a comprehensive framework, the BigCode Evaluation Harness, for evaluating the performance of code generation models. It supports numerous industry-standard benchmarks like HumanEval, MBPP, and MultiPL-E, offering detailed instructions for setup, execution, and analysis of results, including multi-language support and handling of instruction-tuned models.",[195,196,197,198,199],"Evaluates code generation models","Supports HumanEval, MBPP, MultiPL-E, and 15+ benchmarks","Measures pass@k metrics","Provides multi-language evaluation","Includes instruction-tuned model evaluation",[201,202,203,204],"General LLM benchmarking (e.g., MMLU, GSM8K)","Real-world issue resolution (e.g., SWE-bench)","Code understanding tasks (e.g., CodeXGLUE)","Evaluating code's efficiency without functional correctness","3.0.0","4.4.0","To provide a standardized and reproducible method for evaluating and benchmarking code generation models using industry-standard datasets and metrics.","The extension has a high level of documentation, clear examples, and a well-defined scope. The only minor finding is the issue closure rate.",95,"A robust and well-documented skill for evaluating code generation models across multiple benchmarks.",[212,213,214,215,216],"evaluation","code-generation","benchmarking","huggingface","bigcode","global","community",[220,221,222,223],"Benchmarking code generation models","Comparing the coding abilities of different models","Testing multi-language code generation support","Measuring the functional correctness and quality of generated code",{"codeQuality":225,"collectedAt":227,"documentation":228,"maintenance":231,"popularity":238,"security":240,"testCoverage":243},{"hasLockfile":226},true,1778687047232,{"descriptionLength":229,"readmeSize":230},313,8747,{"closedIssues90d":232,"forks":233,"hasChangelog":226,"manifestVersion":234,"openIssues90d":235,"pushedAt":236,"stars":237},4,2767,"1.0.0",17,1778680398000,27247,{"npmDownloads":239},22957,{"hasNpmPackage":226,"license":241,"smitheryVerified":242},"MIT",false,{"hasCi":226,"hasTests":226},{"updatedAt":245},1778687067336,{"basePath":247,"githubOwner":248,"githubRepo":249,"locale":18,"slug":250,"type":251},"cli-tool/components/skills/ai-research/evaluation-bigcode-evaluation-harness","davila7","claude-code-templates","evaluation-bigcode-evaluation-harness","skill",null,{"evaluate":254,"extract":256},{"promptVersionExtension":205,"promptVersionScoring":206,"score":209,"tags":255,"targetMarket":217,"tier":218},[212,213,214,215,216],{"commitSha":257},"HEAD",{"repoId":259},"kd71fzn4s7r0269fkw47wt670n86ndz0",{"_creationTime":261,"_id":259,"identity":262,"providers":263,"workflow":11510},1778685971275.0405,{"githubOwner":248,"githubRepo":249,"sourceUrl":14},{"classify":264,"discover":11497,"extract":11500,"github":11501,"npm":11509},{"commitSha":257,"extensions":265},[266,277,286,294,302,310,318,326,334,342,350,358,366,379,392,406,419,427,435,443,451,459,467,475,483,491,499,507,519,530,538,559,567,577,585,599,615,644,654,664,678,692,702,716,728,738,753,769,785,801,811,826,835,861,880,894,908,921,934,944,954,964,977,985,993,1001,1009,1017,1174,1187,1198,1209,1220,1228,1336,1349,1363,1376,1391,1404,1417,1430,1445,1455,1465,1475,1484,1494,1504,1514,1524,1534,1548,1558,1572,1583,1593,1605,1615,1623,1632,1645,1656,1672,1686,1696,1706,1722,1732,1740,1748,1756,1769,1782,1795,1807,1831,1839,1847,1868,1877,1885,1895,1903,1912,1922,1932,1940,1948,1956,1964,1978,1992,2002,2010,2018,2034,2042,2052,2060,2068,2076,2122,2130,2141,2150,2168,2176,2184,2204,2212,2220,2228,2246,2254,2262,2270,2278,2286,2294,2304,2312,2320,2328,2336,2344,2352,2360,2368,2376,2384,2398,2408,2416,2424,2432,2440,2450,2458,2466,2474,2482,2490,2498,2506,2519,2533,2542,2562,2579,2587,2604,2613,2632,2651,2663,2672,2680,2688,2696,2704,2712,2720,2728,2736,2744,2752,2760,2785,2793,2844,2858,2878,2912,2920,2928,2936,2945,2953,2962,2972,2986,2996,3004,3024,3038,3052,3060,3068,3076,3084,3093,3101,3109,3117,3128,3192,3205,3215,3235,3244,3252,3260,3269,3285,3293,3301,3331,3349,3357,3365,3380,3388,3406,3422,3440,3448,3456,3464,3472,3480,3488,3496,3504,3512,3520,3528,3536,3544,3552,3560,3568,3576,3584,3592,3599,3607,3616,3628,3636,3644,3652,3660,3674,4301,4317,4325,4345,4354,4362,4375,4402,4410,4418,4428,4446,4454,4462,4484,4497,4510,4518,4533,4541,4560,4568,4576,4586,4594,4602,4610,4618,4626,4634,4642,4650,4718,4726,4734,4742,4758,4766,4774,4782,4790,4798,4806,4816,4826,4834,4890,4898,4919,4927,4935,4943,4951,4959,4967,4975,4991,4999,5025,5033,5043,5051,5060,5068,5076,5084,5092,5119,5127,5135,5143,5151,5163,5171,5179,5196,5216,5224,5232,5240,5248,5256,5265,5273,5281,5300,5308,5316,5324,5332,5340,5348,5357,5365,5375,5383,5391,5408,5416,5432,5450,5472,5491,5499,5507,5515,5523,5531,5539,5547,5557,5580,5588,5596,5609,5617,5662,5672,5680,5688,5696,5704,5712,5720,5730,5751,5771,5791,5811,5831,5851,5871,5891,5910,5930,5950,5970,5990,6010,6018,6026,6044,6073,6081,6089,6097,6116,6130,6154,6168,6176,6184,6192,6200,6208,6218,6226,6234,6250,6258,6266,6274,6289,6297,6305,6316,6326,6335,6352,6360,6368,6384,6397,6412,6420,6554,6562,6570,6578,6609,6625,6707,6728,6790,6799,6813,6824,6832,6849,6857,6865,6873,6884,6899,6908,6919,6930,6947,6958,6969,6986,6997,7008,7019,7030,7045,7056,7077,7085,7093,7101,7112,7120,7132,7146,7154,7179,7210,7226,7234,7242,7250,7258,7266,7274,7282,7290,7298,7306,7314,7323,7331,7364,7372,7380,7388,7396,7404,7413,7422,7430,7438,7446,7454,7463,7499,7507,7515,7523,7531,7539,7549,7571,7580,7588,7596,7616,7624,7643,7652,7661,7680,7689,7698,7706,7714,7722,7730,7738,7746,7754,7769,7777,7785,7793,7801,7809,7817,7846,7855,7872,7887,7909,7922,7937,7958,7969,7991,8006,8018,8029,8049,8083,8128,8194,8205,8216,8229,8240,8252,8271,8286,8306,8322,8343,8358,8382,8399,8419,8428,8439,8454,8469,8493,8516,8525,8543,8560,8570,8588,8598,8617,8627,8646,8665,8674,8691,8701,8711,8731,8743,8761,8779,8794,8812,8832,8853,8881,8895,8914,8928,8937,8966,8978,8994,9026,9068,9090,9105,9120,9135,9152,9172,9181,9192,9211,9231,9239,9257,9276,9289,9301,9321,9334,9351,9368,9386,9410,9431,9457,9476,9491,9509,9529,9544,9563,9574,9601,9612,9626,9636,9656,9671,9711,9739,9756,9765,9788,9808,9831,9844,9859,9880,9900,9919,9937,9949,9967,9987,10009,10024,10069,10078,10096,10118,10134,10168,10177,10186,10196,10204,10212,10220,10230,10238,10246,10256,10264,10272,10280,10288,10296,10304,10312,10320,10328,10336,10344,10352,10360,10368,10376,10384,10392,10400,10429,10448,10461,10469,10477,10485,10493,10501,10519,10527,10535,10547,10555,10563,10571,10579,10587,10595,10603,10611,10619,10627,10635,10645,10653,10661,10669,10677,10686,10696,10704,10714,10722,10730,10746,10758,10826,10852,10868,10880,10892,10910,10920,10930,10938,10946,10954,10962,10970,10978,10986,10994,11002,11010,11018,11026,11128,11137,11145,11153,11166,11174,11192,11200,11223,11231,11239,11247,11255,11263,11271,11279,11287,11295,11303,11311,11323,11331,11339,11347,11364,11378,11390,11405,11418,11431,11439,11447,11455,11463,11476,11484],{"basePath":267,"installMethods":268,"rationale":269,"selectedPaths":270,"source":274,"sourceLanguage":275,"type":276},"cli-tool/components",{"claudeCode":12},"marketplace.json at cli-tool/components/.claude-plugin/marketplace.json",[271],{"path":272,"priority":273},".claude-plugin/marketplace.json","mandatory","rule","fr","marketplace",{"basePath":278,"description":279,"displayName":280,"installMethods":281,"rationale":282,"selectedPaths":283,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-maestro/agent-management","Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to \"create agent\", \"list agents\", \"delete agent\", \"hibernate agent\", \"wake agent\", \"install plugin\", \"show agent\", \"restart agent\", or any agent lifecycle management task.","agent-management",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-maestro/agent-management/SKILL.md",[284],{"path":285,"priority":273},"SKILL.md",{"basePath":287,"description":288,"displayName":289,"installMethods":290,"rationale":291,"selectedPaths":292,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-maestro/agent-messaging","Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to \"send a message to an agent\", \"check agent inbox\", \"message another agent\", \"reply to a message\", \"notify an agent\", or any inter-agent communication task.","agent-messaging",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-maestro/agent-messaging/SKILL.md",[293],{"path":285,"priority":273},{"basePath":295,"description":296,"displayName":297,"installMethods":298,"rationale":299,"selectedPaths":300,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-maestro/docs-search","Search auto-generated codebase documentation for function signatures, API docs, class definitions, and code comments. Use when the user asks to \"search docs\", \"find documentation\", \"look up a function\", \"check the API\", or before implementing changes to verify correct signatures and patterns.","docs-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-maestro/docs-search/SKILL.md",[301],{"path":285,"priority":273},{"basePath":303,"description":304,"displayName":305,"installMethods":306,"rationale":307,"selectedPaths":308,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-maestro/graph-query","Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to \"find callers\", \"check dependencies\", \"what uses this\", \"show relationships\", \"find serializers\", or when reading code and needing to understand what depends on a component before modifications.","graph-query",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-maestro/graph-query/SKILL.md",[309],{"path":285,"priority":273},{"basePath":311,"description":312,"displayName":313,"installMethods":314,"rationale":315,"selectedPaths":316,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-maestro/memory-search","Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to \"search memory\", \"what did we discuss\", \"remember when\", \"find previous conversation\", \"check history\", or before starting work to recall prior decisions.","memory-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-maestro/memory-search/SKILL.md",[317],{"path":285,"priority":273},{"basePath":319,"description":320,"displayName":321,"installMethods":322,"rationale":323,"selectedPaths":324,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-maestro/planning","Create and manage persistent markdown planning files for structured task execution. Use when the user asks to \"create a plan\", \"track progress\", \"start a research project\", or when a task requires more than 5 tool calls and needs structured phase tracking to stay focused and avoid goal drift.","planning",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-maestro/planning/SKILL.md",[325],{"path":285,"priority":273},{"basePath":327,"description":328,"displayName":329,"installMethods":330,"rationale":331,"selectedPaths":332,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agent-evaluation","Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.","agent-evaluation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agent-evaluation/SKILL.md",[333],{"path":285,"priority":273},{"basePath":335,"description":336,"displayName":337,"installMethods":338,"rationale":339,"selectedPaths":340,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agent-manager-skill","Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.","agent-manager-skill",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agent-manager-skill/SKILL.md",[341],{"path":285,"priority":273},{"basePath":343,"description":344,"displayName":345,"installMethods":346,"rationale":347,"selectedPaths":348,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agent-memory-mcp","A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).","agent-memory-mcp",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agent-memory-mcp/SKILL.md",[349],{"path":285,"priority":273},{"basePath":351,"description":352,"displayName":353,"installMethods":354,"rationale":355,"selectedPaths":356,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agent-memory-systems","Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.  Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets.  The field is fragm","agent-memory-systems",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agent-memory-systems/SKILL.md",[357],{"path":285,"priority":273},{"basePath":359,"description":360,"displayName":361,"installMethods":362,"rationale":363,"selectedPaths":364,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agent-tool-builder","Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary.  This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools.  Key insight: Tool descriptions are more important than tool implementa","agent-tool-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agent-tool-builder/SKILL.md",[365],{"path":285,"priority":273},{"basePath":367,"description":368,"displayName":369,"installMethods":370,"rationale":371,"selectedPaths":372,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agents-autogpt","Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI automation systems.","autogpt-agents",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agents-autogpt/SKILL.md",[373,374,377],{"path":285,"priority":273},{"path":375,"priority":376},"references/advanced-usage.md","medium",{"path":378,"priority":376},"references/troubleshooting.md",{"basePath":380,"description":381,"displayName":382,"installMethods":383,"rationale":384,"selectedPaths":385,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agents-crewai","Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows requiring sequential/hierarchical execution. Built without LangChain dependencies for lean, fast execution.","crewai-multi-agent",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agents-crewai/SKILL.md",[386,387,389,391],{"path":285,"priority":273},{"path":388,"priority":376},"references/flows.md",{"path":390,"priority":376},"references/tools.md",{"path":378,"priority":376},{"basePath":393,"description":394,"displayName":395,"installMethods":396,"rationale":397,"selectedPaths":398,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agents-langchain","Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for building chatbots, question-answering systems, autonomous agents, or RAG applications. Best for rapid prototyping and production deployments.","langchain",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agents-langchain/SKILL.md",[399,400,402,404],{"path":285,"priority":273},{"path":401,"priority":376},"references/agents.md",{"path":403,"priority":376},"references/integration.md",{"path":405,"priority":376},"references/rag.md",{"basePath":407,"description":408,"displayName":409,"installMethods":410,"rationale":411,"selectedPaths":412,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/agents-llamaindex","Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal support. Use for document Q&A, chatbots, knowledge retrieval, or building RAG pipelines. Best for data-centric LLM applications.","llamaindex",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/agents-llamaindex/SKILL.md",[413,414,415,417],{"path":285,"priority":273},{"path":401,"priority":376},{"path":416,"priority":376},"references/data_connectors.md",{"path":418,"priority":376},"references/query_engines.md",{"basePath":420,"description":421,"displayName":422,"installMethods":423,"rationale":424,"selectedPaths":425,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/ai-agents-architect","Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.","ai-agents-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/ai-agents-architect/SKILL.md",[426],{"path":285,"priority":273},{"basePath":428,"description":429,"displayName":430,"installMethods":431,"rationale":432,"selectedPaths":433,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/autonomous-agent-patterns","Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants.","autonomous-agent-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/autonomous-agent-patterns/SKILL.md",[434],{"path":285,"priority":273},{"basePath":436,"description":437,"displayName":438,"installMethods":439,"rationale":440,"selectedPaths":441,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/autonomous-agents","Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.  This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b","autonomous-agents",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/autonomous-agents/SKILL.md",[442],{"path":285,"priority":273},{"basePath":444,"description":445,"displayName":446,"installMethods":447,"rationale":448,"selectedPaths":449,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/behavioral-modes","AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.","behavioral-modes",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/behavioral-modes/SKILL.md",[450],{"path":285,"priority":273},{"basePath":452,"description":453,"displayName":454,"installMethods":455,"rationale":456,"selectedPaths":457,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/claude-code-guide","Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \"Thinking\" keywords, debugging techniques, and best practices for interacting with the agent.","claude-code-guide",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/claude-code-guide/SKILL.md",[458],{"path":285,"priority":273},{"basePath":460,"description":461,"displayName":462,"installMethods":463,"rationale":464,"selectedPaths":465,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/computer-use-agents","Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation.","computer-use-agents",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/computer-use-agents/SKILL.md",[466],{"path":285,"priority":273},{"basePath":468,"description":469,"displayName":470,"installMethods":471,"rationale":472,"selectedPaths":473,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/context-window-management","Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context.","context-window-management",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/context-window-management/SKILL.md",[474],{"path":285,"priority":273},{"basePath":476,"description":477,"displayName":478,"installMethods":479,"rationale":480,"selectedPaths":481,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/context7-auto-research","Automatically fetch latest library/framework documentation for Claude Code via Context7 API","context7-auto-research",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/context7-auto-research/SKILL.md",[482],{"path":285,"priority":273},{"basePath":484,"description":485,"displayName":486,"installMethods":487,"rationale":488,"selectedPaths":489,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/conversation-memory","Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.","conversation-memory",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/conversation-memory/SKILL.md",[490],{"path":285,"priority":273},{"basePath":492,"description":493,"displayName":494,"installMethods":495,"rationale":496,"selectedPaths":497,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/crewai","Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (sequential, hierarchical, parallel), memory systems, and flows for complex workflows. Essential for building collaborative AI agent teams. Use when: crewai, multi-agent team, agent roles, crew of agents, role-based agents.","crewai",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/crewai/SKILL.md",[498],{"path":285,"priority":273},{"basePath":500,"description":501,"displayName":502,"installMethods":503,"rationale":504,"selectedPaths":505,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/data-engineer","Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.","data-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/data-engineer/SKILL.md",[506],{"path":285,"priority":273},{"basePath":508,"description":509,"displayName":510,"installMethods":511,"rationale":512,"selectedPaths":513,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/data-processing-nemo-curator","GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.","nemo-curator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/data-processing-nemo-curator/SKILL.md",[514,515,517],{"path":285,"priority":273},{"path":516,"priority":376},"references/deduplication.md",{"path":518,"priority":376},"references/filtering.md",{"basePath":520,"description":521,"displayName":522,"installMethods":523,"rationale":524,"selectedPaths":525,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/data-processing-ray-data","Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines.","ray-data",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/data-processing-ray-data/SKILL.md",[526,527,528],{"path":285,"priority":273},{"path":403,"priority":376},{"path":529,"priority":376},"references/transformations.md",{"basePath":531,"description":532,"displayName":533,"installMethods":534,"rationale":535,"selectedPaths":536,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/data-scientist","Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.","data-scientist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/data-scientist/SKILL.md",[537],{"path":285,"priority":273},{"basePath":539,"description":540,"displayName":541,"installMethods":542,"rationale":543,"selectedPaths":544,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/datadog-cli","Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.","datadog-cli",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/datadog-cli/SKILL.md",[545,546,549,551,553,555,557],{"path":285,"priority":273},{"path":547,"priority":548},"README.md","high",{"path":550,"priority":376},"references/dashboards.md",{"path":552,"priority":376},"references/logs-commands.md",{"path":554,"priority":376},"references/metrics.md",{"path":556,"priority":376},"references/query-syntax.md",{"path":558,"priority":376},"references/workflows.md",{"basePath":560,"description":561,"displayName":562,"installMethods":563,"rationale":564,"selectedPaths":565,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/deep-research","Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.","deep-research",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/deep-research/SKILL.md",[566],{"path":285,"priority":273},{"basePath":568,"description":569,"displayName":570,"installMethods":571,"rationale":572,"selectedPaths":573,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/deep-research-notebooklm","Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect research) using Google NotebookLM as the research engine, then delivers formatted briefs and optional studio artifacts (slides, audio podcasts, videos, infographics, reports, mind maps).","deep-research-notebooklm",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/deep-research-notebooklm/SKILL.md",[574,575],{"path":285,"priority":273},{"path":576,"priority":376},"research-brief-template.md",{"basePath":578,"description":579,"displayName":580,"installMethods":581,"rationale":582,"selectedPaths":583,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/dispatching-parallel-agents","Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies","dispatching-parallel-agents",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/dispatching-parallel-agents/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/development/dispatching-parallel-agents)",[584],{"path":285,"priority":273},{"basePath":586,"description":587,"displayName":588,"installMethods":589,"rationale":590,"selectedPaths":591,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/distributed-training-accelerate","Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch command. HuggingFace ecosystem standard.","huggingface-accelerate",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/distributed-training-accelerate/SKILL.md",[592,593,595,597],{"path":285,"priority":273},{"path":594,"priority":376},"references/custom-plugins.md",{"path":596,"priority":376},"references/megatron-integration.md",{"path":598,"priority":376},"references/performance.md",{"basePath":600,"description":601,"displayName":602,"installMethods":603,"rationale":604,"selectedPaths":605,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/distributed-training-megatron-core","Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on H100), or require tensor/pipeline/sequence/context/expert parallelism. Production-ready framework used for Nemotron, LLaMA, DeepSeek.","training-llms-megatron",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/distributed-training-megatron-core/SKILL.md",[606,607,609,611,613],{"path":285,"priority":273},{"path":608,"priority":376},"references/benchmarks.md",{"path":610,"priority":376},"references/parallelism-guide.md",{"path":612,"priority":376},"references/production-examples.md",{"path":614,"priority":376},"references/training-recipes.md",{"basePath":616,"description":617,"displayName":618,"installMethods":619,"rationale":620,"selectedPaths":621,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pytorch-lightning","Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.","pytorch-lightning",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pytorch-lightning/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/ai-research/distributed-training-pytorch-lightning)",[622,623,625,627,629,631,633,635,637,640,642],{"path":285,"priority":273},{"path":624,"priority":376},"references/best_practices.md",{"path":626,"priority":376},"references/callbacks.md",{"path":628,"priority":376},"references/data_module.md",{"path":630,"priority":376},"references/distributed_training.md",{"path":632,"priority":376},"references/lightning_module.md",{"path":634,"priority":376},"references/logging.md",{"path":636,"priority":376},"references/trainer.md",{"path":638,"priority":639},"scripts/quick_trainer_setup.py","low",{"path":641,"priority":639},"scripts/template_datamodule.py",{"path":643,"priority":639},"scripts/template_lightning_module.py",{"basePath":645,"description":646,"displayName":647,"installMethods":648,"rationale":649,"selectedPaths":650,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/distributed-training-ray-train","Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.","ray-train",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/distributed-training-ray-train/SKILL.md",[651,652],{"path":285,"priority":273},{"path":653,"priority":376},"references/multi-node.md",{"basePath":655,"description":656,"displayName":657,"installMethods":658,"rationale":659,"selectedPaths":660,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/emerging-techniques-knowledge-distillation","Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to open-source models, or reducing inference costs. Covers temperature scaling, soft targets, reverse KLD, logit distillation, and MiniLLM training strategies.","knowledge-distillation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/emerging-techniques-knowledge-distillation/SKILL.md",[661,662],{"path":285,"priority":273},{"path":663,"priority":376},"references/minillm.md",{"basePath":665,"description":666,"displayName":667,"installMethods":668,"rationale":669,"selectedPaths":670,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/emerging-techniques-long-context","Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond original context limits, or implementing efficient positional encodings. Covers rotary embeddings, attention biases, interpolation methods, and extrapolation strategies for LLMs.","long-context",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/emerging-techniques-long-context/SKILL.md",[671,672,674,676],{"path":285,"priority":273},{"path":673,"priority":376},"references/extension_methods.md",{"path":675,"priority":376},"references/fine_tuning.md",{"path":677,"priority":376},"references/rope.md",{"basePath":679,"description":680,"displayName":681,"installMethods":682,"rationale":683,"selectedPaths":684,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/emerging-techniques-model-merging","Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending domain-specific expertise (math + coding + chat), improving performance beyond single models, or experimenting rapidly with model variants. Covers SLERP, TIES-Merging, DARE, Task Arithmetic, linear merging, and production deployment strategies.","model-merging",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/emerging-techniques-model-merging/SKILL.md",[685,686,688,690],{"path":285,"priority":273},{"path":687,"priority":376},"references/evaluation.md",{"path":689,"priority":376},"references/examples.md",{"path":691,"priority":376},"references/methods.md",{"basePath":693,"description":694,"displayName":695,"installMethods":696,"rationale":697,"selectedPaths":698,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/emerging-techniques-model-pruning","Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal accuracy loss, or enabling faster inference on hardware accelerators. Covers unstructured pruning, structured pruning, N:M sparsity, magnitude pruning, and one-shot methods.","model-pruning",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/emerging-techniques-model-pruning/SKILL.md",[699,700],{"path":285,"priority":273},{"path":701,"priority":376},"references/wanda.md",{"basePath":703,"description":704,"displayName":705,"installMethods":706,"rationale":707,"selectedPaths":708,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/emerging-techniques-moe-training","Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures like Mixtral 8x7B or DeepSeek-V3, or scaling model capacity without proportional compute increase. Covers MoE architectures, routing mechanisms, load balancing, expert parallelism, and inference optimization.","moe-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/emerging-techniques-moe-training/SKILL.md",[709,710,712,714],{"path":285,"priority":273},{"path":711,"priority":376},"references/architectures.md",{"path":713,"priority":376},"references/inference.md",{"path":715,"priority":376},"references/training.md",{"basePath":717,"description":718,"displayName":719,"installMethods":720,"rationale":721,"selectedPaths":722,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/emerging-techniques-speculative-decoding","Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.","speculative-decoding",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/emerging-techniques-speculative-decoding/SKILL.md",[723,724,726],{"path":285,"priority":273},{"path":725,"priority":376},"references/lookahead.md",{"path":727,"priority":376},"references/medusa.md",{"basePath":247,"description":10,"displayName":13,"installMethods":729,"rationale":730,"selectedPaths":731,"source":274,"sourceLanguage":18,"type":251},{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/evaluation-bigcode-evaluation-harness/SKILL.md",[732,733,734,736],{"path":285,"priority":273},{"path":608,"priority":376},{"path":735,"priority":376},"references/custom-tasks.md",{"path":737,"priority":376},"references/issues.md",{"basePath":739,"description":740,"displayName":741,"installMethods":742,"rationale":743,"selectedPaths":744,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/evaluation-lm-evaluation-harness","Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.","evaluating-llms-harness",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/evaluation-lm-evaluation-harness/SKILL.md",[745,746,748,750,751],{"path":285,"priority":273},{"path":747,"priority":376},"references/api-evaluation.md",{"path":749,"priority":376},"references/benchmark-guide.md",{"path":735,"priority":376},{"path":752,"priority":376},"references/distributed-eval.md",{"basePath":754,"description":755,"displayName":756,"installMethods":757,"rationale":758,"selectedPaths":759,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/evaluation-nemo-evaluator","Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable evaluation on local Docker, Slurm HPC, or cloud platforms. NVIDIA's enterprise-grade platform with container-first architecture for reproducible benchmarking.","nemo-evaluator-sdk",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/evaluation-nemo-evaluator/SKILL.md",[760,761,763,765,767],{"path":285,"priority":273},{"path":762,"priority":376},"references/adapter-system.md",{"path":764,"priority":376},"references/configuration.md",{"path":766,"priority":376},"references/custom-benchmarks.md",{"path":768,"priority":376},"references/execution-backends.md",{"basePath":770,"description":771,"displayName":772,"installMethods":773,"rationale":774,"selectedPaths":775,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/fine-tuning-axolotl","Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support","axolotl",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/fine-tuning-axolotl/SKILL.md",[776,777,779,781,783],{"path":285,"priority":273},{"path":778,"priority":376},"references/api.md",{"path":780,"priority":376},"references/dataset-formats.md",{"path":782,"priority":376},"references/index.md",{"path":784,"priority":376},"references/other.md",{"basePath":786,"description":787,"displayName":788,"installMethods":789,"rationale":790,"selectedPaths":791,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/fine-tuning-llama-factory","Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support","llama-factory",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/fine-tuning-llama-factory/SKILL.md",[792,793,795,797,799,800],{"path":285,"priority":273},{"path":794,"priority":376},"references/_images.md",{"path":796,"priority":376},"references/advanced.md",{"path":798,"priority":376},"references/getting_started.md",{"path":782,"priority":376},{"path":784,"priority":376},{"basePath":802,"description":803,"displayName":804,"installMethods":805,"rationale":806,"selectedPaths":807,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/fine-tuning-peft","Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train \u003C1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.","peft-fine-tuning",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/fine-tuning-peft/SKILL.md",[808,809,810],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":812,"description":813,"displayName":814,"installMethods":815,"rationale":816,"selectedPaths":817,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/fine-tuning-unsloth","Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization","unsloth",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/fine-tuning-unsloth/SKILL.md",[818,819,820,822,824],{"path":285,"priority":273},{"path":782,"priority":376},{"path":821,"priority":376},"references/llms-full.md",{"path":823,"priority":376},"references/llms-txt.md",{"path":825,"priority":376},"references/llms.md",{"basePath":827,"description":828,"displayName":829,"installMethods":830,"rationale":831,"selectedPaths":832,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/gemini","Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.","gemini",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/gemini/SKILL.md",[833,834],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":836,"description":837,"displayName":838,"installMethods":839,"rationale":840,"selectedPaths":841,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/gemini-api-agent-platform","Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like Live API, tools, multimedia generation, caching, and batch prediction.","gemini-api-agent-platform",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/gemini-api-agent-platform/SKILL.md",[842,843,845,847,849,851,853,855,857,859],{"path":285,"priority":273},{"path":844,"priority":376},"references/advanced_features.md",{"path":846,"priority":376},"references/bounding_box.md",{"path":848,"priority":376},"references/embeddings.md",{"path":850,"priority":376},"references/live_api.md",{"path":852,"priority":376},"references/media_generation.md",{"path":854,"priority":376},"references/model_tuning.md",{"path":856,"priority":376},"references/safety.md",{"path":858,"priority":376},"references/structured_and_tools.md",{"path":860,"priority":376},"references/text_and_multimodal.md",{"basePath":862,"description":863,"displayName":864,"installMethods":865,"rationale":866,"selectedPaths":867,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/gepetto","Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.","gepetto",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/gepetto/SKILL.md",[868,869,870,872,874,876,878],{"path":285,"priority":273},{"path":547,"priority":548},{"path":871,"priority":376},"references/external-review.md",{"path":873,"priority":376},"references/interview-protocol.md",{"path":875,"priority":376},"references/research-protocol.md",{"path":877,"priority":376},"references/section-index.md",{"path":879,"priority":376},"references/section-splitting.md",{"basePath":881,"description":882,"displayName":883,"installMethods":884,"rationale":885,"selectedPaths":886,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/inference-serving-llama-cpp","Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs, or when CUDA is unavailable. Supports GGUF quantization (1.5-8 bit) for reduced memory and 4-10× speedup vs PyTorch on CPU.","llama-cpp",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/inference-serving-llama-cpp/SKILL.md",[887,888,890,892],{"path":285,"priority":273},{"path":889,"priority":376},"references/optimization.md",{"path":891,"priority":376},"references/quantization.md",{"path":893,"priority":376},"references/server.md",{"basePath":895,"description":896,"displayName":897,"installMethods":898,"rationale":899,"selectedPaths":900,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/inference-serving-sglang","Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic workflows with tool calls, or when you need 5× faster inference than vLLM with prefix sharing. Powers 300,000+ GPUs at xAI, AMD, NVIDIA, and LinkedIn.","sglang",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/inference-serving-sglang/SKILL.md",[901,902,904,906],{"path":285,"priority":273},{"path":903,"priority":376},"references/deployment.md",{"path":905,"priority":376},"references/radix-attention.md",{"path":907,"priority":376},"references/structured-generation.md",{"basePath":909,"description":910,"displayName":911,"installMethods":912,"rationale":913,"selectedPaths":914,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/inference-serving-tensorrt-llm","Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.","tensorrt-llm",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/inference-serving-tensorrt-llm/SKILL.md",[915,916,918,919],{"path":285,"priority":273},{"path":917,"priority":376},"references/multi-gpu.md",{"path":889,"priority":376},{"path":920,"priority":376},"references/serving.md",{"basePath":922,"description":923,"displayName":924,"installMethods":925,"rationale":926,"selectedPaths":927,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/inference-serving-vllm","Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.","serving-llms-vllm",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/inference-serving-vllm/SKILL.md",[928,929,930,931,933],{"path":285,"priority":273},{"path":889,"priority":376},{"path":891,"priority":376},{"path":932,"priority":376},"references/server-deployment.md",{"path":378,"priority":376},{"basePath":935,"description":936,"displayName":937,"installMethods":938,"rationale":939,"selectedPaths":940,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/infrastructure-lambda-labs","Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training.","lambda-labs-gpu-cloud",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/infrastructure-lambda-labs/SKILL.md",[941,942,943],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":945,"description":946,"displayName":947,"installMethods":948,"rationale":949,"selectedPaths":950,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/infrastructure-modal","Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.","modal-serverless-gpu",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/infrastructure-modal/SKILL.md",[951,952,953],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":955,"description":956,"displayName":957,"installMethods":958,"rationale":959,"selectedPaths":960,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/infrastructure-skypilot","Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.","skypilot-multi-cloud-orchestration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/infrastructure-skypilot/SKILL.md",[961,962,963],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":965,"description":966,"displayName":967,"installMethods":968,"rationale":969,"selectedPaths":970,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/jira","Use when the user mentions Jira issues (e.g., \"PROJ-123\"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like \"jira\", \"issue\", \"ticket\", \"sprint\", \"backlog\", or issue key patterns.","jira",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/jira/SKILL.md",[971,972,973,975],{"path":285,"priority":273},{"path":547,"priority":548},{"path":974,"priority":376},"references/commands.md",{"path":976,"priority":376},"references/mcp.md",{"basePath":978,"description":979,"displayName":980,"installMethods":981,"rationale":982,"selectedPaths":983,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/langfuse","Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debugging, monitoring, and improving LLM applications in production. Use when: langfuse, llm observability, llm tracing, prompt management, llm evaluation.","langfuse",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/langfuse/SKILL.md",[984],{"path":285,"priority":273},{"basePath":986,"description":987,"displayName":988,"installMethods":989,"rationale":990,"selectedPaths":991,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/langgraph","Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpointers, human-in-the-loop patterns, and the ReAct agent pattern. Used in production at LinkedIn, Uber, and 400+ companies. This is LangChain's recommended approach for building agents. Use when: langgraph, langchain agent, stateful agent, agent graph, react agent.","langgraph",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/langgraph/SKILL.md",[992],{"path":285,"priority":273},{"basePath":994,"description":995,"displayName":996,"installMethods":997,"rationale":998,"selectedPaths":999,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/llm-app-patterns","Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.","llm-app-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/llm-app-patterns/SKILL.md",[1000],{"path":285,"priority":273},{"basePath":1002,"description":1003,"displayName":1004,"installMethods":1005,"rationale":1006,"selectedPaths":1007,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/llm-evaluation","Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.","llm-evaluation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/llm-evaluation/SKILL.md",[1008],{"path":285,"priority":273},{"basePath":1010,"description":1011,"displayName":1012,"installMethods":1013,"rationale":1014,"selectedPaths":1015,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/llm-ops","LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.","llm-ops",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/llm-ops/SKILL.md",[1016],{"path":285,"priority":273},{"basePath":1018,"description":1019,"displayName":1020,"installMethods":1021,"rationale":1022,"selectedPaths":1023,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/loki-mode","Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success. Takes PRD to fully deployed, revenue-generating product with zero human intervention. Features Task tool for subagent dispatch, parallel code review with 3 specialized reviewers, severity-based issue triage, distributed task queue with dead letter handling, automatic deployment to cloud providers, A/B testing, customer feedback loops, incident response, circuit breakers, and self-healing. Handles rate limits via distributed state checkpoints and auto-resume with exponential backoff. Requires --dangerously-skip-permissions flag.","loki-mode",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/loki-mode/SKILL.md",[1024,1025,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1147,1149,1151,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172],{"path":285,"priority":273},{"path":547,"priority":548},{"path":1027,"priority":548},"LICENSE",{"path":1029,"priority":376},"ACKNOWLEDGEMENTS.md",{"path":1031,"priority":376},"CHANGELOG.md",{"path":1033,"priority":376},"CLAUDE.md",{"path":1035,"priority":376},"CONTEXT-EXPORT.md",{"path":1037,"priority":376},"INSTALLATION.md",{"path":1039,"priority":639},"docs/COMPETITIVE-ANALYSIS.md",{"path":1041,"priority":639},"docs/screenshots/README.md",{"path":1043,"priority":639},"docs/screenshots/dashboard-agents.png",{"path":1045,"priority":639},"docs/screenshots/dashboard-tasks.png",{"path":1047,"priority":639},"examples/api-only.md",{"path":1049,"priority":639},"examples/full-stack-demo.md",{"path":1051,"priority":639},"examples/simple-todo-app.md",{"path":1053,"priority":639},"examples/static-landing-page.md",{"path":1055,"priority":639},"examples/todo-app-generated/.loki/CONTINUITY.md",{"path":1057,"priority":639},"examples/todo-app-generated/.loki/queue/completed.json",{"path":1059,"priority":639},"examples/todo-app-generated/.loki/queue/dead-letter.json",{"path":1061,"priority":639},"examples/todo-app-generated/.loki/queue/failed.json",{"path":1063,"priority":639},"examples/todo-app-generated/.loki/queue/in-progress.json",{"path":1065,"priority":639},"examples/todo-app-generated/.loki/queue/pending.json",{"path":1067,"priority":639},"examples/todo-app-generated/.loki/state/orchestrator.json",{"path":1069,"priority":639},"examples/todo-app-generated/E2E_VERIFICATION_REPORT.md",{"path":1071,"priority":639},"examples/todo-app-generated/PRD.md",{"path":1073,"priority":639},"examples/todo-app-generated/TASK_018_COMPLETION.md",{"path":1075,"priority":639},"examples/todo-app-generated/TESTING_DOCUMENTATION.md",{"path":1077,"priority":639},"examples/todo-app-generated/TEST_REPORT.md",{"path":1079,"priority":639},"examples/todo-app-generated/VERIFICATION_SUMMARY.txt",{"path":1081,"priority":639},"examples/todo-app-generated/backend/.gitignore",{"path":1083,"priority":639},"examples/todo-app-generated/backend/package.json",{"path":1085,"priority":639},"examples/todo-app-generated/backend/src/db/database.ts",{"path":1087,"priority":639},"examples/todo-app-generated/backend/src/db/db.ts",{"path":1089,"priority":639},"examples/todo-app-generated/backend/src/db/index.ts",{"path":1091,"priority":639},"examples/todo-app-generated/backend/src/db/migrations.ts",{"path":1093,"priority":639},"examples/todo-app-generated/backend/src/db/schema.sql",{"path":1095,"priority":639},"examples/todo-app-generated/backend/src/index.ts",{"path":1097,"priority":639},"examples/todo-app-generated/backend/src/routes/todos.ts",{"path":1099,"priority":639},"examples/todo-app-generated/backend/src/types/index.ts",{"path":1101,"priority":639},"examples/todo-app-generated/backend/todos.db-shm",{"path":1103,"priority":639},"examples/todo-app-generated/backend/todos.db-wal",{"path":1105,"priority":639},"examples/todo-app-generated/backend/tsconfig.json",{"path":1107,"priority":639},"examples/todo-app-generated/frontend/.gitignore",{"path":1109,"priority":639},"examples/todo-app-generated/frontend/index.html",{"path":1111,"priority":639},"examples/todo-app-generated/frontend/package.json",{"path":1113,"priority":639},"examples/todo-app-generated/frontend/src/App.css",{"path":1115,"priority":639},"examples/todo-app-generated/frontend/src/App.tsx",{"path":1117,"priority":639},"examples/todo-app-generated/frontend/src/api/todos.ts",{"path":1119,"priority":639},"examples/todo-app-generated/frontend/src/components/ConfirmDialog.tsx",{"path":1121,"priority":639},"examples/todo-app-generated/frontend/src/components/EmptyState.tsx",{"path":1123,"priority":639},"examples/todo-app-generated/frontend/src/components/TodoForm.tsx",{"path":1125,"priority":639},"examples/todo-app-generated/frontend/src/components/TodoItem.tsx",{"path":1127,"priority":639},"examples/todo-app-generated/frontend/src/components/TodoList.tsx",{"path":1129,"priority":639},"examples/todo-app-generated/frontend/src/hooks/useTodos.ts",{"path":1131,"priority":639},"examples/todo-app-generated/frontend/src/index.css",{"path":1133,"priority":639},"examples/todo-app-generated/frontend/src/main.tsx",{"path":1135,"priority":639},"examples/todo-app-generated/frontend/src/vite-env.d.ts",{"path":1137,"priority":639},"examples/todo-app-generated/frontend/tsconfig.json",{"path":1139,"priority":639},"examples/todo-app-generated/frontend/tsconfig.node.json",{"path":1141,"priority":639},"examples/todo-app-generated/frontend/vite.config.ts",{"path":1143,"priority":376},"references/advanced-patterns.md",{"path":1145,"priority":376},"references/agent-types.md",{"path":401,"priority":376},{"path":1148,"priority":376},"references/business-ops.md",{"path":1150,"priority":376},"references/core-workflow.md",{"path":903,"priority":376},{"path":1153,"priority":376},"references/lab-research-patterns.md",{"path":1155,"priority":376},"references/memory-system.md",{"path":1157,"priority":376},"references/openai-patterns.md",{"path":1159,"priority":376},"references/production-patterns.md",{"path":1161,"priority":376},"references/quality-control.md",{"path":1163,"priority":376},"references/sdlc-phases.md",{"path":1165,"priority":376},"references/task-queue.md",{"path":1167,"priority":376},"references/tool-orchestration.md",{"path":1169,"priority":639},"scripts/export-to-vibe-kanban.sh",{"path":1171,"priority":639},"scripts/loki-wrapper.sh",{"path":1173,"priority":639},"scripts/take-screenshots.js",{"basePath":1175,"description":1176,"displayName":1177,"installMethods":1178,"rationale":1179,"selectedPaths":1180,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mechanistic-interpretability-nnsight","Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability experiments on massive models (70B+) without local GPU resources, or when working with any PyTorch architecture.","nnsight-remote-interpretability",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mechanistic-interpretability-nnsight/SKILL.md",[1181,1182,1184,1185],{"path":285,"priority":273},{"path":1183,"priority":376},"references/README.md",{"path":778,"priority":376},{"path":1186,"priority":376},"references/tutorials.md",{"basePath":1188,"description":1189,"displayName":1190,"installMethods":1191,"rationale":1192,"selectedPaths":1193,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mechanistic-interpretability-pyvene","Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model behavior.","pyvene-interventions",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mechanistic-interpretability-pyvene/SKILL.md",[1194,1195,1196,1197],{"path":285,"priority":273},{"path":1183,"priority":376},{"path":778,"priority":376},{"path":1186,"priority":376},{"basePath":1199,"description":1200,"displayName":1201,"installMethods":1202,"rationale":1203,"selectedPaths":1204,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mechanistic-interpretability-saelens","Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.","sparse-autoencoder-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mechanistic-interpretability-saelens/SKILL.md",[1205,1206,1207,1208],{"path":285,"priority":273},{"path":1183,"priority":376},{"path":778,"priority":376},{"path":1186,"priority":376},{"basePath":1210,"description":1211,"displayName":1212,"installMethods":1213,"rationale":1214,"selectedPaths":1215,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mechanistic-interpretability-transformer-lens","Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.","transformer-lens-interpretability",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mechanistic-interpretability-transformer-lens/SKILL.md",[1216,1217,1218,1219],{"path":285,"priority":273},{"path":1183,"priority":376},{"path":778,"priority":376},{"path":1186,"priority":376},{"basePath":1221,"description":1222,"displayName":1223,"installMethods":1224,"rationale":1225,"selectedPaths":1226,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/ml-engineer","Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.","ml-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/ml-engineer/SKILL.md",[1227],{"path":285,"priority":273},{"basePath":1229,"description":1230,"displayName":1231,"installMethods":1232,"rationale":1233,"selectedPaths":1234,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/ml-paper-writing","Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.","ml-paper-writing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/ml-paper-writing/SKILL.md",[1235,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328,1330,1332,1334],{"path":285,"priority":273},{"path":1237,"priority":376},"references/checklists.md",{"path":1239,"priority":376},"references/citation-workflow.md",{"path":1241,"priority":376},"references/reviewer-guidelines.md",{"path":1243,"priority":376},"references/sources.md",{"path":1245,"priority":376},"references/writing-guide.md",{"path":1247,"priority":639},"templates/README.md",{"path":1249,"priority":639},"templates/aaai2026/README.md",{"path":1251,"priority":639},"templates/aaai2026/aaai2026-unified-supp.tex",{"path":1253,"priority":639},"templates/aaai2026/aaai2026-unified-template.tex",{"path":1255,"priority":639},"templates/aaai2026/aaai2026.bib",{"path":1257,"priority":639},"templates/aaai2026/aaai2026.bst",{"path":1259,"priority":639},"templates/aaai2026/aaai2026.sty",{"path":1261,"priority":639},"templates/acl/README.md",{"path":1263,"priority":639},"templates/acl/acl.sty",{"path":1265,"priority":639},"templates/acl/acl_latex.tex",{"path":1267,"priority":639},"templates/acl/acl_lualatex.tex",{"path":1269,"priority":639},"templates/acl/acl_natbib.bst",{"path":1271,"priority":639},"templates/acl/anthology.bib.txt",{"path":1273,"priority":639},"templates/acl/custom.bib",{"path":1275,"priority":639},"templates/acl/formatting.md",{"path":1277,"priority":639},"templates/colm2025/README.md",{"path":1279,"priority":639},"templates/colm2025/colm2025_conference.bib",{"path":1281,"priority":639},"templates/colm2025/colm2025_conference.bst",{"path":1283,"priority":639},"templates/colm2025/colm2025_conference.pdf",{"path":1285,"priority":639},"templates/colm2025/colm2025_conference.sty",{"path":1287,"priority":639},"templates/colm2025/colm2025_conference.tex",{"path":1289,"priority":639},"templates/colm2025/fancyhdr.sty",{"path":1291,"priority":639},"templates/colm2025/math_commands.tex",{"path":1293,"priority":639},"templates/colm2025/natbib.sty",{"path":1295,"priority":639},"templates/iclr2026/fancyhdr.sty",{"path":1297,"priority":639},"templates/iclr2026/iclr2026_conference.bib",{"path":1299,"priority":639},"templates/iclr2026/iclr2026_conference.bst",{"path":1301,"priority":639},"templates/iclr2026/iclr2026_conference.pdf",{"path":1303,"priority":639},"templates/iclr2026/iclr2026_conference.sty",{"path":1305,"priority":639},"templates/iclr2026/iclr2026_conference.tex",{"path":1307,"priority":639},"templates/iclr2026/math_commands.tex",{"path":1309,"priority":639},"templates/iclr2026/natbib.sty",{"path":1311,"priority":639},"templates/icml2026/algorithm.sty",{"path":1313,"priority":639},"templates/icml2026/algorithmic.sty",{"path":1315,"priority":639},"templates/icml2026/example_paper.bib",{"path":1317,"priority":639},"templates/icml2026/example_paper.pdf",{"path":1319,"priority":639},"templates/icml2026/example_paper.tex",{"path":1321,"priority":639},"templates/icml2026/fancyhdr.sty",{"path":1323,"priority":639},"templates/icml2026/icml2026.bst",{"path":1325,"priority":639},"templates/icml2026/icml2026.sty",{"path":1327,"priority":639},"templates/icml2026/icml_numpapers.pdf",{"path":1329,"priority":639},"templates/neurips2025/Makefile",{"path":1331,"priority":639},"templates/neurips2025/extra_pkgs.tex",{"path":1333,"priority":639},"templates/neurips2025/main.tex",{"path":1335,"priority":639},"templates/neurips2025/neurips.sty",{"basePath":1337,"description":1338,"displayName":1339,"installMethods":1340,"rationale":1341,"selectedPaths":1342,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mlops-mlflow","Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform","mlflow",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mlops-mlflow/SKILL.md",[1343,1344,1345,1347],{"path":285,"priority":273},{"path":903,"priority":376},{"path":1346,"priority":376},"references/model-registry.md",{"path":1348,"priority":376},"references/tracking.md",{"basePath":1350,"description":1351,"displayName":1352,"installMethods":1353,"rationale":1354,"selectedPaths":1355,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mlops-tensorboard","Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit","tensorboard",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mlops-tensorboard/SKILL.md",[1356,1357,1359,1361],{"path":285,"priority":273},{"path":1358,"priority":376},"references/integrations.md",{"path":1360,"priority":376},"references/profiling.md",{"path":1362,"priority":376},"references/visualization.md",{"basePath":1364,"description":1365,"displayName":1366,"installMethods":1367,"rationale":1368,"selectedPaths":1369,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/mlops-weights-and-biases","Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform","weights-and-biases",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/mlops-weights-and-biases/SKILL.md",[1370,1371,1373,1374],{"path":285,"priority":273},{"path":1372,"priority":376},"references/artifacts.md",{"path":1358,"priority":376},{"path":1375,"priority":376},"references/sweeps.md",{"basePath":1377,"description":1378,"displayName":1379,"installMethods":1380,"rationale":1381,"selectedPaths":1382,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/model-architecture-litgpt","Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.","implementing-llms-litgpt",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/model-architecture-litgpt/SKILL.md",[1383,1384,1386,1388,1390],{"path":285,"priority":273},{"path":1385,"priority":376},"references/custom-models.md",{"path":1387,"priority":376},"references/distributed-training.md",{"path":1389,"priority":376},"references/supported-models.md",{"path":614,"priority":376},{"basePath":1392,"description":1393,"displayName":1394,"installMethods":1395,"rationale":1396,"selectedPaths":1397,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/model-architecture-mamba","State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace.","mamba-architecture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/model-architecture-mamba/SKILL.md",[1398,1399,1401,1402],{"path":285,"priority":273},{"path":1400,"priority":376},"references/architecture-details.md",{"path":608,"priority":376},{"path":1403,"priority":376},"references/training-guide.md",{"basePath":1405,"description":1406,"displayName":1407,"installMethods":1408,"rationale":1409,"selectedPaths":1410,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/model-architecture-nanogpt","Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).","nanogpt",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/model-architecture-nanogpt/SKILL.md",[1411,1412,1414,1416],{"path":285,"priority":273},{"path":1413,"priority":376},"references/architecture.md",{"path":1415,"priority":376},"references/data.md",{"path":715,"priority":376},{"basePath":1418,"description":1419,"displayName":1420,"installMethods":1421,"rationale":1422,"selectedPaths":1423,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/model-architecture-rwkv","RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential). Linux Foundation AI project. Production at Windows, Office, NeMo. RWKV-7 (March 2025). Models up to 14B parameters.","rwkv-architecture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/model-architecture-rwkv/SKILL.md",[1424,1425,1426,1428],{"path":285,"priority":273},{"path":1400,"priority":376},{"path":1427,"priority":376},"references/rwkv7.md",{"path":1429,"priority":376},"references/state-management.md",{"basePath":1431,"description":1432,"displayName":1433,"installMethods":1434,"rationale":1435,"selectedPaths":1436,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/model-architecture-torchtitan","Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.","distributed-llm-pretraining-torchtitan",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/model-architecture-torchtitan/SKILL.md",[1437,1438,1440,1441,1443],{"path":285,"priority":273},{"path":1439,"priority":376},"references/checkpoint.md",{"path":1385,"priority":376},{"path":1442,"priority":376},"references/float8.md",{"path":1444,"priority":376},"references/fsdp.md",{"basePath":1446,"description":1447,"displayName":1448,"installMethods":1449,"rationale":1450,"selectedPaths":1451,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-audiocraft","PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation.","audiocraft-audio-generation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-audiocraft/SKILL.md",[1452,1453,1454],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1456,"description":1457,"displayName":1458,"installMethods":1459,"rationale":1460,"selectedPaths":1461,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-blip-2","Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance.","blip-2-vision-language",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-blip-2/SKILL.md",[1462,1463,1464],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1466,"description":1467,"displayName":1468,"installMethods":1469,"rationale":1470,"selectedPaths":1471,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-clip","OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.","clip",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-clip/SKILL.md",[1472,1473],{"path":285,"priority":273},{"path":1474,"priority":376},"references/applications.md",{"basePath":1476,"description":1477,"displayName":1478,"installMethods":1479,"rationale":1480,"selectedPaths":1481,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-llava","Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruction following. Use for vision-language chatbots or image understanding tasks. Best for conversational image analysis.","llava",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-llava/SKILL.md",[1482,1483],{"path":285,"priority":273},{"path":715,"priority":376},{"basePath":1485,"description":1486,"displayName":1487,"installMethods":1488,"rationale":1489,"selectedPaths":1490,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-segment-anything","Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts, or automatically generate all object masks in an image.","segment-anything-model",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-segment-anything/SKILL.md",[1491,1492,1493],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1495,"description":1496,"displayName":1497,"installMethods":1498,"rationale":1499,"selectedPaths":1500,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-stable-diffusion","State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.","stable-diffusion-image-generation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-stable-diffusion/SKILL.md",[1501,1502,1503],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1505,"description":1506,"displayName":1507,"installMethods":1508,"rationale":1509,"selectedPaths":1510,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/multimodal-whisper","OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast transcription, or multilingual audio processing. Best for robust, multilingual ASR.","whisper",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/multimodal-whisper/SKILL.md",[1511,1512],{"path":285,"priority":273},{"path":1513,"priority":376},"references/languages.md",{"basePath":1515,"description":1516,"displayName":1517,"installMethods":1518,"rationale":1519,"selectedPaths":1520,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/observability-langsmith","LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.","langsmith-observability",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/observability-langsmith/SKILL.md",[1521,1522,1523],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1525,"description":1526,"displayName":1527,"installMethods":1528,"rationale":1529,"selectedPaths":1530,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/observability-phoenix","Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production AI systems with real-time insights.","phoenix-observability",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/observability-phoenix/SKILL.md",[1531,1532,1533],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1535,"description":1536,"displayName":1537,"installMethods":1538,"rationale":1539,"selectedPaths":1540,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/openai-docs","Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.","openai-docs",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/openai-docs/SKILL.md",[1541,1542,1544,1546],{"path":285,"priority":273},{"path":1543,"priority":548},"LICENSE.txt",{"path":1545,"priority":639},"assets/openai-small.svg",{"path":1547,"priority":639},"assets/openai.png",{"basePath":1549,"description":1550,"displayName":1551,"installMethods":1552,"rationale":1553,"selectedPaths":1554,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/optimization-awq","Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.","awq-quantization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/optimization-awq/SKILL.md",[1555,1556,1557],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1559,"description":1560,"displayName":1561,"installMethods":1562,"rationale":1563,"selectedPaths":1564,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/optimization-bitsandbytes","Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.","quantizing-models-bitsandbytes",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/optimization-bitsandbytes/SKILL.md",[1565,1566,1568,1570],{"path":285,"priority":273},{"path":1567,"priority":376},"references/memory-optimization.md",{"path":1569,"priority":376},"references/qlora-training.md",{"path":1571,"priority":376},"references/quantization-formats.md",{"basePath":1573,"description":1574,"displayName":1575,"installMethods":1576,"rationale":1577,"selectedPaths":1578,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/optimization-flash-attention","Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.","optimizing-attention-flash",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/optimization-flash-attention/SKILL.md",[1579,1580,1581],{"path":285,"priority":273},{"path":608,"priority":376},{"path":1582,"priority":376},"references/transformers-integration.md",{"basePath":1584,"description":1585,"displayName":1586,"installMethods":1587,"rationale":1588,"selectedPaths":1589,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/optimization-gguf","GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.","gguf-quantization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/optimization-gguf/SKILL.md",[1590,1591,1592],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1594,"description":1595,"displayName":1596,"installMethods":1597,"rationale":1598,"selectedPaths":1599,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/optimization-gptq","Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with \u003C2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning.","gptq",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/optimization-gptq/SKILL.md",[1600,1601,1603,1604],{"path":285,"priority":273},{"path":1602,"priority":376},"references/calibration.md",{"path":403,"priority":376},{"path":378,"priority":376},{"basePath":1606,"description":1607,"displayName":1608,"installMethods":1609,"rationale":1610,"selectedPaths":1611,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/optimization-hqq","Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.","hqq-quantization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/optimization-hqq/SKILL.md",[1612,1613,1614],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1616,"description":1617,"displayName":1618,"installMethods":1619,"rationale":1620,"selectedPaths":1621,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/parallel-agents","Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.","parallel-agents",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/parallel-agents/SKILL.md",[1622],{"path":285,"priority":273},{"basePath":1624,"description":1625,"displayName":1626,"installMethods":1627,"rationale":1628,"selectedPaths":1629,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/perplexity","Web search and research using Perplexity AI. Use when user says \"search\", \"find\", \"look up\", \"ask\", \"research\", or \"what's the latest\" for generic queries. NOT for library/framework docs (use Context7) or workspace questions.","perplexity",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/perplexity/SKILL.md",[1630,1631],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":1633,"description":1634,"displayName":1635,"installMethods":1636,"rationale":1637,"selectedPaths":1638,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-grpo-rl-training","Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training","grpo-rl-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-grpo-rl-training/SKILL.md",[1639,1640,1641,1643],{"path":285,"priority":273},{"path":547,"priority":548},{"path":1642,"priority":639},"examples/reward_functions_library.py",{"path":1644,"priority":639},"templates/basic_grpo_training.py",{"basePath":1646,"description":1647,"displayName":1648,"installMethods":1649,"rationale":1650,"selectedPaths":1651,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-miles","Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.","miles-rl-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-miles/SKILL.md",[1652,1653,1655],{"path":285,"priority":273},{"path":1654,"priority":376},"references/api-reference.md",{"path":378,"priority":376},{"basePath":1657,"description":1658,"displayName":1659,"installMethods":1660,"rationale":1661,"selectedPaths":1662,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-openrlhf","High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing.","openrlhf-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-openrlhf/SKILL.md",[1663,1664,1666,1668,1670],{"path":285,"priority":273},{"path":1665,"priority":376},"references/algorithm-comparison.md",{"path":1667,"priority":376},"references/custom-rewards.md",{"path":1669,"priority":376},"references/hybrid-engine.md",{"path":1671,"priority":376},"references/multi-node-training.md",{"basePath":1673,"description":1674,"displayName":1675,"installMethods":1676,"rationale":1677,"selectedPaths":1678,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-simpo","Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.","simpo-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-simpo/SKILL.md",[1679,1680,1682,1684],{"path":285,"priority":273},{"path":1681,"priority":376},"references/datasets.md",{"path":1683,"priority":376},"references/hyperparameters.md",{"path":1685,"priority":376},"references/loss-functions.md",{"basePath":1687,"description":1688,"displayName":1689,"installMethods":1690,"rationale":1691,"selectedPaths":1692,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-slime","Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.","slime-rl-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-slime/SKILL.md",[1693,1694,1695],{"path":285,"priority":273},{"path":1654,"priority":376},{"path":378,"priority":376},{"basePath":1697,"description":1698,"displayName":1699,"installMethods":1700,"rationale":1701,"selectedPaths":1702,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-torchforge","Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.","torchforge-rl-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-torchforge/SKILL.md",[1703,1704,1705],{"path":285,"priority":273},{"path":1654,"priority":376},{"path":378,"priority":376},{"basePath":1707,"description":1708,"displayName":1709,"installMethods":1710,"rationale":1711,"selectedPaths":1712,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-trl-fine-tuning","Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.","fine-tuning-with-trl",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-trl-fine-tuning/SKILL.md",[1713,1714,1716,1718,1720],{"path":285,"priority":273},{"path":1715,"priority":376},"references/dpo-variants.md",{"path":1717,"priority":376},"references/online-rl.md",{"path":1719,"priority":376},"references/reward-modeling.md",{"path":1721,"priority":376},"references/sft-training.md",{"basePath":1723,"description":1724,"displayName":1725,"installMethods":1726,"rationale":1727,"selectedPaths":1728,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/post-training-verl","Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.","verl-rl-training",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/post-training-verl/SKILL.md",[1729,1730,1731],{"path":285,"priority":273},{"path":1654,"priority":376},{"path":378,"priority":376},{"basePath":1733,"description":1734,"displayName":1735,"installMethods":1736,"rationale":1737,"selectedPaths":1738,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-caching","Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augmented.","prompt-caching",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-caching/SKILL.md",[1739],{"path":285,"priority":273},{"basePath":1741,"description":1742,"displayName":1743,"installMethods":1744,"rationale":1745,"selectedPaths":1746,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineer","Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation. Use when: prompt engineering, system prompt, few-shot, chain of thought, prompt design.","prompt-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineer/SKILL.md",[1747],{"path":285,"priority":273},{"basePath":1749,"description":1750,"displayName":1751,"installMethods":1752,"rationale":1753,"selectedPaths":1754,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineering","Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.","prompt-engineering",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineering/SKILL.md",[1755],{"path":285,"priority":273},{"basePath":1757,"description":1758,"displayName":1759,"installMethods":1760,"rationale":1761,"selectedPaths":1762,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineering-dspy","Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming","dspy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineering-dspy/SKILL.md",[1763,1764,1765,1767],{"path":285,"priority":273},{"path":689,"priority":376},{"path":1766,"priority":376},"references/modules.md",{"path":1768,"priority":376},"references/optimizers.md",{"basePath":1770,"description":1771,"displayName":1772,"installMethods":1773,"rationale":1774,"selectedPaths":1775,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineering-guidance","Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework","guidance",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineering-guidance/SKILL.md",[1776,1777,1779,1781],{"path":285,"priority":273},{"path":1778,"priority":376},"references/backends.md",{"path":1780,"priority":376},"references/constraints.md",{"path":689,"priority":376},{"basePath":1783,"description":1784,"displayName":1785,"installMethods":1786,"rationale":1787,"selectedPaths":1788,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineering-instructor","Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library","instructor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineering-instructor/SKILL.md",[1789,1790,1791,1793],{"path":285,"priority":273},{"path":689,"priority":376},{"path":1792,"priority":376},"references/providers.md",{"path":1794,"priority":376},"references/validation.md",{"basePath":1796,"description":1797,"displayName":1798,"installMethods":1799,"rationale":1800,"selectedPaths":1801,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineering-outlines","Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library","outlines",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineering-outlines/SKILL.md",[1802,1803,1804,1805],{"path":285,"priority":273},{"path":1778,"priority":376},{"path":689,"priority":376},{"path":1806,"priority":376},"references/json_generation.md",{"basePath":1808,"description":1809,"displayName":1810,"installMethods":1811,"rationale":1812,"selectedPaths":1813,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-engineering-patterns","Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.","prompt-engineering-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-engineering-patterns/SKILL.md",[1814,1815,1817,1819,1821,1823,1825,1827,1829],{"path":285,"priority":273},{"path":1816,"priority":639},"assets/few-shot-examples.json",{"path":1818,"priority":639},"assets/prompt-template-library.md",{"path":1820,"priority":376},"references/chain-of-thought.md",{"path":1822,"priority":376},"references/few-shot-learning.md",{"path":1824,"priority":376},"references/prompt-optimization.md",{"path":1826,"priority":376},"references/prompt-templates.md",{"path":1828,"priority":376},"references/system-prompts.md",{"path":1830,"priority":639},"scripts/optimize-prompt.py",{"basePath":1832,"description":1833,"displayName":1834,"installMethods":1835,"rationale":1836,"selectedPaths":1837,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/prompt-library","Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-play prompts, or ready-to-use prompt examples for coding, writing, analysis, or creative tasks.","prompt-library",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/prompt-library/SKILL.md",[1838],{"path":285,"priority":273},{"basePath":1840,"description":1841,"displayName":1842,"installMethods":1843,"rationale":1844,"selectedPaths":1845,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/pydantic-ai","Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.","pydantic-ai",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/pydantic-ai/SKILL.md",[1846],{"path":285,"priority":273},{"basePath":1848,"description":1849,"displayName":1850,"installMethods":1851,"rationale":1852,"selectedPaths":1853,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/qa-test-planner","Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.","qa-test-planner",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/qa-test-planner/SKILL.md",[1854,1855,1856,1858,1860,1862,1864,1866],{"path":285,"priority":273},{"path":547,"priority":548},{"path":1857,"priority":376},"references/bug_report_templates.md",{"path":1859,"priority":376},"references/figma_validation.md",{"path":1861,"priority":376},"references/regression_testing.md",{"path":1863,"priority":376},"references/test_case_templates.md",{"path":1865,"priority":639},"scripts/create_bug_report.sh",{"path":1867,"priority":639},"scripts/generate_test_cases.sh",{"basePath":1869,"description":1870,"displayName":1871,"installMethods":1872,"rationale":1873,"selectedPaths":1874,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-chroma","Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.","chroma",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-chroma/SKILL.md",[1875,1876],{"path":285,"priority":273},{"path":403,"priority":376},{"basePath":1878,"description":1879,"displayName":1880,"installMethods":1881,"rationale":1882,"selectedPaths":1883,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-engineer","Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vector search, embeddings, semantic search, document retrieval.","rag-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-engineer/SKILL.md",[1884],{"path":285,"priority":273},{"basePath":1886,"description":1887,"displayName":1888,"installMethods":1889,"rationale":1890,"selectedPaths":1891,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-faiss","Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.","faiss",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-faiss/SKILL.md",[1892,1893],{"path":285,"priority":273},{"path":1894,"priority":376},"references/index_types.md",{"basePath":1896,"description":1897,"displayName":1898,"installMethods":1899,"rationale":1900,"selectedPaths":1901,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-implementation","Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embeddings, semantic search.","rag-implementation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-implementation/SKILL.md",[1902],{"path":285,"priority":273},{"basePath":1904,"description":1905,"displayName":1906,"installMethods":1907,"rationale":1908,"selectedPaths":1909,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-pinecone","Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (\u003C100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.","pinecone",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-pinecone/SKILL.md",[1910,1911],{"path":285,"priority":273},{"path":903,"priority":376},{"basePath":1913,"description":1914,"displayName":1915,"installMethods":1916,"rationale":1917,"selectedPaths":1918,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-qdrant","High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.","qdrant-vector-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-qdrant/SKILL.md",[1919,1920,1921],{"path":285,"priority":273},{"path":375,"priority":376},{"path":378,"priority":376},{"basePath":1923,"description":1924,"displayName":1925,"installMethods":1926,"rationale":1927,"selectedPaths":1928,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/rag-sentence-transformers","Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings for RAG, semantic search, or similarity tasks. Best for production embedding generation.","sentence-transformers",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/rag-sentence-transformers/SKILL.md",[1929,1930],{"path":285,"priority":273},{"path":1931,"priority":376},"references/models.md",{"basePath":1933,"description":1934,"displayName":1935,"installMethods":1936,"rationale":1937,"selectedPaths":1938,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/research-engineer","An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.","research-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/research-engineer/SKILL.md",[1939],{"path":285,"priority":273},{"basePath":1941,"description":1942,"displayName":1943,"installMethods":1944,"rationale":1945,"selectedPaths":1946,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/safety-alignment-constitutional-ai","Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.","constitutional-ai",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/safety-alignment-constitutional-ai/SKILL.md",[1947],{"path":285,"priority":273},{"basePath":1949,"description":1950,"displayName":1951,"installMethods":1952,"rationale":1953,"selectedPaths":1954,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/safety-alignment-llamaguard","Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-harm, criminal planning. 94-95% accuracy. Deploy with vLLM, HuggingFace, Sagemaker. Integrates with NeMo Guardrails.","llamaguard",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/safety-alignment-llamaguard/SKILL.md",[1955],{"path":285,"priority":273},{"basePath":1957,"description":1958,"displayName":1959,"installMethods":1960,"rationale":1961,"selectedPaths":1962,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/safety-alignment-nemo-guardrails","NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, toxicity detection. Uses Colang 2.0 DSL for programmable rails. Production-ready, runs on T4 GPU.","nemo-guardrails",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/safety-alignment-nemo-guardrails/SKILL.md",[1963],{"path":285,"priority":273},{"basePath":1965,"description":1966,"displayName":1967,"installMethods":1968,"rationale":1969,"selectedPaths":1970,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/subagent-driven-development","Use when executing implementation plans with independent tasks in the current session","subagent-driven-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/subagent-driven-development/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/development/subagent-driven-development)",[1971,1972,1974,1976],{"path":285,"priority":273},{"path":1973,"priority":376},"code-quality-reviewer-prompt.md",{"path":1975,"priority":376},"implementer-prompt.md",{"path":1977,"priority":376},"spec-reviewer-prompt.md",{"basePath":1979,"description":1980,"displayName":1981,"installMethods":1982,"rationale":1983,"selectedPaths":1984,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/tokenization-huggingface-tokenizers","Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in \u003C20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.","huggingface-tokenizers",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/tokenization-huggingface-tokenizers/SKILL.md",[1985,1986,1988,1989,1991],{"path":285,"priority":273},{"path":1987,"priority":376},"references/algorithms.md",{"path":403,"priority":376},{"path":1990,"priority":376},"references/pipeline.md",{"path":715,"priority":376},{"basePath":1993,"description":1994,"displayName":1995,"installMethods":1996,"rationale":1997,"selectedPaths":1998,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/tokenization-sentencepiece","Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB memory), deterministic vocabulary. Used by T5, ALBERT, XLNet, mBART. Train on raw text without pre-tokenization. Use when you need multilingual support, CJK languages, or reproducible tokenization.","sentencepiece",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/tokenization-sentencepiece/SKILL.md",[1999,2000,2001],{"path":285,"priority":273},{"path":1987,"priority":376},{"path":715,"priority":376},{"basePath":2003,"description":2004,"displayName":2005,"installMethods":2006,"rationale":2007,"selectedPaths":2008,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/voice-agents","Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flow with sub-800ms latency while handling interruptions, background noise, and emotional nuance.  This skill covers two architectures: speech-to-speech (OpenAI Realtime API, lowest latency, most natural) and pipeline (STT→LLM→TTS, more control, easier to debug). Key insight: latency is the constraint. Hu","voice-agents",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/voice-agents/SKILL.md",[2009],{"path":285,"priority":273},{"basePath":2011,"description":2012,"displayName":2013,"installMethods":2014,"rationale":2015,"selectedPaths":2016,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/ai-research/voice-ai-development","Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis, LiveKit for real-time infrastructure, and WebRTC fundamentals. Knows how to build low-latency, production-ready voice experiences. Use when: voice ai, voice agent, speech to text, text to speech, realtime voice.","voice-ai-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/ai-research/voice-ai-development/SKILL.md",[2017],{"path":285,"priority":273},{"basePath":2019,"description":2020,"displayName":2021,"installMethods":2022,"rationale":2023,"selectedPaths":2024,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/analytics/google-analytics","Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when the user asks about analytics, website metrics, traffic analysis, conversion rates, user behavior, or performance optimization.","google-analytics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/analytics/google-analytics/SKILL.md",[2025,2026,2028,2030,2032],{"path":285,"priority":273},{"path":2027,"priority":376},"EXAMPLES.md",{"path":2029,"priority":376},"REFERENCE.md",{"path":2031,"priority":639},"scripts/analyze.py",{"path":2033,"priority":639},"scripts/ga_client.py",{"basePath":2035,"description":2036,"displayName":2037,"installMethods":2038,"rationale":2039,"selectedPaths":2040,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/ab-test-setup","When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" or \"hypothesis.\" For tracking implementation, see analytics-tracking.","ab-test-setup",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/ab-test-setup/SKILL.md",[2041],{"path":285,"priority":273},{"basePath":2043,"description":2044,"displayName":2045,"installMethods":2046,"rationale":2047,"selectedPaths":2048,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/agile-product-owner","Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.","agile-product-owner",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/agile-product-owner/SKILL.md",[2049,2050],{"path":285,"priority":273},{"path":2051,"priority":639},"scripts/user_story_generator.py",{"basePath":2053,"description":2054,"displayName":2055,"installMethods":2056,"rationale":2057,"selectedPaths":2058,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/ai-product","Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.  This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns.","ai-product",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/ai-product/SKILL.md",[2059],{"path":285,"priority":273},{"basePath":2061,"description":2062,"displayName":2063,"installMethods":2064,"rationale":2065,"selectedPaths":2066,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/ai-wrapper-product","Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS.","ai-wrapper-product",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/ai-wrapper-product/SKILL.md",[2067],{"path":285,"priority":273},{"basePath":2069,"description":2070,"displayName":2071,"installMethods":2072,"rationale":2073,"selectedPaths":2074,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/analytics-tracking","When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" or \"tracking plan.\" For A/B test measurement, see ab-test-setup.","analytics-tracking",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/analytics-tracking/SKILL.md",[2075],{"path":285,"priority":273},{"basePath":2077,"description":2078,"displayName":2079,"installMethods":2080,"rationale":2081,"selectedPaths":2082,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/app-builder","Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.","app-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/app-builder/SKILL.md",[2083,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2120],{"path":285,"priority":273},{"path":2085,"priority":376},"agent-coordination.md",{"path":2087,"priority":376},"feature-building.md",{"path":2089,"priority":376},"project-detection.md",{"path":2091,"priority":376},"scaffolding.md",{"path":2093,"priority":376},"tech-stack.md",{"path":2095,"priority":639},"templates/SKILL.md",{"path":2097,"priority":639},"templates/astro-static/TEMPLATE.md",{"path":2099,"priority":639},"templates/chrome-extension/TEMPLATE.md",{"path":2101,"priority":639},"templates/cli-tool/TEMPLATE.md",{"path":2103,"priority":639},"templates/electron-desktop/TEMPLATE.md",{"path":2105,"priority":639},"templates/express-api/TEMPLATE.md",{"path":2107,"priority":639},"templates/flutter-app/TEMPLATE.md",{"path":2109,"priority":639},"templates/monorepo-turborepo/TEMPLATE.md",{"path":2111,"priority":639},"templates/nextjs-fullstack/TEMPLATE.md",{"path":2113,"priority":639},"templates/nextjs-saas/TEMPLATE.md",{"path":2115,"priority":639},"templates/nextjs-static/TEMPLATE.md",{"path":2117,"priority":639},"templates/nuxt-app/TEMPLATE.md",{"path":2119,"priority":639},"templates/python-fastapi/TEMPLATE.md",{"path":2121,"priority":639},"templates/react-native-app/TEMPLATE.md",{"basePath":2123,"description":2124,"displayName":2125,"installMethods":2126,"rationale":2127,"selectedPaths":2128,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/app-builder/templates","Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.","templates",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/app-builder/templates/SKILL.md",[2129],{"path":285,"priority":273},{"basePath":2131,"description":2132,"displayName":2133,"installMethods":2134,"rationale":2135,"selectedPaths":2136,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/app-store-optimization","Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store","app-store-optimization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/app-store-optimization/SKILL.md",[2137,2138,2139],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2140,"priority":376},"HOW_TO_USE.md",{"basePath":2142,"description":2143,"displayName":2144,"installMethods":2145,"rationale":2146,"selectedPaths":2147,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/brand-guidelines","Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.","brand-guidelines",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/brand-guidelines/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/business-marketing/brand-guidelines-anthropic, cli-tool/components/skills/business-marketing/brand-guidelines-community)",[2148,2149],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":2151,"description":2152,"displayName":2153,"installMethods":2154,"rationale":2155,"selectedPaths":2156,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/ceo-advisor","Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.","ceo-advisor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/ceo-advisor/SKILL.md",[2157,2158,2160,2162,2164,2166],{"path":285,"priority":273},{"path":2159,"priority":376},"references/board_governance_investor_relations.md",{"path":2161,"priority":376},"references/executive_decision_framework.md",{"path":2163,"priority":376},"references/leadership_organizational_culture.md",{"path":2165,"priority":639},"scripts/financial_scenario_analyzer.py",{"path":2167,"priority":639},"scripts/strategy_analyzer.py",{"basePath":2169,"description":2170,"displayName":2171,"installMethods":2172,"rationale":2173,"selectedPaths":2174,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/competitive-ads-extractor","Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.","competitive-ads-extractor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/competitive-ads-extractor/SKILL.md",[2175],{"path":285,"priority":273},{"basePath":2177,"description":2178,"displayName":2179,"installMethods":2180,"rationale":2181,"selectedPaths":2182,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/competitor-alternatives","When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' or 'competitive landing pages.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables.","competitor-alternatives",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/competitor-alternatives/SKILL.md",[2183],{"path":285,"priority":273},{"basePath":2185,"description":2186,"displayName":2187,"installMethods":2188,"rationale":2189,"selectedPaths":2190,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/content-creator","Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy.","content-creator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/content-creator/SKILL.md",[2191,2192,2194,2196,2198,2200,2202],{"path":285,"priority":273},{"path":2193,"priority":639},"assets/content_calendar_template.md",{"path":2195,"priority":376},"references/brand_guidelines.md",{"path":2197,"priority":376},"references/content_frameworks.md",{"path":2199,"priority":376},"references/social_media_optimization.md",{"path":2201,"priority":639},"scripts/brand_voice_analyzer.py",{"path":2203,"priority":639},"scripts/seo_optimizer.py",{"basePath":2205,"description":2206,"displayName":2207,"installMethods":2208,"rationale":2209,"selectedPaths":2210,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/content-research-writer","Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.","content-research-writer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/content-research-writer/SKILL.md",[2211],{"path":285,"priority":273},{"basePath":2213,"description":2214,"displayName":2215,"installMethods":2216,"rationale":2217,"selectedPaths":2218,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/copy-editing","When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.","copy-editing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/copy-editing/SKILL.md",[2219],{"path":285,"priority":273},{"basePath":2221,"description":2222,"displayName":2223,"installMethods":2224,"rationale":2225,"selectedPaths":2226,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/copywriting","When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"CTA copy.\" For email copy, see email-sequence. For popup copy, see popup-cro.","copywriting",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/copywriting/SKILL.md",[2227],{"path":285,"priority":273},{"basePath":2229,"description":2230,"displayName":2231,"installMethods":2232,"rationale":2233,"selectedPaths":2234,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/cto-advisor","Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.","cto-advisor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/cto-advisor/SKILL.md",[2235,2236,2238,2240,2242,2244],{"path":285,"priority":273},{"path":2237,"priority":376},"references/architecture_decision_records.md",{"path":2239,"priority":376},"references/engineering_metrics.md",{"path":2241,"priority":376},"references/technology_evaluation_framework.md",{"path":2243,"priority":639},"scripts/team_scaling_calculator.py",{"path":2245,"priority":639},"scripts/tech_debt_analyzer.py",{"basePath":2247,"description":2248,"displayName":2249,"installMethods":2250,"rationale":2251,"selectedPaths":2252,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/email-sequence","When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campaign,\" \"nurture sequence,\" \"onboarding emails,\" \"welcome sequence,\" \"re-engagement emails,\" \"email automation,\" or \"lifecycle emails.\" For in-app onboarding, see onboarding-cro.","email-sequence",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/email-sequence/SKILL.md",[2253],{"path":285,"priority":273},{"basePath":2255,"description":2256,"displayName":2257,"installMethods":2258,"rationale":2259,"selectedPaths":2260,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/email-systems","Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders.  This skill covers transactional email that works, marketing automation that converts, deliverability that reaches inboxes, and the infrastructure decisions that scale. Use when: keywords, file_patterns, code_patterns.","email-systems",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/email-systems/SKILL.md",[2261],{"path":285,"priority":273},{"basePath":2263,"description":2264,"displayName":2265,"installMethods":2266,"rationale":2267,"selectedPaths":2268,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/form-cro","When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions \"form optimization,\" \"lead form conversions,\" \"form friction,\" \"form fields,\" \"form completion rate,\" or \"contact form.\" For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.","form-cro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/form-cro/SKILL.md",[2269],{"path":285,"priority":273},{"basePath":2271,"description":2272,"displayName":2273,"installMethods":2274,"rationale":2275,"selectedPaths":2276,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/free-tool-strategy","When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as marketing,\" \"free tool,\" \"marketing tool,\" \"calculator,\" \"generator,\" \"interactive tool,\" \"lead gen tool,\" \"build a tool for leads,\" or \"free resource.\" This skill bridges engineering and marketing — useful for founders and technical marketers.","free-tool-strategy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/free-tool-strategy/SKILL.md",[2277],{"path":285,"priority":273},{"basePath":2279,"description":2280,"displayName":2281,"installMethods":2282,"rationale":2283,"selectedPaths":2284,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/launch-strategy","When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' or 'product update.' This skill covers phased launches, channel strategy, and ongoing launch momentum.","launch-strategy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/launch-strategy/SKILL.md",[2285],{"path":285,"priority":273},{"basePath":2287,"description":2288,"displayName":2289,"installMethods":2290,"rationale":2291,"selectedPaths":2292,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/lead-research-assistant","Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.","lead-research-assistant",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/lead-research-assistant/SKILL.md",[2293],{"path":285,"priority":273},{"basePath":2295,"description":2296,"displayName":2297,"installMethods":2298,"rationale":2299,"selectedPaths":2300,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/marketing-demand-acquisition","Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.","marketing-demand-acquisition",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/marketing-demand-acquisition/SKILL.md",[2301,2302],{"path":285,"priority":273},{"path":2303,"priority":639},"scripts/calculate_cac.py",{"basePath":2305,"description":2306,"displayName":2307,"installMethods":2308,"rationale":2309,"selectedPaths":2310,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/marketing-ideas","When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 140 proven marketing approaches organized by category.","marketing-ideas",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/marketing-ideas/SKILL.md",[2311],{"path":285,"priority":273},{"basePath":2313,"description":2314,"displayName":2315,"installMethods":2316,"rationale":2317,"selectedPaths":2318,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/marketing-psychology","When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.","marketing-psychology",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/marketing-psychology/SKILL.md",[2319],{"path":285,"priority":273},{"basePath":2321,"description":2322,"displayName":2323,"installMethods":2324,"rationale":2325,"selectedPaths":2326,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/marketing-strategy-pmm","Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.","marketing-strategy-pmm",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/marketing-strategy-pmm/SKILL.md",[2327],{"path":285,"priority":273},{"basePath":2329,"description":2330,"displayName":2331,"installMethods":2332,"rationale":2333,"selectedPaths":2334,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/micro-saas-launcher","Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when: micro saas, indie hacker, small saas, side project, saas mvp.","micro-saas-launcher",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/micro-saas-launcher/SKILL.md",[2335],{"path":285,"priority":273},{"basePath":2337,"description":2338,"displayName":2339,"installMethods":2340,"rationale":2341,"selectedPaths":2342,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/onboarding-cro","When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" or \"new user experience.\" For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.","onboarding-cro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/onboarding-cro/SKILL.md",[2343],{"path":285,"priority":273},{"basePath":2345,"description":2346,"displayName":2347,"installMethods":2348,"rationale":2349,"selectedPaths":2350,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/page-cro","When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says \"CRO,\" \"conversion rate optimization,\" \"this page isn't converting,\" \"improve conversions,\" or \"why isn't this page working.\" For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.","page-cro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/page-cro/SKILL.md",[2351],{"path":285,"priority":273},{"basePath":2353,"description":2354,"displayName":2355,"installMethods":2356,"rationale":2357,"selectedPaths":2358,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/paid-ads","When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization.","paid-ads",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/paid-ads/SKILL.md",[2359],{"path":285,"priority":273},{"basePath":2361,"description":2362,"displayName":2363,"installMethods":2364,"rationale":2365,"selectedPaths":2366,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/paywall-upgrade-cro","When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,\" \"upsell,\" \"feature gate,\" \"convert free to paid,\" \"freemium conversion,\" \"trial expiration screen,\" \"limit reached screen,\" \"plan upgrade prompt,\" or \"in-app pricing.\" Distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value.","paywall-upgrade-cro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/paywall-upgrade-cro/SKILL.md",[2367],{"path":285,"priority":273},{"basePath":2369,"description":2370,"displayName":2371,"installMethods":2372,"rationale":2373,"selectedPaths":2374,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/popup-cro","When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions \"exit intent,\" \"popup conversions,\" \"modal optimization,\" \"lead capture popup,\" \"email popup,\" \"announcement banner,\" or \"overlay.\" For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.","popup-cro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/popup-cro/SKILL.md",[2375],{"path":285,"priority":273},{"basePath":2377,"description":2378,"displayName":2379,"installMethods":2380,"rationale":2381,"selectedPaths":2382,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/pricing-strategy","When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy.","pricing-strategy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/pricing-strategy/SKILL.md",[2383],{"path":285,"priority":273},{"basePath":2385,"description":2386,"displayName":2387,"installMethods":2388,"rationale":2389,"selectedPaths":2390,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/product-manager-toolkit","Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.","product-manager-toolkit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/product-manager-toolkit/SKILL.md",[2391,2392,2394,2396],{"path":285,"priority":273},{"path":2393,"priority":376},"references/prd_templates.md",{"path":2395,"priority":639},"scripts/customer_interview_analyzer.py",{"path":2397,"priority":639},"scripts/rice_prioritizer.py",{"basePath":2399,"description":2400,"displayName":2401,"installMethods":2402,"rationale":2403,"selectedPaths":2404,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/product-strategist","Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.","product-strategist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/product-strategist/SKILL.md",[2405,2406],{"path":285,"priority":273},{"path":2407,"priority":639},"scripts/okr_cascade_generator.py",{"basePath":2409,"description":2410,"displayName":2411,"installMethods":2412,"rationale":2413,"selectedPaths":2414,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/programmatic-seo","When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions \"programmatic SEO,\" \"template pages,\" \"pages at scale,\" \"directory pages,\" \"location pages,\" \"[keyword] + [city] pages,\" \"comparison pages,\" \"integration pages,\" or \"building many pages for SEO.\" For auditing existing SEO issues, see seo-audit.","programmatic-seo",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/programmatic-seo/SKILL.md",[2415],{"path":285,"priority":273},{"basePath":2417,"description":2418,"displayName":2419,"installMethods":2420,"rationale":2421,"selectedPaths":2422,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/referral-program","When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' or 'partner program.' This skill covers program design, incentive structure, and growth optimization.","referral-program",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/referral-program/SKILL.md",[2423],{"path":285,"priority":273},{"basePath":2425,"description":2426,"displayName":2427,"installMethods":2428,"rationale":2429,"selectedPaths":2430,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/schema-markup","When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions \"schema markup,\" \"structured data,\" \"JSON-LD,\" \"rich snippets,\" \"schema.org,\" \"FAQ schema,\" \"product schema,\" \"review schema,\" or \"breadcrumb schema.\" For broader SEO issues, see seo-audit.","schema-markup",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/schema-markup/SKILL.md",[2431],{"path":285,"priority":273},{"basePath":2433,"description":2434,"displayName":2435,"installMethods":2436,"rationale":2437,"selectedPaths":2438,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/seo-audit","When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions \"SEO audit,\" \"technical SEO,\" \"why am I not ranking,\" \"SEO issues,\" \"on-page SEO,\" \"meta tags review,\" or \"SEO health check.\" For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.","seo-audit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/seo-audit/SKILL.md",[2439],{"path":285,"priority":273},{"basePath":2441,"description":2442,"displayName":2443,"installMethods":2444,"rationale":2445,"selectedPaths":2446,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/seo-fundamentals","SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.","seo-fundamentals",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/seo-fundamentals/SKILL.md",[2447,2448],{"path":285,"priority":273},{"path":2449,"priority":639},"scripts/seo_checker.py",{"basePath":2451,"description":2452,"displayName":2453,"installMethods":2454,"rationale":2455,"selectedPaths":2456,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/seo-optimizer","Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content, improving search rankings, conducting keyword analysis, or implementing SEO best practices. Expert in on-page SEO, meta tags, schema markup, and Core Web Vitals.","seo-optimizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/seo-optimizer/SKILL.md",[2457],{"path":285,"priority":273},{"basePath":2459,"description":2460,"displayName":2461,"installMethods":2462,"rationale":2463,"selectedPaths":2464,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/signup-flow-cro","When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup form optimization,\" \"free trial signup,\" \"reduce signup dropoff,\" or \"account creation flow.\" For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro.","signup-flow-cro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/signup-flow-cro/SKILL.md",[2465],{"path":285,"priority":273},{"basePath":2467,"description":2468,"displayName":2469,"installMethods":2470,"rationale":2471,"selectedPaths":2472,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/social-content","When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.","social-content",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/social-content/SKILL.md",[2473],{"path":285,"priority":273},{"basePath":2475,"description":2476,"displayName":2477,"installMethods":2478,"rationale":2479,"selectedPaths":2480,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/business-marketing/viral-generator-builder","Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. Use when: generator tool, quiz maker, name generator, avatar creator, viral tool.","viral-generator-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/business-marketing/viral-generator-builder/SKILL.md",[2481],{"path":285,"priority":273},{"basePath":2483,"description":2484,"displayName":2485,"installMethods":2486,"rationale":2487,"selectedPaths":2488,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/marketing/x-twitter-scraper","X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup, follower extraction, engagement metrics, giveaway contest draws, trending topics, account monitoring, reply/retweet/quote extraction, community & Space data, mutual follow checks. Works with Claude Code, Cursor, Codex, Copilot, Windsurf & 40+ agents.","x-twitter-scraper",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/marketing/x-twitter-scraper/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/business-marketing/x-twitter-scraper)",[2489],{"path":285,"priority":273},{"basePath":2491,"description":2492,"displayName":2493,"installMethods":2494,"rationale":2495,"selectedPaths":2496,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/3d-web-experience","Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.","3d-web-experience",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/3d-web-experience/SKILL.md",[2497],{"path":285,"priority":273},{"basePath":2499,"description":2500,"displayName":2501,"installMethods":2502,"rationale":2503,"selectedPaths":2504,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/accessibility-auditor","Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues, implementing WCAG 2.1 AA/AAA standards, testing with screen readers, or ensuring ADA compliance. Expert in semantic HTML, keyboard navigation, and assistive technology compatibility.","accessibility-auditor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/accessibility-auditor/SKILL.md",[2505],{"path":285,"priority":273},{"basePath":2507,"description":2508,"displayName":2509,"installMethods":2510,"rationale":2511,"selectedPaths":2512,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/algorithmic-art","Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.","algorithmic-art",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/algorithmic-art/SKILL.md",[2513,2514,2515,2517],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":2516,"priority":639},"templates/generator_template.js",{"path":2518,"priority":639},"templates/viewer.html",{"basePath":2520,"description":2521,"displayName":2522,"installMethods":2523,"rationale":2524,"selectedPaths":2525,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/c4-architecture","Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include \"architecture diagram\", \"C4 diagram\", \"system context\", \"container diagram\", \"component diagram\", \"deployment diagram\", \"document architecture\", \"visualize architecture\".","c4-architecture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/c4-architecture/SKILL.md",[2526,2527,2528,2529,2531],{"path":285,"priority":273},{"path":547,"priority":548},{"path":1143,"priority":376},{"path":2530,"priority":376},"references/c4-syntax.md",{"path":2532,"priority":376},"references/common-mistakes.md",{"basePath":2534,"description":2535,"displayName":2536,"installMethods":2537,"rationale":2538,"selectedPaths":2539,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/canvas-design","Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.","canvas-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/canvas-design/SKILL.md",[2540,2541],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":2543,"description":2544,"displayName":2545,"installMethods":2546,"rationale":2547,"selectedPaths":2548,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/claude-d3js-skill","Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke visualisations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment.","d3-viz",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/claude-d3js-skill/SKILL.md",[2549,2550,2552,2554,2556,2558,2560],{"path":285,"priority":273},{"path":2551,"priority":639},"assets/chart-template.jsx",{"path":2553,"priority":639},"assets/interactive-template.jsx",{"path":2555,"priority":639},"assets/sample-data.json",{"path":2557,"priority":376},"references/colour-schemes.md",{"path":2559,"priority":376},"references/d3-patterns.md",{"path":2561,"priority":376},"references/scale-reference.md",{"basePath":2563,"description":2564,"displayName":2565,"installMethods":2566,"rationale":2567,"selectedPaths":2568,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/develop-web-game","Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.","develop-web-game",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/develop-web-game/SKILL.md",[2569,2570,2571,2573,2575,2577],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":2572,"priority":639},"assets/game-small.svg",{"path":2574,"priority":639},"assets/game.png",{"path":2576,"priority":376},"references/action_payloads.json",{"path":2578,"priority":639},"scripts/web_game_playwright_client.js",{"basePath":2580,"description":2581,"displayName":2582,"installMethods":2583,"rationale":2584,"selectedPaths":2585,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/diagrammer","Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, system architecture, state machine, data pipeline, or any node-and-edge technical visual they want as an SVG for docs, READMEs, posts, or slides.","diagrammer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/diagrammer/SKILL.md",[2586],{"path":285,"priority":273},{"basePath":2588,"description":2589,"displayName":2590,"installMethods":2591,"rationale":2592,"selectedPaths":2593,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/draw-io","draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.","draw-io",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/draw-io/SKILL.md",[2594,2595,2596,2598,2600,2602],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2597,"priority":376},"references/aws-icons.md",{"path":2599,"priority":376},"references/layout-guidelines.md",{"path":2601,"priority":639},"scripts/convert-drawio-to-png.sh",{"path":2603,"priority":639},"scripts/find_aws_icon.py",{"basePath":2605,"description":2606,"displayName":2607,"installMethods":2608,"rationale":2609,"selectedPaths":2610,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/excalidraw","Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent context exhaustion from verbose JSON (single files: 4k-22k tokens, can exceed read limits)","excalidraw",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/excalidraw/SKILL.md",[2611,2612],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":2614,"description":2615,"displayName":2616,"installMethods":2617,"rationale":2618,"selectedPaths":2619,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/executing-marketing-campaigns","Plans, creates, and optimizes marketing campaigns including content strategy, social media, email, and analytics. Helps develop go-to-market strategies, campaign messaging, and performance measurement.","executing-marketing-campaigns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/executing-marketing-campaigns/SKILL.md",[2620,2621,2622,2624,2626,2628,2630],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2623,"priority":376},"DELIVERY_SUMMARY.md",{"path":2625,"priority":376},"DIRECTORY_STRUCTURE.md",{"path":2627,"priority":376},"IMPLEMENTATION_GUIDE.md",{"path":2629,"priority":639},"examples/campaigns_sample.csv",{"path":2631,"priority":639},"scripts/marketing_utils.py",{"basePath":2633,"description":2634,"displayName":2635,"installMethods":2636,"rationale":2637,"selectedPaths":2638,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/figma","Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.","figma",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/figma/SKILL.md",[2639,2640,2641,2643,2645,2647,2649],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":2642,"priority":639},"assets/figma-small.svg",{"path":2644,"priority":639},"assets/figma.png",{"path":2646,"priority":639},"assets/icon.svg",{"path":2648,"priority":376},"references/figma-mcp-config.md",{"path":2650,"priority":376},"references/figma-tools-and-prompts.md",{"basePath":2652,"description":2653,"displayName":2654,"installMethods":2655,"rationale":2656,"selectedPaths":2657,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/figma-implement-design","Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.","figma-implement-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/figma-implement-design/SKILL.md",[2658,2659,2660,2661,2662],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":2642,"priority":639},{"path":2644,"priority":639},{"path":2646,"priority":639},{"basePath":2664,"description":2665,"displayName":2666,"installMethods":2667,"rationale":2668,"selectedPaths":2669,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/frontend-design","Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.","frontend-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/frontend-design/SKILL.md",[2670,2671],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":2673,"description":2674,"displayName":2675,"installMethods":2676,"rationale":2677,"selectedPaths":2678,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/2d-games","2D game development principles. Sprites, tilemaps, physics, camera.","2d-games",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/2d-games/SKILL.md",[2679],{"path":285,"priority":273},{"basePath":2681,"description":2682,"displayName":2683,"installMethods":2684,"rationale":2685,"selectedPaths":2686,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/3d-games","3D game development principles. Rendering, shaders, physics, cameras.","3d-games",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/3d-games/SKILL.md",[2687],{"path":285,"priority":273},{"basePath":2689,"description":2690,"displayName":2691,"installMethods":2692,"rationale":2693,"selectedPaths":2694,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development","Game development orchestrator. Routes to platform-specific skills based on project needs.","game-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/SKILL.md",[2695],{"path":285,"priority":273},{"basePath":2697,"description":2698,"displayName":2699,"installMethods":2700,"rationale":2701,"selectedPaths":2702,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/game-art","Game art principles. Visual style selection, asset pipeline, animation workflow.","game-art",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/game-art/SKILL.md",[2703],{"path":285,"priority":273},{"basePath":2705,"description":2706,"displayName":2707,"installMethods":2708,"rationale":2709,"selectedPaths":2710,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/game-audio","Game audio principles. Sound design, music integration, adaptive audio systems.","game-audio",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/game-audio/SKILL.md",[2711],{"path":285,"priority":273},{"basePath":2713,"description":2714,"displayName":2715,"installMethods":2716,"rationale":2717,"selectedPaths":2718,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/game-design","Game design principles. GDD structure, balancing, player psychology, progression.","game-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/game-design/SKILL.md",[2719],{"path":285,"priority":273},{"basePath":2721,"description":2722,"displayName":2723,"installMethods":2724,"rationale":2725,"selectedPaths":2726,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/mobile-games","Mobile game development principles. Touch input, battery, performance, app stores.","mobile-games",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/mobile-games/SKILL.md",[2727],{"path":285,"priority":273},{"basePath":2729,"description":2730,"displayName":2731,"installMethods":2732,"rationale":2733,"selectedPaths":2734,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/multiplayer","Multiplayer game development principles. Architecture, networking, synchronization.","multiplayer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/multiplayer/SKILL.md",[2735],{"path":285,"priority":273},{"basePath":2737,"description":2738,"displayName":2739,"installMethods":2740,"rationale":2741,"selectedPaths":2742,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/pc-games","PC and console game development principles. Engine selection, platform features, optimization strategies.","pc-games",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/pc-games/SKILL.md",[2743],{"path":285,"priority":273},{"basePath":2745,"description":2746,"displayName":2747,"installMethods":2748,"rationale":2749,"selectedPaths":2750,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/vr-ar","VR/AR development principles. Comfort, interaction, performance requirements.","vr-ar",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/vr-ar/SKILL.md",[2751],{"path":285,"priority":273},{"basePath":2753,"description":2754,"displayName":2755,"installMethods":2756,"rationale":2757,"selectedPaths":2758,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/game-development/web-games","Web browser game development principles. Framework selection, WebGPU, optimization, PWA.","web-games",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/game-development/web-games/SKILL.md",[2759],{"path":285,"priority":273},{"basePath":2761,"description":2762,"displayName":2763,"installMethods":2764,"rationale":2765,"selectedPaths":2766,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/imagegen","Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.","imagegen",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/imagegen/SKILL.md",[2767,2768,2769,2771,2773,2775,2777,2779,2781,2783],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":2770,"priority":639},"assets/imagegen-small.svg",{"path":2772,"priority":639},"assets/imagegen.png",{"path":2774,"priority":376},"references/cli.md",{"path":2776,"priority":376},"references/codex-network.md",{"path":2778,"priority":376},"references/image-api.md",{"path":2780,"priority":376},"references/prompting.md",{"path":2782,"priority":376},"references/sample-prompts.md",{"path":2784,"priority":639},"scripts/image_gen.py",{"basePath":2786,"description":2787,"displayName":2788,"installMethods":2789,"rationale":2790,"selectedPaths":2791,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/interactive-portfolio","Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios, and portfolios that convert visitors into opportunities. Use when: portfolio, personal website, showcase work, developer portfolio, designer portfolio.","interactive-portfolio",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/interactive-portfolio/SKILL.md",[2792],{"path":285,"priority":273},{"basePath":2794,"description":2795,"displayName":2796,"installMethods":2797,"rationale":2798,"selectedPaths":2799,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/marp-slide","Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image layouts, and \"make it look good\" requests with automatic quality improvements.","marp-slide",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/marp-slide/SKILL.md",[2800,2801,2802,2804,2806,2808,2810,2812,2814,2816,2818,2820,2822,2824,2826,2828,2830,2832,2834,2836,2838,2840,2842],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2803,"priority":639},"assets/template-basic.md",{"path":2805,"priority":639},"assets/template-business.md",{"path":2807,"priority":639},"assets/template-colorful.md",{"path":2809,"priority":639},"assets/template-dark.md",{"path":2811,"priority":639},"assets/template-gradient.md",{"path":2813,"priority":639},"assets/template-minimal.md",{"path":2815,"priority":639},"assets/template-tech.md",{"path":2817,"priority":639},"assets/theme-business.css",{"path":2819,"priority":639},"assets/theme-colorful.css",{"path":2821,"priority":639},"assets/theme-dark.css",{"path":2823,"priority":639},"assets/theme-default.css",{"path":2825,"priority":639},"assets/theme-gradient.css",{"path":2827,"priority":639},"assets/theme-minimal.css",{"path":2829,"priority":639},"assets/theme-tech.css",{"path":2831,"priority":376},"references/advanced-features.md",{"path":2833,"priority":376},"references/best-practices.md",{"path":2835,"priority":376},"references/image-patterns.md",{"path":2837,"priority":376},"references/marp-syntax.md",{"path":2839,"priority":376},"references/official-themes.md",{"path":2841,"priority":376},"references/theme-css-guide.md",{"path":2843,"priority":376},"references/theme-selection.md",{"basePath":2845,"description":2846,"displayName":2847,"installMethods":2848,"rationale":2849,"selectedPaths":2850,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/meme-factory","Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and styling.","meme-factory",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/meme-factory/SKILL.md",[2851,2852,2853,2854,2856],{"path":285,"priority":273},{"path":547,"priority":548},{"path":689,"priority":376},{"path":2855,"priority":376},"references/markdown-memes-guide.md",{"path":2857,"priority":639},"scripts/meme_generator.py",{"basePath":2859,"description":2860,"displayName":2861,"installMethods":2862,"rationale":2863,"selectedPaths":2864,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/mermaid-diagrams","Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to \"diagram\", \"visualize\", \"model\", \"map out\", \"show the flow\", or when explaining system architecture, database design, code structure, or user/application flows.","mermaid-diagrams",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/mermaid-diagrams/SKILL.md",[2865,2866,2867,2868,2870,2872,2874,2876],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2831,"priority":376},{"path":2869,"priority":376},"references/c4-diagrams.md",{"path":2871,"priority":376},"references/class-diagrams.md",{"path":2873,"priority":376},"references/erd-diagrams.md",{"path":2875,"priority":376},"references/flowcharts.md",{"path":2877,"priority":376},"references/sequence-diagrams.md",{"basePath":2879,"description":2880,"displayName":2881,"installMethods":2882,"rationale":2883,"selectedPaths":2884,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/mobile-design","Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.","mobile-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/mobile-design/SKILL.md",[2885,2886,2888,2890,2892,2894,2896,2898,2900,2902,2904,2906,2908,2910],{"path":285,"priority":273},{"path":2887,"priority":376},"decision-trees.md",{"path":2889,"priority":376},"mobile-backend.md",{"path":2891,"priority":376},"mobile-color-system.md",{"path":2893,"priority":376},"mobile-debugging.md",{"path":2895,"priority":376},"mobile-design-thinking.md",{"path":2897,"priority":376},"mobile-navigation.md",{"path":2899,"priority":376},"mobile-performance.md",{"path":2901,"priority":376},"mobile-testing.md",{"path":2903,"priority":376},"mobile-typography.md",{"path":2905,"priority":376},"platform-android.md",{"path":2907,"priority":376},"platform-ios.md",{"path":2909,"priority":639},"scripts/mobile_audit.py",{"path":2911,"priority":376},"touch-psychology.md",{"basePath":2913,"description":2914,"displayName":2915,"installMethods":2916,"rationale":2917,"selectedPaths":2918,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/premium-web-design","Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging $50k+ per project. Use this skill whenever the user asks for a website, landing page, portfolio, or web component that should look expensive, premium, luxury, editorial, high-end, or agency-quality. Also trigger when the user mentions Awwwards, FWA, award-winning design, or references brands like Apple, Aesop, Bottega Veneta, Stripe, or any luxury/fashion/design-forward brand. Trigger when the user says things like \"make it look professional\", \"make it look expensive\", \"I want it to look really good\", \"high quality design\", \"not generic\", or expresses dissatisfaction with typical AI-generated website aesthetics. Do NOT trigger for dashboards, admin panels, internal tools, or functional UI where aesthetics are secondary to utility — the standard frontend-design skill handles those.\n","premium-web-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/premium-web-design/SKILL.md",[2919],{"path":285,"priority":273},{"basePath":2921,"description":2922,"displayName":2923,"installMethods":2924,"rationale":2925,"selectedPaths":2926,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/remotion-best-practices","Best practices for Remotion - Video creation in React","remotion-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/remotion-best-practices/SKILL.md",[2927],{"path":285,"priority":273},{"basePath":2929,"description":2930,"displayName":2931,"installMethods":2932,"rationale":2933,"selectedPaths":2934,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/scroll-experience","Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product pages, and award-winning web experiences. Makes websites feel like experiences, not just pages. Use when: scroll animation, parallax, scroll storytelling, interactive story, cinematic website.","scroll-experience",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/scroll-experience/SKILL.md",[2935],{"path":285,"priority":273},{"basePath":2937,"description":2938,"displayName":2939,"installMethods":2940,"rationale":2941,"selectedPaths":2942,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/slack-gif-creator","Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.\"","slack-gif-creator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/slack-gif-creator/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/enterprise-communication/slack-gif-creator)",[2943,2944],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":2946,"description":2947,"displayName":2948,"installMethods":2949,"rationale":2950,"selectedPaths":2951,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/tailwind-patterns","Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.","tailwind-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/tailwind-patterns/SKILL.md",[2952],{"path":285,"priority":273},{"basePath":2954,"description":2955,"displayName":2956,"installMethods":2957,"rationale":2958,"selectedPaths":2959,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/theme-factory","Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.","theme-factory",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/theme-factory/SKILL.md",[2960,2961],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":2963,"description":2964,"displayName":2965,"installMethods":2966,"rationale":2967,"selectedPaths":2968,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/ui-design-system","UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use for creating design systems, maintaining visual consistency, and facilitating design-dev collaboration.","ui-design-system",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/ui-design-system/SKILL.md",[2969,2970],{"path":285,"priority":273},{"path":2971,"priority":639},"scripts/design_token_generator.py",{"basePath":2973,"description":2974,"displayName":2975,"installMethods":2976,"rationale":2977,"selectedPaths":2978,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/ui-ux-pro-max","UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.","ui-ux-pro-max",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/ui-ux-pro-max/SKILL.md",[2979,2980,2982,2984],{"path":285,"priority":273},{"path":2981,"priority":639},"scripts/core.py",{"path":2983,"priority":639},"scripts/design_system.py",{"path":2985,"priority":639},"scripts/search.py",{"basePath":2987,"description":2988,"displayName":2989,"installMethods":2990,"rationale":2991,"selectedPaths":2992,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/ux-researcher-designer","UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.","ux-researcher-designer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/ux-researcher-designer/SKILL.md",[2993,2994],{"path":285,"priority":273},{"path":2995,"priority":639},"scripts/persona_generator.py",{"basePath":2997,"description":2998,"displayName":2999,"installMethods":3000,"rationale":3001,"selectedPaths":3002,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/creative-design/web-design-guidelines","Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site against best practices\".","web-design-guidelines",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/creative-design/web-design-guidelines/SKILL.md",[3003],{"path":285,"priority":273},{"basePath":3005,"description":3006,"displayName":3007,"installMethods":3008,"rationale":3009,"selectedPaths":3010,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/alloydb-basics","Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including AI-powered search and vector capabilities.","alloydb-basics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/alloydb-basics/SKILL.md",[3011,3012,3014,3016,3018,3020,3022],{"path":285,"priority":273},{"path":3013,"priority":376},"references/cli-usage.md",{"path":3015,"priority":376},"references/client-library-usage.md",{"path":3017,"priority":376},"references/core-concepts.md",{"path":3019,"priority":376},"references/iac-usage.md",{"path":3021,"priority":376},"references/iam-security.md",{"path":3023,"priority":376},"references/mcp-usage.md",{"basePath":3025,"description":3026,"displayName":3027,"installMethods":3028,"rationale":3029,"selectedPaths":3030,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/bigquery-basics","Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use for SQL queries, resource management, data ingestion, or AI applications on BigQuery.","bigquery-basics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/bigquery-basics/SKILL.md",[3031,3032,3033,3034,3035,3036,3037],{"path":285,"priority":273},{"path":3013,"priority":376},{"path":3015,"priority":376},{"path":3017,"priority":376},{"path":3019,"priority":376},{"path":3021,"priority":376},{"path":3023,"priority":376},{"basePath":3039,"description":3040,"displayName":3041,"installMethods":3042,"rationale":3043,"selectedPaths":3044,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/cloud-sql-basics","Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relational database workloads on Google Cloud.","cloud-sql-basics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/cloud-sql-basics/SKILL.md",[3045,3046,3047,3048,3049,3050,3051],{"path":285,"priority":273},{"path":3013,"priority":376},{"path":3015,"priority":376},{"path":3017,"priority":376},{"path":3019,"priority":376},{"path":3021,"priority":376},{"path":3023,"priority":376},{"basePath":3053,"description":3054,"displayName":3055,"installMethods":3056,"rationale":3057,"selectedPaths":3058,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/database-architect","Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.","database-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/database-architect/SKILL.md",[3059],{"path":285,"priority":273},{"basePath":3061,"description":3062,"displayName":3063,"installMethods":3064,"rationale":3065,"selectedPaths":3066,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/database-migration","Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.","database-migration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/database-migration/SKILL.md",[3067],{"path":285,"priority":273},{"basePath":3069,"description":3070,"displayName":3071,"installMethods":3072,"rationale":3073,"selectedPaths":3074,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/database-optimizer","Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.","database-optimizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/database-optimizer/SKILL.md",[3075],{"path":285,"priority":273},{"basePath":3077,"description":3078,"displayName":3079,"installMethods":3080,"rationale":3081,"selectedPaths":3082,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/neon-instagres","Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, database setup, or need a development database. Works with Drizzle, Prisma, raw SQL.","neon-instagres",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/neon-instagres/SKILL.md",[3083],{"path":285,"priority":273},{"basePath":3085,"description":3086,"displayName":3087,"installMethods":3088,"rationale":3089,"selectedPaths":3090,"source":274,"sourceLanguage":275,"type":251},"cli-tool/components/skills/database/postgres-schema-design","Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features","postgres-schema-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/postgres-schema-design/SKILL.MD",[3091,3092],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":3094,"description":3095,"displayName":3096,"installMethods":3097,"rationale":3098,"selectedPaths":3099,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/postgresql","Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features","postgresql",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/postgresql/SKILL.md",[3100],{"path":285,"priority":273},{"basePath":3102,"description":3103,"displayName":3104,"installMethods":3105,"rationale":3106,"selectedPaths":3107,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/postgresql-optimization","PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.","postgresql-optimization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/postgresql-optimization/SKILL.md",[3108],{"path":285,"priority":273},{"basePath":3110,"description":3111,"displayName":3112,"installMethods":3113,"rationale":3114,"selectedPaths":3115,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/sql-pro","Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.","sql-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/sql-pro/SKILL.md",[3116],{"path":285,"priority":273},{"basePath":3118,"description":3119,"displayName":3120,"installMethods":3121,"rationale":3122,"selectedPaths":3123,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/postgres-best-practices","Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.","supabase-postgres-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/postgres-best-practices/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/database/supabase-postgres-best-practices)",[3124,3125,3126],{"path":285,"priority":273},{"path":547,"priority":548},{"path":3127,"priority":376},"AGENTS.md",{"basePath":3129,"description":3130,"displayName":3131,"installMethods":3132,"rationale":3133,"selectedPaths":3134,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/database/using-neon","Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/auth), PostgREST-style data API (@neondatabase/neon-js), Neon CLI, and Neon's Platform API/SDKs. Use for any Neon-related questions.","using-neon",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/database/using-neon/SKILL.md",[3135,3136,3138,3140,3142,3144,3146,3148,3150,3152,3154,3156,3158,3160,3162,3164,3166,3168,3170,3172,3174,3176,3178,3180,3182,3184,3186,3188,3190],{"path":285,"priority":273},{"path":3137,"priority":376},"references/connection-methods.md",{"path":3139,"priority":376},"references/devtools.md",{"path":3141,"priority":376},"references/features.md",{"path":3143,"priority":376},"references/getting-started.md",{"path":3145,"priority":376},"references/neon-auth/auth-methods.md",{"path":3147,"priority":376},"references/neon-auth/common-mistakes.md",{"path":3149,"priority":376},"references/neon-auth/setup-nextjs.md",{"path":3151,"priority":376},"references/neon-auth/setup-react-spa.md",{"path":3153,"priority":376},"references/neon-auth/ui-components.md",{"path":3155,"priority":376},"references/neon-auth.md",{"path":3157,"priority":376},"references/neon-cli.md",{"path":3159,"priority":376},"references/neon-drizzle.md",{"path":3161,"priority":376},"references/neon-js/common-mistakes.md",{"path":3163,"priority":376},"references/neon-js/data-api.md",{"path":3165,"priority":376},"references/neon-js.md",{"path":3167,"priority":376},"references/neon-platform-api.md",{"path":3169,"priority":376},"references/neon-python-sdk.md",{"path":3171,"priority":376},"references/neon-rest-api/branches.md",{"path":3173,"priority":376},"references/neon-rest-api/endpoints.md",{"path":3175,"priority":376},"references/neon-rest-api/guidelines.md",{"path":3177,"priority":376},"references/neon-rest-api/keys.md",{"path":3179,"priority":376},"references/neon-rest-api/operations.md",{"path":3181,"priority":376},"references/neon-rest-api/organizations.md",{"path":3183,"priority":376},"references/neon-rest-api/projects.md",{"path":3185,"priority":376},"references/neon-serverless.md",{"path":3187,"priority":376},"references/neon-typescript-sdk.md",{"path":3189,"priority":376},"references/referencing-docs.md",{"path":3191,"priority":376},"references/what-is-neon.md",{"basePath":3193,"description":3194,"displayName":3195,"installMethods":3196,"rationale":3197,"selectedPaths":3198,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/design-to-code","Pixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual fidelity. Features robust error handling, checkpoint recovery, and streamlined execution via helper script.","design-to-code",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/design-to-code/SKILL.md",[3199,3200,3201,3203],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":3202,"priority":639},"scripts/coderio-skill.mjs",{"path":3204,"priority":639},"scripts/package.json",{"basePath":3206,"description":3207,"displayName":3208,"installMethods":3209,"rationale":3210,"selectedPaths":3211,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/accessibility","Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to \"improve accessibility\", \"a11y audit\", \"WCAG compliance\", \"screen reader support\", \"keyboard navigation\", or \"make accessible\".","accessibility",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/accessibility/SKILL.md",[3212,3213],{"path":285,"priority":273},{"path":3214,"priority":376},"references/WCAG.md",{"basePath":3216,"description":3217,"displayName":3218,"installMethods":3219,"rationale":3220,"selectedPaths":3221,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/agent-development","This skill should be used when the user asks to \"create an agent\", \"add an agent\", \"write a subagent\", \"agent frontmatter\", \"when to use description\", \"agent examples\", \"agent tools\", \"agent colors\", \"autonomous agent\", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.","agent-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/agent-development/SKILL.md",[3222,3223,3225,3227,3229,3231,3233],{"path":285,"priority":273},{"path":3224,"priority":639},"examples/agent-creation-prompt.md",{"path":3226,"priority":639},"examples/complete-agent-examples.md",{"path":3228,"priority":376},"references/agent-creation-system-prompt.md",{"path":3230,"priority":376},"references/system-prompt-design.md",{"path":3232,"priority":376},"references/triggering-examples.md",{"path":3234,"priority":639},"scripts/validate-agent.sh",{"basePath":3236,"description":3237,"displayName":3238,"installMethods":3239,"rationale":3240,"selectedPaths":3241,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/agent-md-refactor","Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.","agent-md-refactor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/agent-md-refactor/SKILL.md",[3242,3243],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":3245,"description":3246,"displayName":3247,"installMethods":3248,"rationale":3249,"selectedPaths":3250,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/agirails-agent-payments","You are a payments engineer for the AI agent economy. Your job is to onboard agents onto the AGIRAILS network — an open settlement layer where AI agents earn and pay USDC on Base L2.","agirails-agent-payments",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/agirails-agent-payments/SKILL.md",[3251],{"path":285,"priority":273},{"basePath":3253,"description":3254,"displayName":3255,"installMethods":3256,"rationale":3257,"selectedPaths":3258,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/algolia-search","Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.","algolia-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/algolia-search/SKILL.md",[3259],{"path":285,"priority":273},{"basePath":3261,"description":3262,"displayName":3263,"installMethods":3264,"rationale":3265,"selectedPaths":3266,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/angular","Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.","angular",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/angular/SKILL.md",[3267,3268],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":3270,"description":3271,"displayName":3272,"installMethods":3273,"rationale":3274,"selectedPaths":3275,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/api-design-principles","Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.","api-design-principles",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/api-design-principles/SKILL.md",[3276,3277,3279,3281,3283],{"path":285,"priority":273},{"path":3278,"priority":639},"assets/api-design-checklist.md",{"path":3280,"priority":639},"assets/rest-api-template.py",{"path":3282,"priority":376},"references/graphql-schema-design.md",{"path":3284,"priority":376},"references/rest-best-practices.md",{"basePath":3286,"description":3287,"displayName":3288,"installMethods":3289,"rationale":3290,"selectedPaths":3291,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/api-documentation-generator","Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices","api-documentation-generator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/api-documentation-generator/SKILL.md",[3292],{"path":285,"priority":273},{"basePath":3294,"description":3295,"displayName":3296,"installMethods":3297,"rationale":3298,"selectedPaths":3299,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/api-integration-specialist","Expert in integrating third-party APIs with proper authentication, error handling, rate limiting, and retry logic. Use when integrating REST APIs, GraphQL endpoints, webhooks, or external services. Specializes in OAuth flows, API key management, request/response transformation, and building robust API clients.","api-integration-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/api-integration-specialist/SKILL.md",[3300],{"path":285,"priority":273},{"basePath":3302,"description":3303,"displayName":3304,"installMethods":3305,"rationale":3306,"selectedPaths":3307,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/api-patterns","API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.","api-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/api-patterns/SKILL.md",[3308,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329],{"path":285,"priority":273},{"path":3310,"priority":376},"api-style.md",{"path":3312,"priority":376},"auth.md",{"path":3314,"priority":376},"documentation.md",{"path":3316,"priority":376},"graphql.md",{"path":3318,"priority":376},"rate-limiting.md",{"path":3320,"priority":376},"response.md",{"path":3322,"priority":376},"rest.md",{"path":3324,"priority":639},"scripts/api_validator.py",{"path":3326,"priority":376},"security-testing.md",{"path":3328,"priority":376},"trpc.md",{"path":3330,"priority":376},"versioning.md",{"basePath":3332,"description":3333,"displayName":3334,"installMethods":3335,"rationale":3336,"selectedPaths":3337,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/architecture","Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.","architecture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/architecture/SKILL.md",[3338,3339,3341,3343,3345,3347],{"path":285,"priority":273},{"path":3340,"priority":376},"context-discovery.md",{"path":3342,"priority":376},"examples.md",{"path":3344,"priority":376},"pattern-selection.md",{"path":3346,"priority":376},"patterns-reference.md",{"path":3348,"priority":376},"trade-off-analysis.md",{"basePath":3350,"description":3351,"displayName":3352,"installMethods":3353,"rationale":3354,"selectedPaths":3355,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/architecture-decision-records","Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.","architecture-decision-records",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/architecture-decision-records/SKILL.md",[3356],{"path":285,"priority":273},{"basePath":3358,"description":3359,"displayName":3360,"installMethods":3361,"rationale":3362,"selectedPaths":3363,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/architecture-patterns","Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.","architecture-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/architecture-patterns/SKILL.md",[3364],{"path":285,"priority":273},{"basePath":3366,"description":3367,"displayName":3368,"installMethods":3369,"rationale":3370,"selectedPaths":3371,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.","artifacts-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/artifacts-builder/SKILL.md",[3372,3373,3374,3376,3378],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":3375,"priority":639},"scripts/bundle-artifact.sh",{"path":3377,"priority":639},"scripts/init-artifact.sh",{"path":3379,"priority":639},"scripts/shadcn-components.tar.gz",{"basePath":3381,"description":3382,"displayName":3383,"installMethods":3384,"rationale":3385,"selectedPaths":3386,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/async-python-patterns","Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.","async-python-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/async-python-patterns/SKILL.md",[3387],{"path":285,"priority":273},{"basePath":3389,"description":3390,"displayName":3391,"installMethods":3392,"rationale":3393,"selectedPaths":3394,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/avalonia-layout-zafiro","Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.","avalonia-layout-zafiro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/avalonia-layout-zafiro/SKILL.md",[3395,3396,3398,3400,3402,3404],{"path":285,"priority":273},{"path":3397,"priority":376},"behaviors.md",{"path":3399,"priority":376},"components.md",{"path":3401,"priority":376},"containers.md",{"path":3403,"priority":376},"icons.md",{"path":3405,"priority":376},"themes.md",{"basePath":3407,"description":3408,"displayName":3409,"installMethods":3410,"rationale":3411,"selectedPaths":3412,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/avalonia-viewmodels-zafiro","Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.","avalonia-viewmodels-zafiro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/avalonia-viewmodels-zafiro/SKILL.md",[3413,3414,3416,3418,3420],{"path":285,"priority":273},{"path":3415,"priority":376},"composition.md",{"path":3417,"priority":376},"navigation_sections.md",{"path":3419,"priority":376},"viewmodels.md",{"path":3421,"priority":376},"wizards.md",{"basePath":3423,"description":3424,"displayName":3425,"installMethods":3426,"rationale":3427,"selectedPaths":3428,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/avalonia-zafiro-development","Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.","avalonia-zafiro-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/avalonia-zafiro-development/SKILL.md",[3429,3430,3432,3434,3436,3438],{"path":285,"priority":273},{"path":3431,"priority":376},"avalonia-reactive-rules.md",{"path":3433,"priority":376},"core-technical-skills.md",{"path":3435,"priority":376},"naming-standards.md",{"path":3437,"priority":376},"patterns.md",{"path":3439,"priority":376},"zafiro-shortcuts.md",{"basePath":3441,"description":3442,"displayName":3443,"installMethods":3444,"rationale":3445,"selectedPaths":3446,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/aws-serverless","Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.","aws-serverless",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/aws-serverless/SKILL.md",[3447],{"path":285,"priority":273},{"basePath":3449,"description":3450,"displayName":3451,"installMethods":3452,"rationale":3453,"selectedPaths":3454,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/azure-functions","Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app.","azure-functions",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/azure-functions/SKILL.md",[3455],{"path":285,"priority":273},{"basePath":3457,"description":3458,"displayName":3459,"installMethods":3460,"rationale":3461,"selectedPaths":3462,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/backend-architect","Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.","backend-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/backend-architect/SKILL.md",[3463],{"path":285,"priority":273},{"basePath":3465,"description":3466,"displayName":3467,"installMethods":3468,"rationale":3469,"selectedPaths":3470,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/backend-dev-guidelines","Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes → controllers → services → repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns.","backend-dev-guidelines",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/backend-dev-guidelines/SKILL.md",[3471],{"path":285,"priority":273},{"basePath":3473,"description":3474,"displayName":3475,"installMethods":3476,"rationale":3477,"selectedPaths":3478,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/bash-linux","Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.","bash-linux",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/bash-linux/SKILL.md",[3479],{"path":285,"priority":273},{"basePath":3481,"description":3482,"displayName":3483,"installMethods":3484,"rationale":3485,"selectedPaths":3486,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/bash-pro","Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.\n","bash-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/bash-pro/SKILL.md",[3487],{"path":285,"priority":273},{"basePath":3489,"description":3490,"displayName":3491,"installMethods":3492,"rationale":3493,"selectedPaths":3494,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/best-practices","Apply modern web development best practices for security, compatibility, and code quality. Use when asked to \"apply best practices\", \"security audit\", \"modernize code\", \"code quality review\", or \"check for vulnerabilities\".","best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/best-practices/SKILL.md",[3495],{"path":285,"priority":273},{"basePath":3497,"description":3498,"displayName":3499,"installMethods":3500,"rationale":3501,"selectedPaths":3502,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/brainstorming","You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.","brainstorming",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/brainstorming/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/productivity/brainstorming)",[3503],{"path":285,"priority":273},{"basePath":3505,"description":3506,"displayName":3507,"installMethods":3508,"rationale":3509,"selectedPaths":3510,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/brightdata-local-search","Set up and run local web searches using Bright Data SERP API with the unfancy-search pipeline (query expansion, SERP retrieval, RRF reranking).","brightdata-local-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/brightdata-local-search/SKILL.md",[3511],{"path":285,"priority":273},{"basePath":3513,"description":3514,"displayName":3515,"installMethods":3516,"rationale":3517,"selectedPaths":3518,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/bullmq-specialist","BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.","bullmq-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/bullmq-specialist/SKILL.md",[3519],{"path":285,"priority":273},{"basePath":3521,"description":3522,"displayName":3523,"installMethods":3524,"rationale":3525,"selectedPaths":3526,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/bun-development","Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, or migrating from Node.js to Bun.","bun-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/bun-development/SKILL.md",[3527],{"path":285,"priority":273},{"basePath":3529,"description":3530,"displayName":3531,"installMethods":3532,"rationale":3533,"selectedPaths":3534,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/c-pro","Write efficient C code with proper memory management, pointer","c-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/c-pro/SKILL.md",[3535],{"path":285,"priority":273},{"basePath":3537,"description":3538,"displayName":3539,"installMethods":3540,"rationale":3541,"selectedPaths":3542,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cc-skill-backend-patterns","Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.","backend-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-backend-patterns/SKILL.md",[3543],{"path":285,"priority":273},{"basePath":3545,"description":3546,"displayName":3547,"installMethods":3548,"rationale":3549,"selectedPaths":3550,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cc-skill-clickhouse-io","ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.","clickhouse-io",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-clickhouse-io/SKILL.md",[3551],{"path":285,"priority":273},{"basePath":3553,"description":3554,"displayName":3555,"installMethods":3556,"rationale":3557,"selectedPaths":3558,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cc-skill-coding-standards","Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.","coding-standards",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-coding-standards/SKILL.md",[3559],{"path":285,"priority":273},{"basePath":3561,"description":3562,"displayName":3563,"installMethods":3564,"rationale":3565,"selectedPaths":3566,"source":274,"sourceLanguage":275,"type":251},"cli-tool/components/skills/development/cc-skill-continuous-learning","Development skill from everything-claude-code","cc-skill-continuous-learning",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-continuous-learning/SKILL.md",[3567],{"path":285,"priority":273},{"basePath":3569,"description":3570,"displayName":3571,"installMethods":3572,"rationale":3573,"selectedPaths":3574,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cc-skill-frontend-patterns","Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.","frontend-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-frontend-patterns/SKILL.md",[3575],{"path":285,"priority":273},{"basePath":3577,"description":3578,"displayName":3579,"installMethods":3580,"rationale":3581,"selectedPaths":3582,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cc-skill-project-guidelines-example","Project Guidelines Skill (Example)","cc-skill-project-guidelines-example",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-project-guidelines-example/SKILL.md",[3583],{"path":285,"priority":273},{"basePath":3585,"description":3586,"displayName":3587,"installMethods":3588,"rationale":3589,"selectedPaths":3590,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cc-skill-security-review","Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.","security-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-security-review/SKILL.md",[3591],{"path":285,"priority":273},{"basePath":3593,"description":3562,"displayName":3594,"installMethods":3595,"rationale":3596,"selectedPaths":3597,"source":274,"sourceLanguage":275,"type":251},"cli-tool/components/skills/development/cc-skill-strategic-compact","cc-skill-strategic-compact",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cc-skill-strategic-compact/SKILL.md",[3598],{"path":285,"priority":273},{"basePath":3600,"description":3601,"displayName":3602,"installMethods":3603,"rationale":3604,"selectedPaths":3605,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/changelog-generator","Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.","changelog-generator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/changelog-generator/SKILL.md",[3606],{"path":285,"priority":273},{"basePath":3608,"description":3609,"displayName":3610,"installMethods":3611,"rationale":3612,"selectedPaths":3613,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/claude-api","Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.","claude-api",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/claude-api/SKILL.md",[3614,3615],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":3617,"description":3618,"displayName":3619,"installMethods":3620,"rationale":3621,"selectedPaths":3622,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/claude-opus-4-5-migration","Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.","claude-opus-4-5-migration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/claude-opus-4-5-migration/SKILL.md",[3623,3624,3626],{"path":285,"priority":273},{"path":3625,"priority":376},"references/effort.md",{"path":3627,"priority":376},"references/prompt-snippets.md",{"basePath":3629,"description":3630,"displayName":3631,"installMethods":3632,"rationale":3633,"selectedPaths":3634,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/clean-code","Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments","clean-code",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/clean-code/SKILL.md",[3635],{"path":285,"priority":273},{"basePath":3637,"description":3638,"displayName":3639,"installMethods":3640,"rationale":3641,"selectedPaths":3642,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/clerk-auth","Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.","clerk-auth",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/clerk-auth/SKILL.md",[3643],{"path":285,"priority":273},{"basePath":3645,"description":3646,"displayName":3647,"installMethods":3648,"rationale":3649,"selectedPaths":3650,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cloud-architect","Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns.","cloud-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cloud-architect/SKILL.md",[3651],{"path":285,"priority":273},{"basePath":3653,"description":3654,"displayName":3655,"installMethods":3656,"rationale":3657,"selectedPaths":3658,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cloud-devops","Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.","cloud-devops",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cloud-devops/SKILL.md",[3659],{"path":285,"priority":273},{"basePath":3661,"description":3662,"displayName":3663,"installMethods":3664,"rationale":3665,"selectedPaths":3666,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cloud-run-basics","Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run event-triggered or scheduled tasks (jobs), or handle always-on pull-based background processing (worker pools).","cloud-run-basics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cloud-run-basics/SKILL.md",[3667,3668,3669,3670,3671,3672,3673],{"path":285,"priority":273},{"path":3013,"priority":376},{"path":3015,"priority":376},{"path":3017,"priority":376},{"path":3019,"priority":376},{"path":3021,"priority":376},{"path":3023,"priority":376},{"basePath":3675,"description":3676,"displayName":3677,"installMethods":3678,"rationale":3679,"selectedPaths":3680,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cloudflare-deploy","Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.","cloudflare-deploy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cloudflare-deploy/SKILL.md",[3681,3682,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":3684,"priority":639},"assets/cloudflare-small.svg",{"path":3686,"priority":639},"assets/cloudflare.png",{"path":3688,"priority":376},"references/agents-sdk/README.md",{"path":3690,"priority":376},"references/agents-sdk/api.md",{"path":3692,"priority":376},"references/agents-sdk/configuration.md",{"path":3694,"priority":376},"references/agents-sdk/gotchas.md",{"path":3696,"priority":376},"references/agents-sdk/patterns.md",{"path":3698,"priority":376},"references/ai-gateway/README.md",{"path":3700,"priority":376},"references/ai-gateway/configuration.md",{"path":3702,"priority":376},"references/ai-gateway/dynamic-routing.md",{"path":3704,"priority":376},"references/ai-gateway/features.md",{"path":3706,"priority":376},"references/ai-gateway/sdk-integration.md",{"path":3708,"priority":376},"references/ai-gateway/troubleshooting.md",{"path":3710,"priority":376},"references/ai-search/README.md",{"path":3712,"priority":376},"references/ai-search/api.md",{"path":3714,"priority":376},"references/ai-search/configuration.md",{"path":3716,"priority":376},"references/ai-search/gotchas.md",{"path":3718,"priority":376},"references/ai-search/patterns.md",{"path":3720,"priority":376},"references/analytics-engine/README.md",{"path":3722,"priority":376},"references/analytics-engine/api.md",{"path":3724,"priority":376},"references/analytics-engine/configuration.md",{"path":3726,"priority":376},"references/analytics-engine/gotchas.md",{"path":3728,"priority":376},"references/analytics-engine/patterns.md",{"path":3730,"priority":376},"references/api/README.md",{"path":3732,"priority":376},"references/api/api.md",{"path":3734,"priority":376},"references/api/configuration.md",{"path":3736,"priority":376},"references/api/gotchas.md",{"path":3738,"priority":376},"references/api/patterns.md",{"path":3740,"priority":376},"references/api-shield/README.md",{"path":3742,"priority":376},"references/api-shield/api.md",{"path":3744,"priority":376},"references/api-shield/configuration.md",{"path":3746,"priority":376},"references/api-shield/gotchas.md",{"path":3748,"priority":376},"references/api-shield/patterns.md",{"path":3750,"priority":376},"references/argo-smart-routing/README.md",{"path":3752,"priority":376},"references/argo-smart-routing/api.md",{"path":3754,"priority":376},"references/argo-smart-routing/configuration.md",{"path":3756,"priority":376},"references/argo-smart-routing/gotchas.md",{"path":3758,"priority":376},"references/argo-smart-routing/patterns.md",{"path":3760,"priority":376},"references/bindings/README.md",{"path":3762,"priority":376},"references/bindings/api.md",{"path":3764,"priority":376},"references/bindings/configuration.md",{"path":3766,"priority":376},"references/bindings/gotchas.md",{"path":3768,"priority":376},"references/bindings/patterns.md",{"path":3770,"priority":376},"references/bot-management/README.md",{"path":3772,"priority":376},"references/bot-management/api.md",{"path":3774,"priority":376},"references/bot-management/configuration.md",{"path":3776,"priority":376},"references/bot-management/gotchas.md",{"path":3778,"priority":376},"references/bot-management/patterns.md",{"path":3780,"priority":376},"references/browser-rendering/README.md",{"path":3782,"priority":376},"references/browser-rendering/api.md",{"path":3784,"priority":376},"references/browser-rendering/configuration.md",{"path":3786,"priority":376},"references/browser-rendering/gotchas.md",{"path":3788,"priority":376},"references/browser-rendering/patterns.md",{"path":3790,"priority":376},"references/c3/README.md",{"path":3792,"priority":376},"references/c3/api.md",{"path":3794,"priority":376},"references/c3/configuration.md",{"path":3796,"priority":376},"references/c3/gotchas.md",{"path":3798,"priority":376},"references/c3/patterns.md",{"path":3800,"priority":376},"references/cache-reserve/README.md",{"path":3802,"priority":376},"references/cache-reserve/api.md",{"path":3804,"priority":376},"references/cache-reserve/configuration.md",{"path":3806,"priority":376},"references/cache-reserve/gotchas.md",{"path":3808,"priority":376},"references/cache-reserve/patterns.md",{"path":3810,"priority":376},"references/containers/README.md",{"path":3812,"priority":376},"references/containers/api.md",{"path":3814,"priority":376},"references/containers/configuration.md",{"path":3816,"priority":376},"references/containers/gotchas.md",{"path":3818,"priority":376},"references/containers/patterns.md",{"path":3820,"priority":376},"references/cron-triggers/README.md",{"path":3822,"priority":376},"references/cron-triggers/api.md",{"path":3824,"priority":376},"references/cron-triggers/configuration.md",{"path":3826,"priority":376},"references/cron-triggers/gotchas.md",{"path":3828,"priority":376},"references/cron-triggers/patterns.md",{"path":3830,"priority":376},"references/d1/README.md",{"path":3832,"priority":376},"references/d1/api.md",{"path":3834,"priority":376},"references/d1/configuration.md",{"path":3836,"priority":376},"references/d1/gotchas.md",{"path":3838,"priority":376},"references/d1/patterns.md",{"path":3840,"priority":376},"references/ddos/README.md",{"path":3842,"priority":376},"references/ddos/api.md",{"path":3844,"priority":376},"references/ddos/configuration.md",{"path":3846,"priority":376},"references/ddos/gotchas.md",{"path":3848,"priority":376},"references/ddos/patterns.md",{"path":3850,"priority":376},"references/do-storage/README.md",{"path":3852,"priority":376},"references/do-storage/api.md",{"path":3854,"priority":376},"references/do-storage/configuration.md",{"path":3856,"priority":376},"references/do-storage/gotchas.md",{"path":3858,"priority":376},"references/do-storage/patterns.md",{"path":3860,"priority":376},"references/do-storage/testing.md",{"path":3862,"priority":376},"references/durable-objects/README.md",{"path":3864,"priority":376},"references/durable-objects/api.md",{"path":3866,"priority":376},"references/durable-objects/configuration.md",{"path":3868,"priority":376},"references/durable-objects/gotchas.md",{"path":3870,"priority":376},"references/durable-objects/patterns.md",{"path":3872,"priority":376},"references/email-routing/README.md",{"path":3874,"priority":376},"references/email-routing/api.md",{"path":3876,"priority":376},"references/email-routing/configuration.md",{"path":3878,"priority":376},"references/email-routing/gotchas.md",{"path":3880,"priority":376},"references/email-routing/patterns.md",{"path":3882,"priority":376},"references/email-workers/README.md",{"path":3884,"priority":376},"references/email-workers/api.md",{"path":3886,"priority":376},"references/email-workers/configuration.md",{"path":3888,"priority":376},"references/email-workers/gotchas.md",{"path":3890,"priority":376},"references/email-workers/patterns.md",{"path":3892,"priority":376},"references/hyperdrive/README.md",{"path":3894,"priority":376},"references/hyperdrive/api.md",{"path":3896,"priority":376},"references/hyperdrive/configuration.md",{"path":3898,"priority":376},"references/hyperdrive/gotchas.md",{"path":3900,"priority":376},"references/hyperdrive/patterns.md",{"path":3902,"priority":376},"references/images/README.md",{"path":3904,"priority":376},"references/images/api.md",{"path":3906,"priority":376},"references/images/configuration.md",{"path":3908,"priority":376},"references/images/gotchas.md",{"path":3910,"priority":376},"references/images/patterns.md",{"path":3912,"priority":376},"references/kv/README.md",{"path":3914,"priority":376},"references/kv/api.md",{"path":3916,"priority":376},"references/kv/configuration.md",{"path":3918,"priority":376},"references/kv/gotchas.md",{"path":3920,"priority":376},"references/kv/patterns.md",{"path":3922,"priority":376},"references/miniflare/README.md",{"path":3924,"priority":376},"references/miniflare/api.md",{"path":3926,"priority":376},"references/miniflare/configuration.md",{"path":3928,"priority":376},"references/miniflare/gotchas.md",{"path":3930,"priority":376},"references/miniflare/patterns.md",{"path":3932,"priority":376},"references/network-interconnect/README.md",{"path":3934,"priority":376},"references/network-interconnect/api.md",{"path":3936,"priority":376},"references/network-interconnect/configuration.md",{"path":3938,"priority":376},"references/network-interconnect/gotchas.md",{"path":3940,"priority":376},"references/network-interconnect/patterns.md",{"path":3942,"priority":376},"references/observability/README.md",{"path":3944,"priority":376},"references/observability/api.md",{"path":3946,"priority":376},"references/observability/configuration.md",{"path":3948,"priority":376},"references/observability/gotchas.md",{"path":3950,"priority":376},"references/observability/patterns.md",{"path":3952,"priority":376},"references/pages/README.md",{"path":3954,"priority":376},"references/pages/api.md",{"path":3956,"priority":376},"references/pages/configuration.md",{"path":3958,"priority":376},"references/pages/gotchas.md",{"path":3960,"priority":376},"references/pages/patterns.md",{"path":3962,"priority":376},"references/pages-functions/README.md",{"path":3964,"priority":376},"references/pages-functions/api.md",{"path":3966,"priority":376},"references/pages-functions/configuration.md",{"path":3968,"priority":376},"references/pages-functions/gotchas.md",{"path":3970,"priority":376},"references/pages-functions/patterns.md",{"path":3972,"priority":376},"references/pipelines/README.md",{"path":3974,"priority":376},"references/pipelines/api.md",{"path":3976,"priority":376},"references/pipelines/configuration.md",{"path":3978,"priority":376},"references/pipelines/gotchas.md",{"path":3980,"priority":376},"references/pipelines/patterns.md",{"path":3982,"priority":376},"references/pulumi/README.md",{"path":3984,"priority":376},"references/pulumi/api.md",{"path":3986,"priority":376},"references/pulumi/configuration.md",{"path":3988,"priority":376},"references/pulumi/gotchas.md",{"path":3990,"priority":376},"references/pulumi/patterns.md",{"path":3992,"priority":376},"references/queues/README.md",{"path":3994,"priority":376},"references/queues/api.md",{"path":3996,"priority":376},"references/queues/configuration.md",{"path":3998,"priority":376},"references/queues/gotchas.md",{"path":4000,"priority":376},"references/queues/patterns.md",{"path":4002,"priority":376},"references/r2/README.md",{"path":4004,"priority":376},"references/r2/api.md",{"path":4006,"priority":376},"references/r2/configuration.md",{"path":4008,"priority":376},"references/r2/gotchas.md",{"path":4010,"priority":376},"references/r2/patterns.md",{"path":4012,"priority":376},"references/r2-data-catalog/README.md",{"path":4014,"priority":376},"references/r2-data-catalog/api.md",{"path":4016,"priority":376},"references/r2-data-catalog/configuration.md",{"path":4018,"priority":376},"references/r2-data-catalog/gotchas.md",{"path":4020,"priority":376},"references/r2-data-catalog/patterns.md",{"path":4022,"priority":376},"references/r2-sql/README.md",{"path":4024,"priority":376},"references/r2-sql/api.md",{"path":4026,"priority":376},"references/r2-sql/configuration.md",{"path":4028,"priority":376},"references/r2-sql/gotchas.md",{"path":4030,"priority":376},"references/r2-sql/patterns.md",{"path":4032,"priority":376},"references/realtime-sfu/README.md",{"path":4034,"priority":376},"references/realtime-sfu/api.md",{"path":4036,"priority":376},"references/realtime-sfu/configuration.md",{"path":4038,"priority":376},"references/realtime-sfu/gotchas.md",{"path":4040,"priority":376},"references/realtime-sfu/patterns.md",{"path":4042,"priority":376},"references/realtimekit/README.md",{"path":4044,"priority":376},"references/realtimekit/api.md",{"path":4046,"priority":376},"references/realtimekit/configuration.md",{"path":4048,"priority":376},"references/realtimekit/gotchas.md",{"path":4050,"priority":376},"references/realtimekit/patterns.md",{"path":4052,"priority":376},"references/sandbox/README.md",{"path":4054,"priority":376},"references/sandbox/api.md",{"path":4056,"priority":376},"references/sandbox/configuration.md",{"path":4058,"priority":376},"references/sandbox/gotchas.md",{"path":4060,"priority":376},"references/sandbox/patterns.md",{"path":4062,"priority":376},"references/secrets-store/README.md",{"path":4064,"priority":376},"references/secrets-store/api.md",{"path":4066,"priority":376},"references/secrets-store/configuration.md",{"path":4068,"priority":376},"references/secrets-store/gotchas.md",{"path":4070,"priority":376},"references/secrets-store/patterns.md",{"path":4072,"priority":376},"references/smart-placement/README.md",{"path":4074,"priority":376},"references/smart-placement/api.md",{"path":4076,"priority":376},"references/smart-placement/configuration.md",{"path":4078,"priority":376},"references/smart-placement/gotchas.md",{"path":4080,"priority":376},"references/smart-placement/patterns.md",{"path":4082,"priority":376},"references/snippets/README.md",{"path":4084,"priority":376},"references/snippets/api.md",{"path":4086,"priority":376},"references/snippets/configuration.md",{"path":4088,"priority":376},"references/snippets/gotchas.md",{"path":4090,"priority":376},"references/snippets/patterns.md",{"path":4092,"priority":376},"references/spectrum/README.md",{"path":4094,"priority":376},"references/spectrum/api.md",{"path":4096,"priority":376},"references/spectrum/configuration.md",{"path":4098,"priority":376},"references/spectrum/gotchas.md",{"path":4100,"priority":376},"references/spectrum/patterns.md",{"path":4102,"priority":376},"references/static-assets/README.md",{"path":4104,"priority":376},"references/static-assets/api.md",{"path":4106,"priority":376},"references/static-assets/configuration.md",{"path":4108,"priority":376},"references/static-assets/gotchas.md",{"path":4110,"priority":376},"references/static-assets/patterns.md",{"path":4112,"priority":376},"references/stream/README.md",{"path":4114,"priority":376},"references/stream/api-live.md",{"path":4116,"priority":376},"references/stream/api.md",{"path":4118,"priority":376},"references/stream/configuration.md",{"path":4120,"priority":376},"references/stream/gotchas.md",{"path":4122,"priority":376},"references/stream/patterns.md",{"path":4124,"priority":376},"references/tail-workers/README.md",{"path":4126,"priority":376},"references/tail-workers/api.md",{"path":4128,"priority":376},"references/tail-workers/configuration.md",{"path":4130,"priority":376},"references/tail-workers/gotchas.md",{"path":4132,"priority":376},"references/tail-workers/patterns.md",{"path":4134,"priority":376},"references/terraform/README.md",{"path":4136,"priority":376},"references/terraform/api.md",{"path":4138,"priority":376},"references/terraform/configuration.md",{"path":4140,"priority":376},"references/terraform/gotchas.md",{"path":4142,"priority":376},"references/terraform/patterns.md",{"path":4144,"priority":376},"references/tunnel/README.md",{"path":4146,"priority":376},"references/tunnel/api.md",{"path":4148,"priority":376},"references/tunnel/configuration.md",{"path":4150,"priority":376},"references/tunnel/gotchas.md",{"path":4152,"priority":376},"references/tunnel/networking.md",{"path":4154,"priority":376},"references/tunnel/patterns.md",{"path":4156,"priority":376},"references/turn/README.md",{"path":4158,"priority":376},"references/turn/api.md",{"path":4160,"priority":376},"references/turn/configuration.md",{"path":4162,"priority":376},"references/turn/gotchas.md",{"path":4164,"priority":376},"references/turn/patterns.md",{"path":4166,"priority":376},"references/turnstile/README.md",{"path":4168,"priority":376},"references/turnstile/api.md",{"path":4170,"priority":376},"references/turnstile/configuration.md",{"path":4172,"priority":376},"references/turnstile/gotchas.md",{"path":4174,"priority":376},"references/turnstile/patterns.md",{"path":4176,"priority":376},"references/vectorize/README.md",{"path":4178,"priority":376},"references/vectorize/api.md",{"path":4180,"priority":376},"references/vectorize/configuration.md",{"path":4182,"priority":376},"references/vectorize/gotchas.md",{"path":4184,"priority":376},"references/vectorize/patterns.md",{"path":4186,"priority":376},"references/waf/README.md",{"path":4188,"priority":376},"references/waf/api.md",{"path":4190,"priority":376},"references/waf/configuration.md",{"path":4192,"priority":376},"references/waf/gotchas.md",{"path":4194,"priority":376},"references/waf/patterns.md",{"path":4196,"priority":376},"references/web-analytics/README.md",{"path":4198,"priority":376},"references/web-analytics/configuration.md",{"path":4200,"priority":376},"references/web-analytics/gotchas.md",{"path":4202,"priority":376},"references/web-analytics/integration.md",{"path":4204,"priority":376},"references/web-analytics/patterns.md",{"path":4206,"priority":376},"references/workerd/README.md",{"path":4208,"priority":376},"references/workerd/api.md",{"path":4210,"priority":376},"references/workerd/configuration.md",{"path":4212,"priority":376},"references/workerd/gotchas.md",{"path":4214,"priority":376},"references/workerd/patterns.md",{"path":4216,"priority":376},"references/workers/README.md",{"path":4218,"priority":376},"references/workers/api.md",{"path":4220,"priority":376},"references/workers/configuration.md",{"path":4222,"priority":376},"references/workers/frameworks.md",{"path":4224,"priority":376},"references/workers/gotchas.md",{"path":4226,"priority":376},"references/workers/patterns.md",{"path":4228,"priority":376},"references/workers-ai/README.md",{"path":4230,"priority":376},"references/workers-ai/api.md",{"path":4232,"priority":376},"references/workers-ai/configuration.md",{"path":4234,"priority":376},"references/workers-ai/gotchas.md",{"path":4236,"priority":376},"references/workers-ai/patterns.md",{"path":4238,"priority":376},"references/workers-for-platforms/README.md",{"path":4240,"priority":376},"references/workers-for-platforms/api.md",{"path":4242,"priority":376},"references/workers-for-platforms/configuration.md",{"path":4244,"priority":376},"references/workers-for-platforms/gotchas.md",{"path":4246,"priority":376},"references/workers-for-platforms/patterns.md",{"path":4248,"priority":376},"references/workers-playground/README.md",{"path":4250,"priority":376},"references/workers-playground/api.md",{"path":4252,"priority":376},"references/workers-playground/configuration.md",{"path":4254,"priority":376},"references/workers-playground/gotchas.md",{"path":4256,"priority":376},"references/workers-playground/patterns.md",{"path":4258,"priority":376},"references/workers-vpc/README.md",{"path":4260,"priority":376},"references/workers-vpc/api.md",{"path":4262,"priority":376},"references/workers-vpc/configuration.md",{"path":4264,"priority":376},"references/workers-vpc/gotchas.md",{"path":4266,"priority":376},"references/workers-vpc/patterns.md",{"path":4268,"priority":376},"references/workflows/README.md",{"path":4270,"priority":376},"references/workflows/api.md",{"path":4272,"priority":376},"references/workflows/configuration.md",{"path":4274,"priority":376},"references/workflows/gotchas.md",{"path":4276,"priority":376},"references/workflows/patterns.md",{"path":4278,"priority":376},"references/wrangler/README.md",{"path":4280,"priority":376},"references/wrangler/api.md",{"path":4282,"priority":376},"references/wrangler/auth.md",{"path":4284,"priority":376},"references/wrangler/configuration.md",{"path":4286,"priority":376},"references/wrangler/gotchas.md",{"path":4288,"priority":376},"references/wrangler/patterns.md",{"path":4290,"priority":376},"references/zaraz/IMPLEMENTATION_SUMMARY.md",{"path":4292,"priority":376},"references/zaraz/README.md",{"path":4294,"priority":376},"references/zaraz/api.md",{"path":4296,"priority":376},"references/zaraz/configuration.md",{"path":4298,"priority":376},"references/zaraz/gotchas.md",{"path":4300,"priority":376},"references/zaraz/patterns.md",{"basePath":4302,"description":4303,"displayName":4304,"installMethods":4305,"rationale":4306,"selectedPaths":4307,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cocoindex","Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers building ETL workflows for AI data processing, including embedding documents into vector databases, building knowledge graphs, creating search indexes, or processing data streams with incremental updates.","cocoindex",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cocoindex/SKILL.md",[4308,4309,4311,4313,4315],{"path":285,"priority":273},{"path":4310,"priority":376},"references/api_operations.md",{"path":4312,"priority":376},"references/cli_operations.md",{"path":4314,"priority":376},"references/custom_functions.md",{"path":4316,"priority":376},"references/flow_patterns.md",{"basePath":4318,"description":4319,"displayName":4320,"installMethods":4321,"rationale":4322,"selectedPaths":4323,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/code-review-checklist","Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability","code-review-checklist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/code-review-checklist/SKILL.md",[4324],{"path":285,"priority":273},{"basePath":4326,"description":4327,"displayName":4328,"installMethods":4329,"rationale":4330,"selectedPaths":4331,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/code-reviewer","Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when reviewing pull requests, providing code feedback, identifying issues, or ensuring code quality standards.","code-reviewer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/code-reviewer/SKILL.md",[4332,4333,4335,4337,4339,4341,4343],{"path":285,"priority":273},{"path":4334,"priority":376},"references/code_review_checklist.md",{"path":4336,"priority":376},"references/coding_standards.md",{"path":4338,"priority":376},"references/common_antipatterns.md",{"path":4340,"priority":639},"scripts/code_quality_checker.py",{"path":4342,"priority":639},"scripts/pr_analyzer.py",{"path":4344,"priority":639},"scripts/review_report_generator.py",{"basePath":4346,"description":4347,"displayName":4348,"installMethods":4349,"rationale":4350,"selectedPaths":4351,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/codex","Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art software engineering.","codex",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/codex/SKILL.md",[4352,4353],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":4355,"description":4356,"displayName":4357,"installMethods":4358,"rationale":4359,"selectedPaths":4360,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/codex-review","Professional code review with auto CHANGELOG generation, integrated with Codex AI","codex-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/codex-review/SKILL.md",[4361],{"path":285,"priority":273},{"basePath":4363,"description":4364,"displayName":4365,"installMethods":4366,"rationale":4367,"selectedPaths":4368,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/command-creator","This skill should be used when creating a Claude Code slash command. Use when users ask to \"create a command\", \"make a slash command\", \"add a command\", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.","command-creator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/command-creator/SKILL.md",[4369,4370,4371,4372,4373],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2833,"priority":376},{"path":689,"priority":376},{"path":4374,"priority":376},"references/patterns.md",{"basePath":4376,"description":4377,"displayName":4378,"installMethods":4379,"rationale":4380,"selectedPaths":4381,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/command-development","This skill should be used when the user asks to \"create a slash command\", \"add a command\", \"write a custom command\", \"define command arguments\", \"use command frontmatter\", \"organize commands\", \"create command with file references\", \"interactive command\", \"use AskUserQuestion in command\", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.","command-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/command-development/SKILL.md",[4382,4383,4384,4386,4388,4390,4392,4394,4396,4398,4400],{"path":285,"priority":273},{"path":547,"priority":548},{"path":4385,"priority":639},"examples/plugin-commands.md",{"path":4387,"priority":639},"examples/simple-commands.md",{"path":4389,"priority":376},"references/advanced-workflows.md",{"path":4391,"priority":376},"references/documentation-patterns.md",{"path":4393,"priority":376},"references/frontmatter-reference.md",{"path":4395,"priority":376},"references/interactive-commands.md",{"path":4397,"priority":376},"references/marketplace-considerations.md",{"path":4399,"priority":376},"references/plugin-features-reference.md",{"path":4401,"priority":376},"references/testing-strategies.md",{"basePath":4403,"description":4404,"displayName":4405,"installMethods":4406,"rationale":4407,"selectedPaths":4408,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/convex","Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.","convex",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/convex/SKILL.md",[4409],{"path":285,"priority":273},{"basePath":4411,"description":4412,"displayName":4413,"installMethods":4414,"rationale":4415,"selectedPaths":4416,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/core-components","Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.","core-components",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/core-components/SKILL.md",[4417],{"path":285,"priority":273},{"basePath":4419,"description":4420,"displayName":4421,"installMethods":4422,"rationale":4423,"selectedPaths":4424,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/core-web-vitals","Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to \"improve Core Web Vitals\", \"fix LCP\", \"reduce CLS\", \"optimize INP\", \"page experience optimization\", or \"fix layout shifts\".","core-web-vitals",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/core-web-vitals/SKILL.md",[4425,4426],{"path":285,"priority":273},{"path":4427,"priority":376},"references/LCP.md",{"basePath":4429,"description":4430,"displayName":4431,"installMethods":4432,"rationale":4433,"selectedPaths":4434,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/cpp-pro","Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.","cpp-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/cpp-pro/SKILL.md",[4435,4436,4438,4440,4442,4444],{"path":285,"priority":273},{"path":4437,"priority":376},"references/build-tooling.md",{"path":4439,"priority":376},"references/concurrency.md",{"path":4441,"priority":376},"references/memory-performance.md",{"path":4443,"priority":376},"references/modern-cpp.md",{"path":4445,"priority":376},"references/templates.md",{"basePath":4447,"description":4448,"displayName":4449,"installMethods":4450,"rationale":4451,"selectedPaths":4452,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/create-plan","Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.","create-plan",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/create-plan/SKILL.md",[4453],{"path":285,"priority":273},{"basePath":4455,"description":4456,"displayName":4457,"installMethods":4458,"rationale":4459,"selectedPaths":4460,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/csharp-pro","Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing.","csharp-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/csharp-pro/SKILL.md",[4461],{"path":285,"priority":273},{"basePath":4463,"description":4464,"displayName":4465,"installMethods":4466,"rationale":4467,"selectedPaths":4468,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/database-design","Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.","database-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/database-design/SKILL.md",[4469,4470,4472,4474,4476,4478,4480,4482],{"path":285,"priority":273},{"path":4471,"priority":376},"database-selection.md",{"path":4473,"priority":376},"indexing.md",{"path":4475,"priority":376},"migrations.md",{"path":4477,"priority":376},"optimization.md",{"path":4479,"priority":376},"orm-selection.md",{"path":4481,"priority":376},"schema-design.md",{"path":4483,"priority":639},"scripts/schema_validator.py",{"basePath":4485,"description":4486,"displayName":4487,"installMethods":4488,"rationale":4489,"selectedPaths":4490,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/database-schema-designer","Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models.","database-schema-designer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/database-schema-designer/SKILL.md",[4491,4492,4493,4495],{"path":285,"priority":273},{"path":547,"priority":548},{"path":4494,"priority":639},"assets/templates/migration-template.sql",{"path":4496,"priority":376},"references/schema-design-checklist.md",{"basePath":4498,"description":4499,"displayName":4500,"installMethods":4501,"rationale":4502,"selectedPaths":4503,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/dependency-updater","Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.","dependency-updater",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/dependency-updater/SKILL.md",[4504,4505,4506,4508],{"path":285,"priority":273},{"path":547,"priority":548},{"path":4507,"priority":639},"scripts/check-tool.sh",{"path":4509,"priority":639},"scripts/run-taze.sh",{"basePath":4511,"description":4512,"displayName":4513,"installMethods":4514,"rationale":4515,"selectedPaths":4516,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/deployment-procedures","Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.","deployment-procedures",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/deployment-procedures/SKILL.md",[4517],{"path":285,"priority":273},{"basePath":4519,"description":4520,"displayName":4521,"installMethods":4522,"rationale":4523,"selectedPaths":4524,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/design-system-starter","Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products.","design-system-starter",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/design-system-starter/SKILL.md",[4525,4526,4527,4529,4531],{"path":285,"priority":273},{"path":547,"priority":548},{"path":4528,"priority":376},"references/component-examples.md",{"path":4530,"priority":639},"templates/component-template.tsx",{"path":4532,"priority":639},"templates/design-tokens-template.json",{"basePath":4534,"description":4535,"displayName":4536,"installMethods":4537,"rationale":4538,"selectedPaths":4539,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/developer-growth-analysis","Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.","developer-growth-analysis",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/developer-growth-analysis/SKILL.md",[4540],{"path":285,"priority":273},{"basePath":4542,"description":4543,"displayName":4544,"installMethods":4545,"rationale":4546,"selectedPaths":4547,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/devops-iac-engineer","Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and observability solutions. Provides security-first DevOps practices and site reliability engineering guidance.","devops-iac-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/devops-iac-engineer/SKILL.md",[4548,4549,4550,4551,4552,4554,4556,4558],{"path":285,"priority":273},{"path":547,"priority":548},{"path":2625,"priority":376},{"path":2627,"priority":376},{"path":4553,"priority":639},"examples/kubernetes/complete-app.yaml",{"path":4555,"priority":639},"examples/pipelines/github-actions.yml",{"path":4557,"priority":639},"examples/terraform/main.tf",{"path":4559,"priority":639},"scripts/devops_utils.py",{"basePath":4561,"description":4562,"displayName":4563,"installMethods":4564,"rationale":4565,"selectedPaths":4566,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/django-pro","Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.","django-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/django-pro/SKILL.md",[4567],{"path":285,"priority":273},{"basePath":4569,"description":4570,"displayName":4571,"installMethods":4572,"rationale":4573,"selectedPaths":4574,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/docker-expert","Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.","docker-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/docker-expert/SKILL.md",[4575],{"path":285,"priority":273},{"basePath":4577,"description":4578,"displayName":4579,"installMethods":4580,"rationale":4581,"selectedPaths":4582,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/domain-driven-design","Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.","domain-driven-design",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/domain-driven-design/SKILL.md",[4583,4584],{"path":285,"priority":273},{"path":4585,"priority":376},"references/ddd-deliverables.md",{"basePath":4587,"description":4588,"displayName":4589,"installMethods":4590,"rationale":4591,"selectedPaths":4592,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/dotnet-backend","Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.","dotnet-backend",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/dotnet-backend/SKILL.md",[4593],{"path":285,"priority":273},{"basePath":4595,"description":4596,"displayName":4597,"installMethods":4598,"rationale":4599,"selectedPaths":4600,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/e2e-testing-patterns","Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.","e2e-testing-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/e2e-testing-patterns/SKILL.md",[4601],{"path":285,"priority":273},{"basePath":4603,"description":4604,"displayName":4605,"installMethods":4606,"rationale":4607,"selectedPaths":4608,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/elixir-pro","Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.","elixir-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/elixir-pro/SKILL.md",[4609],{"path":285,"priority":273},{"basePath":4611,"description":4612,"displayName":4613,"installMethods":4614,"rationale":4615,"selectedPaths":4616,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/environment-setup-guide","Guide developers through setting up development environments with proper tools, dependencies, and configurations","environment-setup-guide",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/environment-setup-guide/SKILL.md",[4617],{"path":285,"priority":273},{"basePath":4619,"description":4620,"displayName":4621,"installMethods":4622,"rationale":4623,"selectedPaths":4624,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/error-resolver","Systematic error diagnosis and resolution using first-principle analysis. Use when encountering any error message, stack trace, or unexpected behavior. Supports replay functionality to record and reuse solutions.","error-resolver",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/error-resolver/SKILL.md",[4625],{"path":285,"priority":273},{"basePath":4627,"description":4628,"displayName":4629,"installMethods":4630,"rationale":4631,"selectedPaths":4632,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/event-sourcing-architect","Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries.","event-sourcing-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/event-sourcing-architect/SKILL.md",[4633],{"path":285,"priority":273},{"basePath":4635,"description":4636,"displayName":4637,"installMethods":4638,"rationale":4639,"selectedPaths":4640,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/executing-plans","Use when you have a written implementation plan to execute in a separate session with review checkpoints","executing-plans",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/executing-plans/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/productivity/executing-plans)",[4641],{"path":285,"priority":273},{"basePath":4643,"description":4644,"displayName":4645,"installMethods":4646,"rationale":4647,"selectedPaths":4648,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/fastapi-pro","Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.","fastapi-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/fastapi-pro/SKILL.md",[4649],{"path":285,"priority":273},{"basePath":4651,"description":4652,"displayName":4653,"installMethods":4654,"rationale":4655,"selectedPaths":4656,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/fastmcp-server","Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when creating Python MCP servers or integrating AI models with external tools and data.","fastmcp-server",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/fastmcp-server/SKILL.md",[4657,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716],{"path":285,"priority":273},{"path":4659,"priority":376},"references/authentication/full-oauth-server.md",{"path":4661,"priority":376},"references/authentication/oauth-proxy.md",{"path":4663,"priority":376},"references/authentication/oidc-proxy.md",{"path":4665,"priority":376},"references/authentication/remote-oauth.md",{"path":4667,"priority":376},"references/authentication/token-verification.md",{"path":4669,"priority":376},"references/authorization.md",{"path":4671,"priority":376},"references/context/background-tasks.md",{"path":4673,"priority":376},"references/context/dependency-injection.md",{"path":4675,"priority":376},"references/context/mcp-context.md",{"path":4677,"priority":376},"references/context/user-elicitation.md",{"path":4679,"priority":376},"references/features/client-logging.md",{"path":4681,"priority":376},"references/features/icons.md",{"path":4683,"priority":376},"references/features/lifespans.md",{"path":4685,"priority":376},"references/features/middleware.md",{"path":4687,"priority":376},"references/features/opentelemetry.md",{"path":4689,"priority":376},"references/features/pagination.md",{"path":4691,"priority":376},"references/features/progress-reporting.md",{"path":4693,"priority":376},"references/features/sampling.md",{"path":4695,"priority":376},"references/features/storage-backends.md",{"path":4697,"priority":376},"references/features/versioning.md",{"path":4699,"priority":376},"references/getting-started/installation.md",{"path":4701,"priority":376},"references/getting-started/quickstart.md",{"path":4703,"priority":376},"references/getting-started/upgrade-guide.md",{"path":4705,"priority":376},"references/providers/custom.md",{"path":4707,"priority":376},"references/providers/filesystem.md",{"path":4709,"priority":376},"references/providers/local.md",{"path":4711,"priority":376},"references/providers/skills.md",{"path":4713,"priority":376},"references/server/resources-and-templates.md",{"path":4715,"priority":376},"references/server/server-class.md",{"path":4717,"priority":376},"references/server/tools.md",{"basePath":4719,"description":4720,"displayName":4721,"installMethods":4722,"rationale":4723,"selectedPaths":4724,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/feature-design-assistant","Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase.","feature-design-assistant",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/feature-design-assistant/SKILL.md",[4725],{"path":285,"priority":273},{"basePath":4727,"description":4728,"displayName":4729,"installMethods":4730,"rationale":4731,"selectedPaths":4732,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/finishing-a-development-branch","Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup","finishing-a-development-branch",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/finishing-a-development-branch/SKILL.md",[4733],{"path":285,"priority":273},{"basePath":4735,"description":4736,"displayName":4737,"installMethods":4738,"rationale":4739,"selectedPaths":4740,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/firebase","Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they're often wrong. Firestore queries are limited, and you learn this after you've designed your data model.  This skill covers Firebase Authentication, Firestore, Realtime Database, Cloud Functions, Cloud Storage, and Firebase Hosting. Key insight: Firebase is optimized for read-heavy, denormalized data. I","firebase",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/firebase/SKILL.md",[4741],{"path":285,"priority":273},{"basePath":4743,"description":4744,"displayName":4745,"installMethods":4746,"rationale":4747,"selectedPaths":4748,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/firebase-basics","Sets up and develops projects using Firebase products and services, especially for mobile or web apps. Covers Firebase CLI setup, project configuration, and integration with Firebase platform services.","firebase-basics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/firebase-basics/SKILL.md",[4749,4750,4752,4753,4754,4755,4756,4757],{"path":285,"priority":273},{"path":4751,"priority":376},"references/additional-skills.md",{"path":3013,"priority":376},{"path":3015,"priority":376},{"path":3017,"priority":376},{"path":3019,"priority":376},{"path":3021,"priority":376},{"path":3023,"priority":376},{"basePath":4759,"description":4760,"displayName":4761,"installMethods":4762,"rationale":4763,"selectedPaths":4764,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/flutter-expert","Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.","flutter-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/flutter-expert/SKILL.md",[4765],{"path":285,"priority":273},{"basePath":4767,"description":4768,"displayName":4769,"installMethods":4770,"rationale":4771,"selectedPaths":4772,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/frontend-dev-guidelines","Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.","frontend-dev-guidelines",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/frontend-dev-guidelines/SKILL.md",[4773],{"path":285,"priority":273},{"basePath":4775,"description":4776,"displayName":4777,"installMethods":4778,"rationale":4779,"selectedPaths":4780,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/gcp-cloud-run","Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub.","gcp-cloud-run",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/gcp-cloud-run/SKILL.md",[4781],{"path":285,"priority":273},{"basePath":4783,"description":4784,"displayName":4785,"installMethods":4786,"rationale":4787,"selectedPaths":4788,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/gh-address-comments","Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.","gh-address-comments",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/gh-address-comments/SKILL.md",[4789],{"path":285,"priority":273},{"basePath":4791,"description":4792,"displayName":4793,"installMethods":4794,"rationale":4795,"selectedPaths":4796,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/gh-fix-ci","Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.","gh-fix-ci",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/gh-fix-ci/SKILL.md",[4797],{"path":285,"priority":273},{"basePath":4799,"description":4800,"displayName":4801,"installMethods":4802,"rationale":4803,"selectedPaths":4804,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/git-commit-helper","Generate descriptive commit messages by analyzing git diffs. Use when the user asks for help writing commit messages or reviewing staged changes.","git-commit-helper",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/git-commit-helper/SKILL.md",[4805],{"path":285,"priority":273},{"basePath":4807,"description":4808,"displayName":4809,"installMethods":4810,"rationale":4811,"selectedPaths":4812,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/git-pushing","Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says \"push changes\", \"commit and push\", \"push this\", \"push to github\", or similar git workflow requests.","git-pushing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/git-pushing/SKILL.md",[4813,4814],{"path":285,"priority":273},{"path":4815,"priority":639},"scripts/smart_commit.sh",{"basePath":4817,"description":4818,"displayName":4819,"installMethods":4820,"rationale":4821,"selectedPaths":4822,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/github-actions-creator","Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security scanning, release automation, Docker builds, scheduled tasks, and any custom workflow for any language or framework.","github-actions-creator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/github-actions-creator/SKILL.md",[4823,4824],{"path":285,"priority":273},{"path":4825,"priority":376},"references/workflow-templates.md",{"basePath":4827,"description":4828,"displayName":4829,"installMethods":4830,"rationale":4831,"selectedPaths":4832,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/github-workflow-automation","Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creating GitHub Actions, or triaging issues.","github-workflow-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/github-workflow-automation/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/workflow-automation/github-workflow-automation)",[4833],{"path":285,"priority":273},{"basePath":4835,"description":4836,"displayName":4837,"installMethods":4838,"rationale":4839,"selectedPaths":4840,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/gke-basics","Plans, creates, and configures production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers networking, security, observability, scaling, cost optimization, and AI/ML inference on GKE.","gke-basics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/gke-basics/SKILL.md",[4841,4842,4844,4846,4848,4850,4852,4854,4855,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4889],{"path":285,"priority":273},{"path":4843,"priority":639},"assets/default-deny-netpol.yaml",{"path":4845,"priority":639},"assets/golden-path-autopilot.yaml",{"path":4847,"priority":639},"assets/hpa-example.yaml",{"path":4849,"priority":639},"assets/vpa-example.yaml",{"path":4851,"priority":639},"assets/workload-identity-pod.yaml",{"path":4853,"priority":376},"references/cli-reference.md",{"path":3015,"priority":376},{"path":3017,"priority":376},{"path":4857,"priority":376},"references/gke-app-onboarding.md",{"path":4859,"priority":376},"references/gke-backup-dr.md",{"path":4861,"priority":376},"references/gke-batch-hpc.md",{"path":4863,"priority":376},"references/gke-cluster-creation.md",{"path":4865,"priority":376},"references/gke-compute-classes.md",{"path":4867,"priority":376},"references/gke-cost.md",{"path":4869,"priority":376},"references/gke-golden-path.md",{"path":4871,"priority":376},"references/gke-inference.md",{"path":4873,"priority":376},"references/gke-multitenancy.md",{"path":4875,"priority":376},"references/gke-networking.md",{"path":4877,"priority":376},"references/gke-observability.md",{"path":4879,"priority":376},"references/gke-reliability.md",{"path":4881,"priority":376},"references/gke-scaling.md",{"path":4883,"priority":376},"references/gke-security.md",{"path":4885,"priority":376},"references/gke-storage.md",{"path":4887,"priority":376},"references/gke-upgrades.md",{"path":3019,"priority":376},{"path":3023,"priority":376},{"basePath":4891,"description":4892,"displayName":4893,"installMethods":4894,"rationale":4895,"selectedPaths":4896,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/golang-pro","Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.","golang-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/golang-pro/SKILL.md",[4897],{"path":285,"priority":273},{"basePath":4899,"description":4900,"displayName":4901,"installMethods":4902,"rationale":4903,"selectedPaths":4904,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/google-cloud-networking-observability","Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics.","google-cloud-networking-observability",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/google-cloud-networking-observability/SKILL.md",[4905,4906,4908,4910,4912,4913,4915,4917],{"path":285,"priority":273},{"path":4907,"priority":376},"references/cloud-nat-analysis.md",{"path":4909,"priority":376},"references/connectivity-tests.md",{"path":4911,"priority":376},"references/firewall-analysis.md",{"path":3023,"priority":376},{"path":4914,"priority":376},"references/metrics-analysis.md",{"path":4916,"priority":376},"references/threat-analysis.md",{"path":4918,"priority":376},"references/vpc-flow-analysis.md",{"basePath":4920,"description":4921,"displayName":4922,"installMethods":4923,"rationale":4924,"selectedPaths":4925,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/google-cloud-onboarding","Guides developers through their first steps on Google Cloud, covering account creation, billing setup, project management, CLI installation, and deploying a first resource.","google-cloud-onboarding",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/google-cloud-onboarding/SKILL.md",[4926],{"path":285,"priority":273},{"basePath":4928,"description":4929,"displayName":4930,"installMethods":4931,"rationale":4932,"selectedPaths":4933,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/google-cloud-waf-cost-optimization","Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, identify cost requirements and constraints, and provide actionable recommendations for building cost-efficient workloads on Google Cloud.","google-cloud-waf-cost-optimization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/google-cloud-waf-cost-optimization/SKILL.md",[4934],{"path":285,"priority":273},{"basePath":4936,"description":4937,"displayName":4938,"installMethods":4939,"rationale":4940,"selectedPaths":4941,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/google-cloud-waf-reliability","Generates reliability-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework. Use to evaluate a workload, identify reliability requirements, and provide actionable recommendations for building resilient, highly available systems.","google-cloud-waf-reliability",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/google-cloud-waf-reliability/SKILL.md",[4942],{"path":285,"priority":273},{"basePath":4944,"description":4945,"displayName":4946,"installMethods":4947,"rationale":4948,"selectedPaths":4949,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/grafana-dashboards","Create and manage production-ready Grafana dashboards for comprehensive system observability.","grafana-dashboards",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/grafana-dashboards/SKILL.md",[4950],{"path":285,"priority":273},{"basePath":4952,"description":4953,"displayName":4954,"installMethods":4955,"rationale":4956,"selectedPaths":4957,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/graphql","GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper controls, clients can craft queries that bring down your server.  This skill covers schema design, resolvers, DataLoader for N+1 prevention, federation for microservices, and client integration with Apollo/urql. Key insight: GraphQL is a contract. The schema is the API documentation. Design it carefully.","graphql",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/graphql/SKILL.md",[4958],{"path":285,"priority":273},{"basePath":4960,"description":4961,"displayName":4962,"installMethods":4963,"rationale":4964,"selectedPaths":4965,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/graphql-architect","Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.","graphql-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/graphql-architect/SKILL.md",[4966],{"path":285,"priority":273},{"basePath":4968,"description":4969,"displayName":4970,"installMethods":4971,"rationale":4972,"selectedPaths":4973,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/haskell-pro","Expert Haskell engineer specializing in advanced type systems, pure","haskell-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/haskell-pro/SKILL.md",[4974],{"path":285,"priority":273},{"basePath":4976,"description":4977,"displayName":4978,"installMethods":4979,"rationale":4980,"selectedPaths":4981,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/helm-chart-scaffolding","Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.","helm-chart-scaffolding",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/helm-chart-scaffolding/SKILL.md",[4982,4983,4985,4987,4989],{"path":285,"priority":273},{"path":4984,"priority":639},"assets/Chart.yaml.template",{"path":4986,"priority":639},"assets/values.yaml.template",{"path":4988,"priority":376},"references/chart-structure.md",{"path":4990,"priority":639},"scripts/validate-chart.sh",{"basePath":4992,"description":4993,"displayName":4994,"installMethods":4995,"rationale":4996,"selectedPaths":4997,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/heygen-best-practices","Best practices for HeyGen - AI avatar video creation API","heygen-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/heygen-best-practices/SKILL.md",[4998],{"path":285,"priority":273},{"basePath":5000,"description":5001,"displayName":5002,"installMethods":5003,"rationale":5004,"selectedPaths":5005,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/hook-development","This skill should be used when the user asks to \"create a hook\", \"add a PreToolUse/PostToolUse/Stop hook\", \"validate tool use\", \"implement prompt-based hooks\", \"use ${CLAUDE_PLUGIN_ROOT}\", \"set up event-driven automation\", \"block dangerous commands\", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides comprehensive guidance for creating and implementing Claude Code plugin hooks with focus on advanced prompt-based hooks API.","hook-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/hook-development/SKILL.md",[5006,5007,5009,5011,5013,5014,5016,5017,5019,5021,5023],{"path":285,"priority":273},{"path":5008,"priority":639},"examples/load-context.sh",{"path":5010,"priority":639},"examples/validate-bash.sh",{"path":5012,"priority":639},"examples/validate-write.sh",{"path":796,"priority":376},{"path":5015,"priority":376},"references/migration.md",{"path":4374,"priority":376},{"path":5018,"priority":639},"scripts/README.md",{"path":5020,"priority":639},"scripts/hook-linter.sh",{"path":5022,"priority":639},"scripts/test-hook.sh",{"path":5024,"priority":639},"scripts/validate-hook-schema.sh",{"basePath":5026,"description":5027,"displayName":5028,"installMethods":5029,"rationale":5030,"selectedPaths":5031,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/hubspot-integration","Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubspot, hubspot api, hubspot crm, hubspot integration, contacts api.","hubspot-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/hubspot-integration/SKILL.md",[5032],{"path":285,"priority":273},{"basePath":5034,"description":5035,"displayName":5036,"installMethods":5037,"rationale":5038,"selectedPaths":5039,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/i18n-localization","Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.","i18n-localization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/i18n-localization/SKILL.md",[5040,5041],{"path":285,"priority":273},{"path":5042,"priority":639},"scripts/i18n_checker.py",{"basePath":5044,"description":5045,"displayName":5046,"installMethods":5047,"rationale":5048,"selectedPaths":5049,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/incident-responder","Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.","incident-responder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/incident-responder/SKILL.md",[5050],{"path":285,"priority":273},{"basePath":5052,"description":5053,"displayName":5054,"installMethods":5055,"rationale":5056,"selectedPaths":5057,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/it-operations","Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence practices.","it-operations",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/it-operations/SKILL.md",[5058,5059],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":5061,"description":5062,"displayName":5063,"installMethods":5064,"rationale":5065,"selectedPaths":5066,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/java-pro","Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.","java-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/java-pro/SKILL.md",[5067],{"path":285,"priority":273},{"basePath":5069,"description":5070,"displayName":5071,"installMethods":5072,"rationale":5073,"selectedPaths":5074,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/javascript-mastery","Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional programming. Use when explaining JS concepts, debugging JavaScript issues, or teaching JavaScript fundamentals.","javascript-mastery",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/javascript-mastery/SKILL.md",[5075],{"path":285,"priority":273},{"basePath":5077,"description":5078,"displayName":5079,"installMethods":5080,"rationale":5081,"selectedPaths":5082,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/javascript-pro","Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.","javascript-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/javascript-pro/SKILL.md",[5083],{"path":285,"priority":273},{"basePath":5085,"description":5086,"displayName":5087,"installMethods":5088,"rationale":5089,"selectedPaths":5090,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/javascript-testing-patterns","Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best practices.","javascript-testing-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/javascript-testing-patterns/SKILL.md",[5091],{"path":285,"priority":273},{"basePath":5093,"description":5094,"displayName":5095,"installMethods":5096,"rationale":5097,"selectedPaths":5098,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/jupyter-notebook","Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.","jupyter-notebook",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/jupyter-notebook/SKILL.md",[5099,5100,5101,5103,5105,5107,5109,5111,5113,5115,5117],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":5102,"priority":639},"assets/experiment-template.ipynb",{"path":5104,"priority":639},"assets/jupyter-small.svg",{"path":5106,"priority":639},"assets/jupyter.png",{"path":5108,"priority":639},"assets/tutorial-template.ipynb",{"path":5110,"priority":376},"references/experiment-patterns.md",{"path":5112,"priority":376},"references/notebook-structure.md",{"path":5114,"priority":376},"references/quality-checklist.md",{"path":5116,"priority":376},"references/tutorial-patterns.md",{"path":5118,"priority":639},"scripts/new_notebook.py",{"basePath":5120,"description":5121,"displayName":5122,"installMethods":5123,"rationale":5124,"selectedPaths":5125,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/k6-load-testing","Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD.","k6-load-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/k6-load-testing/SKILL.md",[5126],{"path":285,"priority":273},{"basePath":5128,"description":5129,"displayName":5130,"installMethods":5131,"rationale":5132,"selectedPaths":5133,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/kotlin-coroutines-expert","Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.","kotlin-coroutines-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/kotlin-coroutines-expert/SKILL.md",[5134],{"path":285,"priority":273},{"basePath":5136,"description":5137,"displayName":5138,"installMethods":5139,"rationale":5140,"selectedPaths":5141,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/kubernetes-architect","Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.","kubernetes-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/kubernetes-architect/SKILL.md",[5142],{"path":285,"priority":273},{"basePath":5144,"description":5145,"displayName":5146,"installMethods":5147,"rationale":5148,"selectedPaths":5149,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/laravel-expert","Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).","laravel-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/laravel-expert/SKILL.md",[5150],{"path":285,"priority":273},{"basePath":5152,"description":5153,"displayName":5154,"installMethods":5155,"rationale":5156,"selectedPaths":5157,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/lint-and-validate","Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, types, static analysis.","lint-and-validate",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/lint-and-validate/SKILL.md",[5158,5159,5161],{"path":285,"priority":273},{"path":5160,"priority":639},"scripts/lint_runner.py",{"path":5162,"priority":639},"scripts/type_coverage.py",{"basePath":5164,"description":5165,"displayName":5166,"installMethods":5167,"rationale":5168,"selectedPaths":5169,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/linux-shell-scripting","This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production shell scripts\". It provides ready-to-use shell script templates for system administration.","linux-shell-scripting",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/linux-shell-scripting/SKILL.md",[5170],{"path":285,"priority":273},{"basePath":5172,"description":5173,"displayName":5174,"installMethods":5175,"rationale":5176,"selectedPaths":5177,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/manifest","Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues, or verifying the observability pipeline is running.","manifest",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/manifest/SKILL.md",[5178],{"path":285,"priority":273},{"basePath":5180,"description":5181,"displayName":5182,"installMethods":5183,"rationale":5184,"selectedPaths":5185,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/mcp-builder","Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).","mcp-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/mcp-builder/SKILL.md",[5186,5187,5188,5190,5192,5194],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":5189,"priority":639},"scripts/connections.py",{"path":5191,"priority":639},"scripts/evaluation.py",{"path":5193,"priority":639},"scripts/example_evaluation.xml",{"path":5195,"priority":639},"scripts/requirements.txt",{"basePath":5197,"description":5198,"displayName":5199,"installMethods":5200,"rationale":5201,"selectedPaths":5202,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/mcp-integration","This skill should be used when the user asks to \"add MCP server\", \"integrate MCP\", \"configure MCP in plugin\", \"use .mcp.json\", \"set up Model Context Protocol\", \"connect external service\", mentions \"${CLAUDE_PLUGIN_ROOT} with MCP\", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.","mcp-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/mcp-integration/SKILL.md",[5203,5204,5206,5208,5210,5212,5214],{"path":285,"priority":273},{"path":5205,"priority":639},"examples/http-server.json",{"path":5207,"priority":639},"examples/sse-server.json",{"path":5209,"priority":639},"examples/stdio-server.json",{"path":5211,"priority":376},"references/authentication.md",{"path":5213,"priority":376},"references/server-types.md",{"path":5215,"priority":376},"references/tool-usage.md",{"basePath":5217,"description":5218,"displayName":5219,"installMethods":5220,"rationale":5221,"selectedPaths":5222,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/mermaid-diagram-specialist","Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs, and architecture visualizations","mermaid-diagram-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/mermaid-diagram-specialist/SKILL.md",[5223],{"path":285,"priority":273},{"basePath":5225,"description":5226,"displayName":5227,"installMethods":5228,"rationale":5229,"selectedPaths":5230,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/microservices-patterns","Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.","microservices-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/microservices-patterns/SKILL.md",[5231],{"path":285,"priority":273},{"basePath":5233,"description":5234,"displayName":5235,"installMethods":5236,"rationale":5237,"selectedPaths":5238,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/monorepo-architect","Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup,","monorepo-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/monorepo-architect/SKILL.md",[5239],{"path":285,"priority":273},{"basePath":5241,"description":5242,"displayName":5243,"installMethods":5244,"rationale":5245,"selectedPaths":5246,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/moodle-external-api-development","Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error handling, service registration, and Moodle coding standards.","moodle-external-api-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/moodle-external-api-development/SKILL.md",[5247],{"path":285,"priority":273},{"basePath":5249,"description":5250,"displayName":5251,"installMethods":5252,"rationale":5253,"selectedPaths":5254,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/move-code-quality","Analyzes Move language packages against the official Move Book Code Quality Checklist. Use this skill when reviewing Move code, checking Move 2024 Edition compliance, or analyzing Move packages for best practices. Activates automatically when working with .move files or Move.toml manifests.","move-code-quality",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/move-code-quality/SKILL.md",[5255],{"path":285,"priority":273},{"basePath":5257,"description":5258,"displayName":5259,"installMethods":5260,"rationale":5261,"selectedPaths":5262,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/mui","Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme customization, or MUI utilities.","mui",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/mui/SKILL.md",[5263,5264],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":5266,"description":5267,"displayName":5268,"installMethods":5269,"rationale":5270,"selectedPaths":5271,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/neon-postgres","Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres serverless.","neon-postgres",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/neon-postgres/SKILL.md",[5272],{"path":285,"priority":273},{"basePath":5274,"description":5275,"displayName":5276,"installMethods":5277,"rationale":5278,"selectedPaths":5279,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/nestjs-expert","Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. Use PROACTIVELY for any Nest.js application issues including architecture decisions, testing strategies, performance optimization, or debugging complex dependency injection problems. If a specialized expert is a better fit, I will recommend switching and stop.","nestjs-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/nestjs-expert/SKILL.md",[5280],{"path":285,"priority":273},{"basePath":5282,"description":5283,"displayName":5284,"installMethods":5285,"rationale":5286,"selectedPaths":5287,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/netlify-deploy","Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys.","netlify-deploy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/netlify-deploy/SKILL.md",[5288,5289,5290,5292,5294,5296,5298],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":5291,"priority":639},"assets/netlify-small.svg",{"path":5293,"priority":639},"assets/netlify.png",{"path":5295,"priority":376},"references/cli-commands.md",{"path":5297,"priority":376},"references/deployment-patterns.md",{"path":5299,"priority":376},"references/netlify-toml.md",{"basePath":5301,"description":5302,"displayName":5303,"installMethods":5304,"rationale":5305,"selectedPaths":5306,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/nextjs-best-practices","Next.js App Router principles. Server Components, data fetching, routing patterns.","nextjs-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/nextjs-best-practices/SKILL.md",[5307],{"path":285,"priority":273},{"basePath":5309,"description":5310,"displayName":5311,"installMethods":5312,"rationale":5313,"selectedPaths":5314,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/nextjs-supabase-auth","Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.","nextjs-supabase-auth",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/nextjs-supabase-auth/SKILL.md",[5315],{"path":285,"priority":273},{"basePath":5317,"description":5318,"displayName":5319,"installMethods":5320,"rationale":5321,"selectedPaths":5322,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/nodejs-backend-patterns","Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural patterns, and best practices.","nodejs-backend-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/nodejs-backend-patterns/SKILL.md",[5323],{"path":285,"priority":273},{"basePath":5325,"description":5326,"displayName":5327,"installMethods":5328,"rationale":5329,"selectedPaths":5330,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/nodejs-best-practices","Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.","nodejs-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/nodejs-best-practices/SKILL.md",[5331],{"path":285,"priority":273},{"basePath":5333,"description":5334,"displayName":5335,"installMethods":5336,"rationale":5337,"selectedPaths":5338,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/nosql-expert","Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.","nosql-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/nosql-expert/SKILL.md",[5339],{"path":285,"priority":273},{"basePath":5341,"description":5342,"displayName":5343,"installMethods":5344,"rationale":5345,"selectedPaths":5346,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/observability-engineer","Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.","observability-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/observability-engineer/SKILL.md",[5347],{"path":285,"priority":273},{"basePath":5349,"description":5350,"displayName":5351,"installMethods":5352,"rationale":5353,"selectedPaths":5354,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/openapi-to-typescript","Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, convert schema to TS, create API interfaces, or generate TypeScript types from an API specification.","openapi-to-typescript",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/openapi-to-typescript/SKILL.md",[5355,5356],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":5358,"description":5359,"displayName":5360,"installMethods":5361,"rationale":5362,"selectedPaths":5363,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/performance","Optimize web performance for faster loading and better user experience. Use when asked to \"speed up my site\", \"optimize performance\", \"reduce load time\", \"fix slow loading\", \"improve page speed\", or \"performance audit\".","performance",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/performance/SKILL.md",[5364],{"path":285,"priority":273},{"basePath":5366,"description":5367,"displayName":5368,"installMethods":5369,"rationale":5370,"selectedPaths":5371,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/performance-profiling","Performance profiling principles. Measurement, analysis, and optimization techniques.","performance-profiling",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/performance-profiling/SKILL.md",[5372,5373],{"path":285,"priority":273},{"path":5374,"priority":639},"scripts/lighthouse_audit.py",{"basePath":5376,"description":5377,"displayName":5378,"installMethods":5379,"rationale":5380,"selectedPaths":5381,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/php-pro","Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.\n","php-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/php-pro/SKILL.md",[5382],{"path":285,"priority":273},{"basePath":5384,"description":5385,"displayName":5386,"installMethods":5387,"rationale":5388,"selectedPaths":5389,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/plaid-fintech","Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices. Use when: plaid, bank account linking, bank connection, ach, account aggregation.","plaid-fintech",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/plaid-fintech/SKILL.md",[5390],{"path":285,"priority":273},{"basePath":5392,"description":5393,"displayName":5394,"installMethods":5395,"rationale":5396,"selectedPaths":5397,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/playwright","Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.","playwright",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/playwright/SKILL.md",[5398,5399,5400,5402,5404,5405,5406],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":5401,"priority":639},"assets/playwright-small.svg",{"path":5403,"priority":639},"assets/playwright.png",{"path":2774,"priority":376},{"path":558,"priority":376},{"path":5407,"priority":639},"scripts/playwright_cli.sh",{"basePath":5409,"description":5410,"displayName":5411,"installMethods":5412,"rationale":5413,"selectedPaths":5414,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/playwright-e2e-builder","Plan and build comprehensive Playwright E2E test suites with Page Object Model, authentication state persistence, custom fixtures, visual regression, and CI integration. Uses interview-driven planning to clarify critical user flows, auth strategy, test data approach, and parallelization before writing any tests.","playwright-e2e-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/playwright-e2e-builder/SKILL.md",[5415],{"path":285,"priority":273},{"basePath":5417,"description":5418,"displayName":5419,"installMethods":5420,"rationale":5421,"selectedPaths":5422,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/playwright-java","Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and parallel execution.","playwright-java",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/playwright-java/SKILL.md",[5423,5424,5426,5428,5430],{"path":285,"priority":273},{"path":5425,"priority":376},"assertions.md",{"path":5427,"priority":376},"config.md",{"path":5429,"priority":376},"fixtures.md",{"path":5431,"priority":376},"page-objects.md",{"basePath":5433,"description":5434,"displayName":5435,"installMethods":5436,"rationale":5437,"selectedPaths":5438,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/plugin-forge","Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding plugin components (commands, agents, hooks), bumping plugin versions, or working with plugin.json/marketplace.json manifests.","plugin-forge",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/plugin-forge/SKILL.md",[5439,5440,5441,5443,5445,5446,5448],{"path":285,"priority":273},{"path":547,"priority":548},{"path":5442,"priority":376},"references/marketplace-schema.md",{"path":5444,"priority":376},"references/plugin-structure.md",{"path":558,"priority":376},{"path":5447,"priority":639},"scripts/bump_version.py",{"path":5449,"priority":639},"scripts/create_plugin.py",{"basePath":5451,"description":5452,"displayName":5453,"installMethods":5454,"rationale":5455,"selectedPaths":5456,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/plugin-settings","This skill should be used when the user asks about \"plugin settings\", \"store plugin configuration\", \"user-configurable plugin\", \".local.md files\", \"plugin state files\", \"read YAML frontmatter\", \"per-project plugin settings\", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown content.","plugin-settings",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/plugin-settings/SKILL.md",[5457,5458,5460,5462,5464,5466,5468,5470],{"path":285,"priority":273},{"path":5459,"priority":639},"examples/create-settings-command.md",{"path":5461,"priority":639},"examples/example-settings.md",{"path":5463,"priority":639},"examples/read-settings-hook.sh",{"path":5465,"priority":376},"references/parsing-techniques.md",{"path":5467,"priority":376},"references/real-world-examples.md",{"path":5469,"priority":639},"scripts/parse-frontmatter.sh",{"path":5471,"priority":639},"scripts/validate-settings.sh",{"basePath":5473,"description":5474,"displayName":5475,"installMethods":5476,"rationale":5477,"selectedPaths":5478,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/plugin-structure","This skill should be used when the user asks to \"create a plugin\", \"scaffold a plugin\", \"understand plugin structure\", \"organize plugin components\", \"set up plugin.json\", \"use ${CLAUDE_PLUGIN_ROOT}\", \"add commands/agents/skills/hooks\", \"configure auto-discovery\", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.","plugin-structure",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/plugin-structure/SKILL.md",[5479,5480,5481,5483,5485,5487,5489],{"path":285,"priority":273},{"path":547,"priority":548},{"path":5482,"priority":639},"examples/advanced-plugin.md",{"path":5484,"priority":639},"examples/minimal-plugin.md",{"path":5486,"priority":639},"examples/standard-plugin.md",{"path":5488,"priority":376},"references/component-patterns.md",{"path":5490,"priority":376},"references/manifest-reference.md",{"basePath":5492,"description":5493,"displayName":5494,"installMethods":5495,"rationale":5496,"selectedPaths":5497,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/powershell-windows","PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.","powershell-windows",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/powershell-windows/SKILL.md",[5498],{"path":285,"priority":273},{"basePath":5500,"description":5501,"displayName":5502,"installMethods":5503,"rationale":5504,"selectedPaths":5505,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/prisma-expert","Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues.","prisma-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/prisma-expert/SKILL.md",[5506],{"path":285,"priority":273},{"basePath":5508,"description":5509,"displayName":5510,"installMethods":5511,"rationale":5512,"selectedPaths":5513,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/production-code-audit","Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations","production-code-audit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/production-code-audit/SKILL.md",[5514],{"path":285,"priority":273},{"basePath":5516,"description":5517,"displayName":5518,"installMethods":5519,"rationale":5520,"selectedPaths":5521,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/prometheus-configuration","Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.","prometheus-configuration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/prometheus-configuration/SKILL.md",[5522],{"path":285,"priority":273},{"basePath":5524,"description":5525,"displayName":5526,"installMethods":5527,"rationale":5528,"selectedPaths":5529,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/python-patterns","Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.","python-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/python-patterns/SKILL.md",[5530],{"path":285,"priority":273},{"basePath":5532,"description":5533,"displayName":5534,"installMethods":5535,"rationale":5536,"selectedPaths":5537,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/python-pro","Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.","python-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/python-pro/SKILL.md",[5538],{"path":285,"priority":273},{"basePath":5540,"description":5541,"displayName":5542,"installMethods":5543,"rationale":5544,"selectedPaths":5545,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/python-testing-patterns","Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.","python-testing-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/python-testing-patterns/SKILL.md",[5546],{"path":285,"priority":273},{"basePath":5548,"description":5549,"displayName":5550,"installMethods":5551,"rationale":5552,"selectedPaths":5553,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/react-best-practices","React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.","vercel-react-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/react-best-practices/SKILL.md",[5554,5555,5556],{"path":285,"priority":273},{"path":547,"priority":548},{"path":3127,"priority":376},{"basePath":5558,"description":5559,"displayName":5560,"installMethods":5561,"rationale":5562,"selectedPaths":5563,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/react-dev","This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router).","react-dev",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/react-dev/SKILL.md",[5564,5565,5566,5568,5570,5572,5574,5576,5578],{"path":285,"priority":273},{"path":547,"priority":548},{"path":5567,"priority":639},"examples/generic-components.md",{"path":5569,"priority":639},"examples/server-components.md",{"path":5571,"priority":376},"references/event-handlers.md",{"path":5573,"priority":376},"references/hooks.md",{"path":5575,"priority":376},"references/react-19-patterns.md",{"path":5577,"priority":376},"references/react-router.md",{"path":5579,"priority":376},"references/tanstack-router.md",{"basePath":5581,"description":5582,"displayName":5583,"installMethods":5584,"rationale":5585,"selectedPaths":5586,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/react-patterns","Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.","react-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/react-patterns/SKILL.md",[5587],{"path":285,"priority":273},{"basePath":5589,"description":5590,"displayName":5591,"installMethods":5592,"rationale":5593,"selectedPaths":5594,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/react-ui-patterns","Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.","react-ui-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/react-ui-patterns/SKILL.md",[5595],{"path":285,"priority":273},{"basePath":5597,"description":5598,"displayName":5599,"installMethods":5600,"rationale":5601,"selectedPaths":5602,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/react-useeffect","React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better alternatives.","react-useeffect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/react-useeffect/SKILL.md",[5603,5604,5605,5607],{"path":285,"priority":273},{"path":547,"priority":548},{"path":5606,"priority":376},"alternatives.md",{"path":5608,"priority":376},"anti-patterns.md",{"basePath":5610,"description":5611,"displayName":5612,"installMethods":5613,"rationale":5614,"selectedPaths":5615,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/receiving-code-review","Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation","receiving-code-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/receiving-code-review/SKILL.md",[5616],{"path":285,"priority":273},{"basePath":5618,"description":5619,"displayName":5620,"installMethods":5621,"rationale":5622,"selectedPaths":5623,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/render-deploy","Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.","render-deploy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/render-deploy/SKILL.md",[5624,5625,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":5627,"priority":639},"assets/docker.yaml",{"path":5629,"priority":639},"assets/go-api.yaml",{"path":5631,"priority":639},"assets/nextjs-postgres.yaml",{"path":5633,"priority":639},"assets/node-express.yaml",{"path":5635,"priority":639},"assets/python-django.yaml",{"path":5637,"priority":639},"assets/render-small.svg",{"path":5639,"priority":639},"assets/render.png",{"path":5641,"priority":639},"assets/static-site.yaml",{"path":5643,"priority":376},"references/blueprint-spec.md",{"path":5645,"priority":376},"references/codebase-analysis.md",{"path":5647,"priority":376},"references/configuration-guide.md",{"path":5649,"priority":376},"references/deployment-details.md",{"path":5651,"priority":376},"references/direct-creation.md",{"path":5653,"priority":376},"references/error-patterns.md",{"path":5655,"priority":376},"references/post-deploy-checks.md",{"path":5657,"priority":376},"references/runtimes.md",{"path":5659,"priority":376},"references/service-types.md",{"path":5661,"priority":376},"references/troubleshooting-basics.md",{"basePath":5663,"description":5664,"displayName":5665,"installMethods":5666,"rationale":5667,"selectedPaths":5668,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/requesting-code-review","Use when completing tasks, implementing major features, or before merging to verify work meets requirements","requesting-code-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/requesting-code-review/SKILL.md",[5669,5670],{"path":285,"priority":273},{"path":5671,"priority":376},"code-reviewer.md",{"basePath":5673,"description":5674,"displayName":5675,"installMethods":5676,"rationale":5677,"selectedPaths":5678,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/ruby-pro","Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.","ruby-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/ruby-pro/SKILL.md",[5679],{"path":285,"priority":273},{"basePath":5681,"description":5682,"displayName":5683,"installMethods":5684,"rationale":5685,"selectedPaths":5686,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/rust-cli-builder","Plan and build production-ready Rust CLI tools using clap for argument parsing, with subcommands, config file support, colored output, and proper error handling. Uses interview-driven planning to clarify commands, input/output formats, and distribution strategy before writing any code.","rust-cli-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/rust-cli-builder/SKILL.md",[5687],{"path":285,"priority":273},{"basePath":5689,"description":5690,"displayName":5691,"installMethods":5692,"rationale":5693,"selectedPaths":5694,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/rust-pro","Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.","rust-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/rust-pro/SKILL.md",[5695],{"path":285,"priority":273},{"basePath":5697,"description":5698,"displayName":5699,"installMethods":5700,"rationale":5701,"selectedPaths":5702,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/saas-multi-tenant","Design and implement multi-tenant SaaS architectures with row-level security, tenant-scoped queries, shared-schema isolation, and safe cross-tenant admin patterns in PostgreSQL and TypeScript.","saas-multi-tenant",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/saas-multi-tenant/SKILL.md",[5703],{"path":285,"priority":273},{"basePath":5705,"description":5706,"displayName":5707,"installMethods":5708,"rationale":5709,"selectedPaths":5710,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/salesforce-development","Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd generation packages (2GP). Use when: salesforce, sfdc, apex, lwc, lightning web components.","salesforce-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/salesforce-development/SKILL.md",[5711],{"path":285,"priority":273},{"basePath":5713,"description":5714,"displayName":5715,"installMethods":5716,"rationale":5717,"selectedPaths":5718,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/scala-pro","Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.","scala-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/scala-pro/SKILL.md",[5719],{"path":285,"priority":273},{"basePath":5721,"description":5722,"displayName":5723,"installMethods":5724,"rationale":5725,"selectedPaths":5726,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/screenshot-feature-extractor","Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for feature extraction, (2) Generating PRD/task lists from UI designs, (3) Batch analyzing multiple app screens, (4) Conducting competitive analysis from visual references.","screenshot-feature-extractor",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/screenshot-feature-extractor/SKILL.md",[5727,5728],{"path":285,"priority":273},{"path":5729,"priority":376},"references/output-format.md",{"basePath":5731,"description":5732,"displayName":5733,"installMethods":5734,"rationale":5735,"selectedPaths":5736,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/security-compliance","Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC2, ISO27001, GDPR, HIPAA), conducting threat modeling and risk assessments, managing security operations and incident response, and embedding security throughout the SDLC.","security-compliance",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/security-compliance/SKILL.md",[5737,5738,5739,5741,5743,5745,5747,5749],{"path":285,"priority":273},{"path":547,"priority":548},{"path":5740,"priority":639},"examples/incident-response-template.md",{"path":5742,"priority":639},"examples/risks.csv",{"path":5744,"priority":639},"examples/soc2-control-example.md",{"path":5746,"priority":639},"examples/vulnerabilities.csv",{"path":5748,"priority":639},"scripts/risk_calculator.py",{"path":5750,"priority":639},"scripts/vuln_prioritizer.py",{"basePath":5752,"description":5753,"displayName":5754,"installMethods":5755,"rationale":5756,"selectedPaths":5757,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-architect","Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.","senior-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-architect/SKILL.md",[5758,5759,5761,5763,5765,5767,5769],{"path":285,"priority":273},{"path":5760,"priority":376},"references/architecture_patterns.md",{"path":5762,"priority":376},"references/system_design_workflows.md",{"path":5764,"priority":376},"references/tech_decision_guide.md",{"path":5766,"priority":639},"scripts/architecture_diagram_generator.py",{"path":5768,"priority":639},"scripts/dependency_analyzer.py",{"path":5770,"priority":639},"scripts/project_architect.py",{"basePath":5772,"description":5773,"displayName":5774,"installMethods":5775,"rationale":5776,"selectedPaths":5777,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-backend","Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API scaffolding, database optimization, security implementation, and performance tuning. Use when designing APIs, optimizing database queries, implementing business logic, handling authentication/authorization, or reviewing backend code.","senior-backend",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-backend/SKILL.md",[5778,5779,5781,5783,5785,5787,5789],{"path":285,"priority":273},{"path":5780,"priority":376},"references/api_design_patterns.md",{"path":5782,"priority":376},"references/backend_security_practices.md",{"path":5784,"priority":376},"references/database_optimization_guide.md",{"path":5786,"priority":639},"scripts/api_load_tester.py",{"path":5788,"priority":639},"scripts/api_scaffolder.py",{"path":5790,"priority":639},"scripts/database_migration_tool.py",{"basePath":5792,"description":5793,"displayName":5794,"installMethods":5795,"rationale":5796,"selectedPaths":5797,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-computer-vision","World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI systems, implementing object detection, training custom vision models, or optimizing inference pipelines.","senior-computer-vision",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-computer-vision/SKILL.md",[5798,5799,5801,5803,5805,5807,5809],{"path":285,"priority":273},{"path":5800,"priority":376},"references/computer_vision_architectures.md",{"path":5802,"priority":376},"references/object_detection_optimization.md",{"path":5804,"priority":376},"references/production_vision_systems.md",{"path":5806,"priority":639},"scripts/dataset_pipeline_builder.py",{"path":5808,"priority":639},"scripts/inference_optimizer.py",{"path":5810,"priority":639},"scripts/vision_model_trainer.py",{"basePath":5812,"description":5813,"displayName":5814,"installMethods":5815,"rationale":5816,"selectedPaths":5817,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-data-engineer","World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, or implementing data governance.","senior-data-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-data-engineer/SKILL.md",[5818,5819,5821,5823,5825,5827,5829],{"path":285,"priority":273},{"path":5820,"priority":376},"references/data_modeling_patterns.md",{"path":5822,"priority":376},"references/data_pipeline_architecture.md",{"path":5824,"priority":376},"references/dataops_best_practices.md",{"path":5826,"priority":639},"scripts/data_quality_validator.py",{"path":5828,"priority":639},"scripts/etl_performance_optimizer.py",{"path":5830,"priority":639},"scripts/pipeline_orchestrator.py",{"basePath":5832,"description":5833,"displayName":5834,"installMethods":5835,"rationale":5836,"selectedPaths":5837,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-data-scientist","World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.","senior-data-scientist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-data-scientist/SKILL.md",[5838,5839,5841,5843,5845,5847,5849],{"path":285,"priority":273},{"path":5840,"priority":376},"references/experiment_design_frameworks.md",{"path":5842,"priority":376},"references/feature_engineering_patterns.md",{"path":5844,"priority":376},"references/statistical_methods_advanced.md",{"path":5846,"priority":639},"scripts/experiment_designer.py",{"path":5848,"priority":639},"scripts/feature_engineering_pipeline.py",{"path":5850,"priority":639},"scripts/model_evaluation_suite.py",{"basePath":5852,"description":5853,"displayName":5854,"installMethods":5855,"rationale":5856,"selectedPaths":5857,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-devops","Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.","senior-devops",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-devops/SKILL.md",[5858,5859,5861,5863,5865,5867,5869],{"path":285,"priority":273},{"path":5860,"priority":376},"references/cicd_pipeline_guide.md",{"path":5862,"priority":376},"references/deployment_strategies.md",{"path":5864,"priority":376},"references/infrastructure_as_code.md",{"path":5866,"priority":639},"scripts/deployment_manager.py",{"path":5868,"priority":639},"scripts/pipeline_generator.py",{"path":5870,"priority":639},"scripts/terraform_scaffolder.py",{"basePath":5872,"description":5873,"displayName":5874,"installMethods":5875,"rationale":5876,"selectedPaths":5877,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-frontend","Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization, bundle analysis, and UI best practices. Use when developing frontend features, optimizing performance, implementing UI/UX designs, managing state, or reviewing frontend code.","senior-frontend",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-frontend/SKILL.md",[5878,5879,5881,5883,5885,5887,5889],{"path":285,"priority":273},{"path":5880,"priority":376},"references/frontend_best_practices.md",{"path":5882,"priority":376},"references/nextjs_optimization_guide.md",{"path":5884,"priority":376},"references/react_patterns.md",{"path":5886,"priority":639},"scripts/bundle_analyzer.py",{"path":5888,"priority":639},"scripts/component_generator.py",{"path":5890,"priority":639},"scripts/frontend_scaffolder.py",{"basePath":5892,"description":5893,"displayName":5894,"installMethods":5895,"rationale":5896,"selectedPaths":5897,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-fullstack","Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows.","senior-fullstack",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-fullstack/SKILL.md",[5898,5899,5900,5902,5904,5906,5908],{"path":285,"priority":273},{"path":5760,"priority":376},{"path":5901,"priority":376},"references/development_workflows.md",{"path":5903,"priority":376},"references/tech_stack_guide.md",{"path":5905,"priority":639},"scripts/code_quality_analyzer.py",{"path":5907,"priority":639},"scripts/fullstack_scaffolder.py",{"path":5909,"priority":639},"scripts/project_scaffolder.py",{"basePath":5911,"description":5912,"displayName":5913,"installMethods":5914,"rationale":5915,"selectedPaths":5916,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-ml-engineer","World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.","senior-ml-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-ml-engineer/SKILL.md",[5917,5918,5920,5922,5924,5926,5928],{"path":285,"priority":273},{"path":5919,"priority":376},"references/llm_integration_guide.md",{"path":5921,"priority":376},"references/mlops_production_patterns.md",{"path":5923,"priority":376},"references/rag_system_architecture.md",{"path":5925,"priority":639},"scripts/ml_monitoring_suite.py",{"path":5927,"priority":639},"scripts/model_deployment_pipeline.py",{"path":5929,"priority":639},"scripts/rag_system_builder.py",{"basePath":5931,"description":5932,"displayName":5933,"installMethods":5934,"rationale":5935,"selectedPaths":5936,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-prompt-engineer","World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.","senior-prompt-engineer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-prompt-engineer/SKILL.md",[5937,5938,5940,5942,5944,5946,5948],{"path":285,"priority":273},{"path":5939,"priority":376},"references/agentic_system_design.md",{"path":5941,"priority":376},"references/llm_evaluation_frameworks.md",{"path":5943,"priority":376},"references/prompt_engineering_patterns.md",{"path":5945,"priority":639},"scripts/agent_orchestrator.py",{"path":5947,"priority":639},"scripts/prompt_optimizer.py",{"path":5949,"priority":639},"scripts/rag_evaluator.py",{"basePath":5951,"description":5952,"displayName":5953,"installMethods":5954,"rationale":5955,"selectedPaths":5956,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-qa","Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes test suite generation, coverage analysis, E2E testing setup, and quality metrics. Use when designing test strategies, writing test cases, implementing test automation, performing manual testing, or analyzing test coverage.","senior-qa",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-qa/SKILL.md",[5957,5958,5960,5962,5964,5966,5968],{"path":285,"priority":273},{"path":5959,"priority":376},"references/qa_best_practices.md",{"path":5961,"priority":376},"references/test_automation_patterns.md",{"path":5963,"priority":376},"references/testing_strategies.md",{"path":5965,"priority":639},"scripts/coverage_analyzer.py",{"path":5967,"priority":639},"scripts/e2e_test_scaffolder.py",{"path":5969,"priority":639},"scripts/test_suite_generator.py",{"basePath":5971,"description":5972,"displayName":5973,"installMethods":5974,"rationale":5975,"selectedPaths":5976,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-secops","Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements.","senior-secops",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-secops/SKILL.md",[5977,5978,5980,5982,5984,5986,5988],{"path":285,"priority":273},{"path":5979,"priority":376},"references/compliance_requirements.md",{"path":5981,"priority":376},"references/security_standards.md",{"path":5983,"priority":376},"references/vulnerability_management_guide.md",{"path":5985,"priority":639},"scripts/compliance_checker.py",{"path":5987,"priority":639},"scripts/security_scanner.py",{"path":5989,"priority":639},"scripts/vulnerability_assessor.py",{"basePath":5991,"description":5992,"displayName":5993,"installMethods":5994,"rationale":5995,"selectedPaths":5996,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/senior-security","Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security assessment tools, threat modeling, crypto implementation, and security automation. Use when designing security architecture, conducting penetration tests, implementing cryptography, or performing security audits.","senior-security",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/senior-security/SKILL.md",[5997,5998,6000,6002,6004,6006,6008],{"path":285,"priority":273},{"path":5999,"priority":376},"references/cryptography_implementation.md",{"path":6001,"priority":376},"references/penetration_testing_guide.md",{"path":6003,"priority":376},"references/security_architecture_patterns.md",{"path":6005,"priority":639},"scripts/pentest_automator.py",{"path":6007,"priority":639},"scripts/security_auditor.py",{"path":6009,"priority":639},"scripts/threat_modeler.py",{"basePath":6011,"description":6012,"displayName":6013,"installMethods":6014,"rationale":6015,"selectedPaths":6016,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/seo","Optimize for search engine visibility and ranking. Use when asked to \"improve SEO\", \"optimize for search\", \"fix meta tags\", \"add structured data\", \"sitemap optimization\", or \"search engine optimization\".","seo",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/seo/SKILL.md",[6017],{"path":285,"priority":273},{"basePath":6019,"description":6020,"displayName":6021,"installMethods":6022,"rationale":6023,"selectedPaths":6024,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/server-management","Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.","server-management",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/server-management/SKILL.md",[6025],{"path":285,"priority":273},{"basePath":6027,"description":6028,"displayName":6029,"installMethods":6030,"rationale":6031,"selectedPaths":6032,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/skill-creation-guide","Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.","skill-creation-guide",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/skill-creation-guide/SKILL.md",[6033,6034,6035,6037,6038,6040,6042],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6036,"priority":376},"references/output-patterns.md",{"path":558,"priority":376},{"path":6039,"priority":639},"scripts/init_skill.py",{"path":6041,"priority":639},"scripts/package_skill.py",{"path":6043,"priority":639},"scripts/quick_validate.py",{"basePath":6045,"description":6046,"displayName":6047,"installMethods":6048,"rationale":6049,"selectedPaths":6050,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/skill-creator","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.","skill-creator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/skill-creator/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/productivity/skill-creator, cli-tool/components/skills/development/skill-development)",[6051,6052,6053,6055,6057,6059,6061,6063,6065,6066,6067,6069,6071],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6054,"priority":639},"assets/eval_review.html",{"path":6056,"priority":376},"references/schemas.md",{"path":6058,"priority":639},"scripts/__init__.py",{"path":6060,"priority":639},"scripts/aggregate_benchmark.py",{"path":6062,"priority":639},"scripts/generate_report.py",{"path":6064,"priority":639},"scripts/improve_description.py",{"path":6041,"priority":639},{"path":6043,"priority":639},{"path":6068,"priority":639},"scripts/run_eval.py",{"path":6070,"priority":639},"scripts/run_loop.py",{"path":6072,"priority":639},"scripts/utils.py",{"basePath":6074,"description":6075,"displayName":6076,"installMethods":6077,"rationale":6078,"selectedPaths":6079,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/skill-installer","Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos).","skill-installer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/skill-installer/SKILL.md",[6080],{"path":285,"priority":273},{"basePath":6082,"description":6083,"displayName":6084,"installMethods":6085,"rationale":6086,"selectedPaths":6087,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/software-architecture","Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.","software-architecture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/software-architecture/SKILL.md",[6088],{"path":285,"priority":273},{"basePath":6090,"description":6091,"displayName":6092,"installMethods":6093,"rationale":6094,"selectedPaths":6095,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/stripe-integration","Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing Stripe correctly, including all the edge cases that will bite you at 3am.  This isn't just API calls - it's the full payment system: handling failures, managing subscriptions, dealing with dunning, and keeping revenue flowing. Use when: stripe, payments, subscription, billing, checkout.","stripe-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/stripe-integration/SKILL.md",[6096],{"path":285,"priority":273},{"basePath":6098,"description":6099,"displayName":6100,"installMethods":6101,"rationale":6102,"selectedPaths":6103,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/swarmvault","Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.","swarmvault",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/swarmvault/SKILL.md",[6104,6105,6106,6108,6110,6112,6114,6115],{"path":285,"priority":273},{"path":547,"priority":548},{"path":6107,"priority":376},"TROUBLESHOOTING.md",{"path":6109,"priority":639},"examples/quickstart.md",{"path":6111,"priority":639},"examples/repo-workflow.md",{"path":6113,"priority":639},"examples/research-workflow.md",{"path":1372,"priority":376},{"path":974,"priority":376},{"basePath":6117,"description":6118,"displayName":6119,"installMethods":6120,"rationale":6121,"selectedPaths":6122,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/swift-concurrency-expert","Review and fix Swift concurrency issues such as actor isolation and Sendable violations.","swift-concurrency-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/swift-concurrency-expert/SKILL.md",[6123,6124,6126,6128],{"path":285,"priority":273},{"path":6125,"priority":376},"references/approachable-concurrency.md",{"path":6127,"priority":376},"references/swift-6-2-concurrency.md",{"path":6129,"priority":376},"references/swiftui-concurrency-tour-wwdc.md",{"basePath":6131,"description":6132,"displayName":6133,"installMethods":6134,"rationale":6135,"selectedPaths":6136,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/systematic-debugging","Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes","systematic-debugging",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/systematic-debugging/SKILL.md",[6137,6138,6140,6142,6144,6146,6148,6150,6152],{"path":285,"priority":273},{"path":6139,"priority":376},"CREATION-LOG.md",{"path":6141,"priority":376},"condition-based-waiting.md",{"path":6143,"priority":376},"defense-in-depth.md",{"path":6145,"priority":376},"root-cause-tracing.md",{"path":6147,"priority":376},"test-academic.md",{"path":6149,"priority":376},"test-pressure-1.md",{"path":6151,"priority":376},"test-pressure-2.md",{"path":6153,"priority":376},"test-pressure-3.md",{"basePath":6155,"description":6156,"displayName":6157,"installMethods":6158,"rationale":6159,"selectedPaths":6160,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/task-execution-engine","Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2) resuming interrupted work, (3) batch executing tasks. Triggers on 'start implementation', 'run tasks', 'resume'.","task-execution-engine",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/task-execution-engine/SKILL.md",[6161,6162,6164,6166],{"path":285,"priority":273},{"path":6163,"priority":376},"references/task-format.md",{"path":6165,"priority":376},"references/workflow-guide.md",{"path":6167,"priority":639},"scripts/task_manager.py",{"basePath":6169,"description":6170,"displayName":6171,"installMethods":6172,"rationale":6173,"selectedPaths":6174,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/tdd-orchestrator","Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.","tdd-orchestrator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/tdd-orchestrator/SKILL.md",[6175],{"path":285,"priority":273},{"basePath":6177,"description":6178,"displayName":6179,"installMethods":6180,"rationale":6181,"selectedPaths":6182,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/tdd-workflow","Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.","tdd-workflow",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/tdd-workflow/SKILL.md",[6183],{"path":285,"priority":273},{"basePath":6185,"description":6186,"displayName":6187,"installMethods":6188,"rationale":6189,"selectedPaths":6190,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/telegram-bot-builder","This skill should be used when the user asks to \"create a Telegram bot\", \"build a Telegram chatbot\", \"set up a Telegram webhook\", \"add inline keyboards to a bot\", \"handle Telegram callback queries\", \"implement Telegram payments\", \"send media via Telegram bot\", \"configure Telegram bot commands\", \"deploy a Telegram bot\", or mentions the Telegram Bot API, telegram bot tokens, getUpdates, setWebhook, or bot frameworks like node-telegram-bot-api, grammy, python-telegram-bot, or aiogram. Provides comprehensive guidance for building production-ready Telegram bots with Node.js and Python.","telegram-bot-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/telegram-bot-builder/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/enterprise-communication/telegram-bot-builder)",[6191],{"path":285,"priority":273},{"basePath":6193,"description":6194,"displayName":6195,"installMethods":6196,"rationale":6197,"selectedPaths":6198,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/terraform-specialist","Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.","terraform-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/terraform-specialist/SKILL.md",[6199],{"path":285,"priority":273},{"basePath":6201,"description":6202,"displayName":6203,"installMethods":6204,"rationale":6205,"selectedPaths":6206,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/test-detect","Auto-detect testing framework and run relevant tests. Identifies Jest, Vitest, Playwright, Cypress, pytest, Go test, and others. Can run all tests, specific file tests, or generate basic tests for new code. Usage - /test-detect, /test-detect src/auth/login.ts, /test-detect generate src/utils.ts","test-detect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/test-detect/SKILL.md",[6207],{"path":285,"priority":273},{"basePath":6209,"description":6210,"displayName":6211,"installMethods":6212,"rationale":6213,"selectedPaths":6214,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/test-driven-development","Use when implementing any feature or bugfix, before writing implementation code","test-driven-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/test-driven-development/SKILL.md",[6215,6216],{"path":285,"priority":273},{"path":6217,"priority":376},"testing-anti-patterns.md",{"basePath":6219,"description":6220,"displayName":6221,"installMethods":6222,"rationale":6223,"selectedPaths":6224,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/test-fixing","Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass.","test-fixing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/test-fixing/SKILL.md",[6225],{"path":285,"priority":273},{"basePath":6227,"description":6228,"displayName":6229,"installMethods":6230,"rationale":6231,"selectedPaths":6232,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/testing-patterns","Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.","testing-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/testing-patterns/SKILL.md",[6233],{"path":285,"priority":273},{"basePath":6235,"description":6236,"displayName":6237,"installMethods":6238,"rationale":6239,"selectedPaths":6240,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/typescript-expert","TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling. Use PROACTIVELY for any TypeScript/JavaScript issues including complex type gymnastics, build performance, debugging, and architectural decisions. If a specialized expert is a better fit, I will recommend switching and stop.","typescript-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/typescript-expert/SKILL.md",[6241,6242,6244,6246,6248],{"path":285,"priority":273},{"path":6243,"priority":376},"references/tsconfig-strict.json",{"path":6245,"priority":376},"references/typescript-cheatsheet.md",{"path":6247,"priority":376},"references/utility-types.ts",{"path":6249,"priority":639},"scripts/ts_diagnostic.py",{"basePath":6251,"description":6252,"displayName":6253,"installMethods":6254,"rationale":6255,"selectedPaths":6256,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/typescript-pro","Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.","typescript-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/typescript-pro/SKILL.md",[6257],{"path":285,"priority":273},{"basePath":6259,"description":6260,"displayName":6261,"installMethods":6262,"rationale":6263,"selectedPaths":6264,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/using-git-worktrees","Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification","using-git-worktrees",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/using-git-worktrees/SKILL.md",[6265],{"path":285,"priority":273},{"basePath":6267,"description":6268,"displayName":6269,"installMethods":6270,"rationale":6271,"selectedPaths":6272,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/using-superpowers","Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions","using-superpowers",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/using-superpowers/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/development/using-superpowers)",[6273],{"path":285,"priority":273},{"basePath":6275,"description":6276,"displayName":6277,"installMethods":6278,"rationale":6279,"selectedPaths":6280,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/vercel-deploy","Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push this live\", or \"create a preview deployment\".","vercel-deploy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/vercel-deploy/SKILL.md",[6281,6282,6283,6285,6287],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6284,"priority":639},"assets/vercel-small.svg",{"path":6286,"priority":639},"assets/vercel.png",{"path":6288,"priority":639},"scripts/deploy.sh",{"basePath":6290,"description":6291,"displayName":6292,"installMethods":6293,"rationale":6294,"selectedPaths":6295,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/vercel-deployment","Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.","vercel-deployment",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/vercel-deployment/SKILL.md",[6296],{"path":285,"priority":273},{"basePath":6298,"description":6299,"displayName":6300,"installMethods":6301,"rationale":6302,"selectedPaths":6303,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/verification-before-completion","Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always","verification-before-completion",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/verification-before-completion/SKILL.md",[6304],{"path":285,"priority":273},{"basePath":6306,"description":3367,"displayName":6307,"installMethods":6308,"rationale":6309,"selectedPaths":6310,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/web-artifacts-builder","web-artifacts-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/web-artifacts-builder/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/development/web-artifacts-builder)",[6311,6312,6313,6314,6315],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":3375,"priority":639},{"path":3377,"priority":639},{"path":3379,"priority":639},{"basePath":6317,"description":6318,"displayName":6319,"installMethods":6320,"rationale":6321,"selectedPaths":6322,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/web-quality-audit","Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to \"audit my site\", \"review web quality\", \"run lighthouse audit\", \"check page quality\", or \"optimize my website\".","web-quality-audit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/web-quality-audit/SKILL.md",[6323,6324],{"path":285,"priority":273},{"path":6325,"priority":639},"scripts/analyze.sh",{"basePath":6327,"description":6328,"displayName":6329,"installMethods":6330,"rationale":6331,"selectedPaths":6332,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/web-to-markdown","Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown by calling the local web2md CLI (Puppeteer + Readability), suitable for JS-rendered pages.","web-to-markdown",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/web-to-markdown/SKILL.md",[6333,6334],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":6336,"description":6337,"displayName":6338,"installMethods":6339,"rationale":6340,"selectedPaths":6341,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","webapp-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/webapp-testing/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/development/webapp-testing)",[6342,6343,6344,6346,6348,6350],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6345,"priority":639},"examples/console_logging.py",{"path":6347,"priority":639},"examples/element_discovery.py",{"path":6349,"priority":639},"examples/static_html_automation.py",{"path":6351,"priority":639},"scripts/with_server.py",{"basePath":6353,"description":6354,"displayName":6355,"installMethods":6356,"rationale":6357,"selectedPaths":6358,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/worktree-guide","Interactive guide for parallel development with Ghostty, git worktrees, and Lazygit. Use when setting up multi-task workflows or learning the worktree system.","worktree-guide",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/worktree-guide/SKILL.md",[6359],{"path":285,"priority":273},{"basePath":6361,"description":6362,"displayName":6363,"installMethods":6364,"rationale":6365,"selectedPaths":6366,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/writing-plans","Use when you have a spec or requirements for a multi-step task, before touching code","writing-plans",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/writing-plans/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/productivity/writing-plans)",[6367],{"path":285,"priority":273},{"basePath":6369,"description":6370,"displayName":6371,"installMethods":6372,"rationale":6373,"selectedPaths":6374,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/writing-skills","Use when creating new skills, editing existing skills, or verifying skills work before deployment","writing-skills",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/writing-skills/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/productivity/writing-skills)",[6375,6376,6378,6380,6382],{"path":285,"priority":273},{"path":6377,"priority":376},"anthropic-best-practices.md",{"path":6379,"priority":639},"examples/CLAUDE_MD_TESTING.md",{"path":6381,"priority":376},"persuasion-principles.md",{"path":6383,"priority":376},"testing-skills-with-subagents.md",{"basePath":6385,"description":6386,"displayName":6387,"installMethods":6388,"rationale":6389,"selectedPaths":6390,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/development/zapier-workflows","Manage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automations, daily digest, research, search, lead tracking, expenses, or asks to \"run\" any process. Also handles Perplexity-based research and Google Sheets data tracking.","zapier-workflows",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/development/zapier-workflows/SKILL.md",[6391,6392,6393,6395],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6394,"priority":376},"references/mcp-patterns.md",{"path":6396,"priority":376},"references/zaps.md",{"basePath":6398,"description":6399,"displayName":6400,"installMethods":6401,"rationale":6402,"selectedPaths":6403,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/doc","Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus the bundled `scripts/render_docx.py` for visual checks.","doc",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/doc/SKILL.md",[6404,6405,6406,6408,6410],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6407,"priority":639},"assets/doc-small.svg",{"path":6409,"priority":639},"assets/doc.png",{"path":6411,"priority":639},"scripts/render_docx.py",{"basePath":6413,"description":6414,"displayName":6415,"installMethods":6416,"rationale":6417,"selectedPaths":6418,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/documentation-templates","Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.","documentation-templates",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/documentation-templates/SKILL.md",[6419],{"path":285,"priority":273},{"basePath":6421,"description":6422,"displayName":6423,"installMethods":6424,"rationale":6425,"selectedPaths":6426,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/docx","Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.","docx",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/docx/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/scientific/document-skills/docx, cli-tool/components/skills/document-processing/docx-official)",[6427,6428,6429,6431,6433,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548,6550,6552],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6430,"priority":376},"docx-js.md",{"path":6432,"priority":376},"ooxml.md",{"path":6058,"priority":639},{"path":6435,"priority":639},"scripts/accept_changes.py",{"path":6437,"priority":639},"scripts/comment.py",{"path":6439,"priority":639},"scripts/document.py",{"path":6441,"priority":639},"scripts/office/helpers/__init__.py",{"path":6443,"priority":639},"scripts/office/helpers/merge_runs.py",{"path":6445,"priority":639},"scripts/office/helpers/simplify_redlines.py",{"path":6447,"priority":639},"scripts/office/pack.py",{"path":6449,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-chart.xsd",{"path":6451,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-chartDrawing.xsd",{"path":6453,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-diagram.xsd",{"path":6455,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-lockedCanvas.xsd",{"path":6457,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-main.xsd",{"path":6459,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-picture.xsd",{"path":6461,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-spreadsheetDrawing.xsd",{"path":6463,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/dml-wordprocessingDrawing.xsd",{"path":6465,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/pml.xsd",{"path":6467,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-additionalCharacteristics.xsd",{"path":6469,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-bibliography.xsd",{"path":6471,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-commonSimpleTypes.xsd",{"path":6473,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlDataProperties.xsd",{"path":6475,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlSchemaProperties.xsd",{"path":6477,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesCustom.xsd",{"path":6479,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesExtended.xsd",{"path":6481,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesVariantTypes.xsd",{"path":6483,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-math.xsd",{"path":6485,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/shared-relationshipReference.xsd",{"path":6487,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/sml.xsd",{"path":6489,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/vml-main.xsd",{"path":6491,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/vml-officeDrawing.xsd",{"path":6493,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/vml-presentationDrawing.xsd",{"path":6495,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/vml-spreadsheetDrawing.xsd",{"path":6497,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/vml-wordprocessingDrawing.xsd",{"path":6499,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/wml.xsd",{"path":6501,"priority":639},"scripts/office/schemas/ISO-IEC29500-4_2016/xml.xsd",{"path":6503,"priority":639},"scripts/office/schemas/ecma/fouth-edition/opc-contentTypes.xsd",{"path":6505,"priority":639},"scripts/office/schemas/ecma/fouth-edition/opc-coreProperties.xsd",{"path":6507,"priority":639},"scripts/office/schemas/ecma/fouth-edition/opc-digSig.xsd",{"path":6509,"priority":639},"scripts/office/schemas/ecma/fouth-edition/opc-relationships.xsd",{"path":6511,"priority":639},"scripts/office/schemas/mce/mc.xsd",{"path":6513,"priority":639},"scripts/office/schemas/microsoft/wml-2010.xsd",{"path":6515,"priority":639},"scripts/office/schemas/microsoft/wml-2012.xsd",{"path":6517,"priority":639},"scripts/office/schemas/microsoft/wml-2018.xsd",{"path":6519,"priority":639},"scripts/office/schemas/microsoft/wml-cex-2018.xsd",{"path":6521,"priority":639},"scripts/office/schemas/microsoft/wml-cid-2016.xsd",{"path":6523,"priority":639},"scripts/office/schemas/microsoft/wml-sdtdatahash-2020.xsd",{"path":6525,"priority":639},"scripts/office/schemas/microsoft/wml-symex-2015.xsd",{"path":6527,"priority":639},"scripts/office/soffice.py",{"path":6529,"priority":639},"scripts/office/unpack.py",{"path":6531,"priority":639},"scripts/office/validate.py",{"path":6533,"priority":639},"scripts/office/validators/__init__.py",{"path":6535,"priority":639},"scripts/office/validators/base.py",{"path":6537,"priority":639},"scripts/office/validators/docx.py",{"path":6539,"priority":639},"scripts/office/validators/pptx.py",{"path":6541,"priority":639},"scripts/office/validators/redlining.py",{"path":6543,"priority":639},"scripts/templates/comments.xml",{"path":6545,"priority":639},"scripts/templates/commentsExtended.xml",{"path":6547,"priority":639},"scripts/templates/commentsExtensible.xml",{"path":6549,"priority":639},"scripts/templates/commentsIds.xml",{"path":6551,"priority":639},"scripts/templates/people.xml",{"path":6553,"priority":639},"scripts/utilities.py",{"basePath":6555,"description":6556,"displayName":6557,"installMethods":6558,"rationale":6559,"selectedPaths":6560,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/json-canvas","Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.","json-canvas",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/json-canvas/SKILL.md",[6561],{"path":285,"priority":273},{"basePath":6563,"description":6564,"displayName":6565,"installMethods":6566,"rationale":6567,"selectedPaths":6568,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/obsidian-bases","Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.","obsidian-bases",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/obsidian-bases/SKILL.md",[6569],{"path":285,"priority":273},{"basePath":6571,"description":6572,"displayName":6573,"installMethods":6574,"rationale":6575,"selectedPaths":6576,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/obsidian-markdown","Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.","obsidian-markdown",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/obsidian-markdown/SKILL.md",[6577],{"path":285,"priority":273},{"basePath":6579,"description":6580,"displayName":6581,"installMethods":6582,"rationale":6583,"selectedPaths":6584,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/pdf","Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.","pdf",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/pdf/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/scientific/document-skills/pdf, cli-tool/components/skills/document-processing/pdf-official, cli-tool/components/skills/document-processing/pdf-anthropic, cli-tool/components/skills/document-processing/pdf-processing)",[6585,6586,6587,6589,6591,6593,6595,6597,6599,6601,6603,6605,6607],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6588,"priority":376},"forms.md",{"path":6590,"priority":376},"reference.md",{"path":6592,"priority":639},"scripts/check_bounding_boxes.py",{"path":6594,"priority":639},"scripts/check_bounding_boxes_test.py",{"path":6596,"priority":639},"scripts/check_fillable_fields.py",{"path":6598,"priority":639},"scripts/convert_pdf_to_images.py",{"path":6600,"priority":639},"scripts/create_validation_image.py",{"path":6602,"priority":639},"scripts/extract_form_field_info.py",{"path":6604,"priority":639},"scripts/extract_form_structure.py",{"path":6606,"priority":639},"scripts/fill_fillable_fields.py",{"path":6608,"priority":639},"scripts/fill_pdf_form_with_annotations.py",{"basePath":6610,"description":6611,"displayName":6612,"installMethods":6613,"rationale":6614,"selectedPaths":6615,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/pdf-processing-pro","Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.","pdf-processing-pro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/pdf-processing-pro/SKILL.md",[6616,6617,6619,6621,6623],{"path":285,"priority":273},{"path":6618,"priority":376},"FORMS.md",{"path":6620,"priority":376},"OCR.md",{"path":6622,"priority":376},"TABLES.md",{"path":6624,"priority":639},"scripts/analyze_form.py",{"basePath":6626,"description":6627,"displayName":6628,"installMethods":6629,"rationale":6630,"selectedPaths":6631,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/pptx","Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.","pptx",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/pptx/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/scientific/document-skills/pptx, cli-tool/components/skills/document-processing/pptx-official)",[6632,6633,6634,6636,6638,6639,6641,6642,6644,6646,6648,6650,6651,6652,6653,6654,6655,6656,6657,6658,6659,6660,6661,6662,6663,6664,6665,6666,6667,6668,6669,6670,6671,6672,6673,6674,6675,6676,6677,6678,6679,6680,6681,6682,6683,6684,6685,6686,6687,6688,6689,6690,6691,6692,6693,6694,6695,6696,6697,6698,6699,6700,6701,6703,6705],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6635,"priority":376},"editing.md",{"path":6637,"priority":376},"html2pptx.md",{"path":6432,"priority":376},{"path":6640,"priority":376},"pptxgenjs.md",{"path":6058,"priority":639},{"path":6643,"priority":639},"scripts/add_slide.py",{"path":6645,"priority":639},"scripts/clean.py",{"path":6647,"priority":639},"scripts/html2pptx.js",{"path":6649,"priority":639},"scripts/inventory.py",{"path":6441,"priority":639},{"path":6443,"priority":639},{"path":6445,"priority":639},{"path":6447,"priority":639},{"path":6449,"priority":639},{"path":6451,"priority":639},{"path":6453,"priority":639},{"path":6455,"priority":639},{"path":6457,"priority":639},{"path":6459,"priority":639},{"path":6461,"priority":639},{"path":6463,"priority":639},{"path":6465,"priority":639},{"path":6467,"priority":639},{"path":6469,"priority":639},{"path":6471,"priority":639},{"path":6473,"priority":639},{"path":6475,"priority":639},{"path":6477,"priority":639},{"path":6479,"priority":639},{"path":6481,"priority":639},{"path":6483,"priority":639},{"path":6485,"priority":639},{"path":6487,"priority":639},{"path":6489,"priority":639},{"path":6491,"priority":639},{"path":6493,"priority":639},{"path":6495,"priority":639},{"path":6497,"priority":639},{"path":6499,"priority":639},{"path":6501,"priority":639},{"path":6503,"priority":639},{"path":6505,"priority":639},{"path":6507,"priority":639},{"path":6509,"priority":639},{"path":6511,"priority":639},{"path":6513,"priority":639},{"path":6515,"priority":639},{"path":6517,"priority":639},{"path":6519,"priority":639},{"path":6521,"priority":639},{"path":6523,"priority":639},{"path":6525,"priority":639},{"path":6527,"priority":639},{"path":6529,"priority":639},{"path":6531,"priority":639},{"path":6533,"priority":639},{"path":6535,"priority":639},{"path":6537,"priority":639},{"path":6539,"priority":639},{"path":6541,"priority":639},{"path":6702,"priority":639},"scripts/rearrange.py",{"path":6704,"priority":639},"scripts/replace.py",{"path":6706,"priority":639},"scripts/thumbnail.py",{"basePath":6708,"description":6709,"displayName":6710,"installMethods":6711,"rationale":6712,"selectedPaths":6713,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/spreadsheet","Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified.","spreadsheet",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/spreadsheet/SKILL.md",[6714,6715,6716,6718,6720,6722,6724,6726],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6717,"priority":639},"assets/spreadsheet-small.svg",{"path":6719,"priority":639},"assets/spreadsheet.png",{"path":6721,"priority":376},"references/examples/openpyxl/create_basic_spreadsheet.py",{"path":6723,"priority":376},"references/examples/openpyxl/create_spreadsheet_with_styling.py",{"path":6725,"priority":376},"references/examples/openpyxl/read_existing_spreadsheet.py",{"path":6727,"priority":376},"references/examples/openpyxl/styling_spreadsheet.py",{"basePath":6729,"description":6730,"displayName":6731,"installMethods":6732,"rationale":6733,"selectedPaths":6734,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/document-processing/xlsx","Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.","xlsx",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/document-processing/xlsx/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/scientific/document-skills/xlsx, cli-tool/components/skills/document-processing/xlsx-official)",[6735,6736,6737,6738,6739,6740,6741,6742,6743,6744,6745,6746,6747,6748,6749,6750,6751,6752,6753,6754,6755,6756,6757,6758,6759,6760,6761,6762,6763,6764,6765,6766,6767,6768,6769,6770,6771,6772,6773,6774,6775,6776,6777,6778,6779,6780,6781,6782,6783,6784,6785,6786,6787,6788],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6441,"priority":639},{"path":6443,"priority":639},{"path":6445,"priority":639},{"path":6447,"priority":639},{"path":6449,"priority":639},{"path":6451,"priority":639},{"path":6453,"priority":639},{"path":6455,"priority":639},{"path":6457,"priority":639},{"path":6459,"priority":639},{"path":6461,"priority":639},{"path":6463,"priority":639},{"path":6465,"priority":639},{"path":6467,"priority":639},{"path":6469,"priority":639},{"path":6471,"priority":639},{"path":6473,"priority":639},{"path":6475,"priority":639},{"path":6477,"priority":639},{"path":6479,"priority":639},{"path":6481,"priority":639},{"path":6483,"priority":639},{"path":6485,"priority":639},{"path":6487,"priority":639},{"path":6489,"priority":639},{"path":6491,"priority":639},{"path":6493,"priority":639},{"path":6495,"priority":639},{"path":6497,"priority":639},{"path":6499,"priority":639},{"path":6501,"priority":639},{"path":6503,"priority":639},{"path":6505,"priority":639},{"path":6507,"priority":639},{"path":6509,"priority":639},{"path":6511,"priority":639},{"path":6513,"priority":639},{"path":6515,"priority":639},{"path":6517,"priority":639},{"path":6519,"priority":639},{"path":6521,"priority":639},{"path":6523,"priority":639},{"path":6525,"priority":639},{"path":6527,"priority":639},{"path":6529,"priority":639},{"path":6531,"priority":639},{"path":6533,"priority":639},{"path":6535,"priority":639},{"path":6537,"priority":639},{"path":6539,"priority":639},{"path":6541,"priority":639},{"path":6789,"priority":639},"scripts/recalc.py",{"basePath":6791,"description":6792,"displayName":6793,"installMethods":6794,"rationale":6795,"selectedPaths":6796,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/backend-to-frontend-handoff-docs","Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API documentation'.","backend-to-frontend-handoff-docs",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/backend-to-frontend-handoff-docs/SKILL.md",[6797,6798],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":6800,"description":6801,"displayName":6802,"installMethods":6803,"rationale":6804,"selectedPaths":6805,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/capa-officer","Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cause analysis, effectiveness verification, and continuous improvement coordination. Use for CAPA investigations, corrective action planning, preventive action implementation, and CAPA system optimization.","capa-officer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/capa-officer/SKILL.md",[6806,6807,6809,6811],{"path":285,"priority":273},{"path":6808,"priority":639},"assets/example_asset.txt",{"path":6810,"priority":376},"references/api_reference.md",{"path":6812,"priority":639},"scripts/example.py",{"basePath":6814,"description":6815,"displayName":6816,"installMethods":6817,"rationale":6818,"selectedPaths":6819,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/daily-meeting-update","Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'prepare for meeting', 'morning update', or 'team sync'. Pulls activity from GitHub, Jira, and Claude Code session history. Conducts 4-question interview (yesterday, today, blockers, discussion topics) and generates formatted Markdown update.","daily-meeting-update",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/daily-meeting-update/SKILL.md",[6820,6821,6822],{"path":285,"priority":273},{"path":547,"priority":548},{"path":6823,"priority":639},"scripts/claude_digest.py",{"basePath":6825,"description":6826,"displayName":6827,"installMethods":6828,"rationale":6829,"selectedPaths":6830,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/data-privacy-compliance","Data privacy and regulatory compliance specialist for GDPR, CCPA, HIPAA, and international data protection laws. Use when implementing privacy controls, conducting data protection impact assessments, ensuring regulatory compliance, or managing data subject rights. Expert in consent management, data minimization, and privacy-by-design principles.","data-privacy-compliance",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/data-privacy-compliance/SKILL.md",[6831],{"path":285,"priority":273},{"basePath":6833,"description":6834,"displayName":6835,"installMethods":6836,"rationale":6837,"selectedPaths":6838,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/difficult-workplace-conversations","Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions.","difficult-workplace-conversations",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/difficult-workplace-conversations/SKILL.md",[6839,6840,6841,6843,6845,6847],{"path":285,"priority":273},{"path":547,"priority":548},{"path":6842,"priority":376},"references/conversation-framework.md",{"path":6844,"priority":376},"references/delivery-scripts.md",{"path":6846,"priority":376},"references/emotional-regulation.md",{"path":6848,"priority":376},"references/preparation-template.md",{"basePath":6850,"description":6851,"displayName":6852,"installMethods":6853,"rationale":6854,"selectedPaths":6855,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/discord-bot-architect","Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.","discord-bot-architect",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/discord-bot-architect/SKILL.md",[6856],{"path":285,"priority":273},{"basePath":6858,"description":6859,"displayName":6860,"installMethods":6861,"rationale":6862,"selectedPaths":6863,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/email-composer","Draft professional emails for various contexts including business, technical, and customer communication. Use when the user needs help writing emails or composing professional messages.","email-composer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/email-composer/SKILL.md",[6864],{"path":285,"priority":273},{"basePath":6866,"description":6867,"displayName":6868,"installMethods":6869,"rationale":6870,"selectedPaths":6871,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/excel-analysis","Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.","excel-analysis",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/excel-analysis/SKILL.md",[6872],{"path":285,"priority":273},{"basePath":6874,"description":6875,"displayName":6876,"installMethods":6877,"rationale":6878,"selectedPaths":6879,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/fda-consultant-specialist","Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QSR compliance, cybersecurity guidance, and regulatory submission support. Use for FDA submission planning, QSR compliance assessments, HIPAA evaluations, and FDA regulatory strategy development.","fda-consultant-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/fda-consultant-specialist/SKILL.md",[6880,6881,6882,6883],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":6885,"description":6886,"displayName":6887,"installMethods":6888,"rationale":6889,"selectedPaths":6890,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/feedback-mastery","Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.","feedback-mastery",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/feedback-mastery/SKILL.md",[6891,6892,6893,6895,6897],{"path":285,"priority":273},{"path":547,"priority":548},{"path":6894,"priority":376},"references/difficult-conversation-scripts.md",{"path":6896,"priority":376},"references/expectation-alignment.md",{"path":6898,"priority":376},"references/feedback-sbi-model.md",{"basePath":6900,"description":6901,"displayName":6902,"installMethods":6903,"rationale":6904,"selectedPaths":6905,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/frontend-to-backend-requirements","Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements', 'what data do I need', 'API requirements', or is describing data needs for a UI.","frontend-to-backend-requirements",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/frontend-to-backend-requirements/SKILL.md",[6906,6907],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":6909,"description":6910,"displayName":6911,"installMethods":6912,"rationale":6913,"selectedPaths":6914,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/gdpr-dsgvo-expert","Senior GDPR/DSGVO expert and internal/external auditor for data protection compliance. Provides EU GDPR and German DSGVO expertise, privacy impact assessments, data protection auditing, and compliance verification. Use for GDPR compliance assessments, privacy audits, data protection planning, and regulatory compliance verification.","gdpr-dsgvo-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/gdpr-dsgvo-expert/SKILL.md",[6915,6916,6917,6918],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":6920,"description":6921,"displayName":6922,"installMethods":6923,"rationale":6924,"selectedPaths":6925,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/information-security-manager-iso27001","Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech companies. Provides ISMS implementation, cybersecurity risk assessment, security controls management, and compliance oversight. Use for ISMS design, security risk assessments, control implementation, and ISO 27001 certification activities.","information-security-manager-iso27001",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/information-security-manager-iso27001/SKILL.md",[6926,6927,6928,6929],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":6931,"description":6932,"displayName":6933,"installMethods":6934,"rationale":6935,"selectedPaths":6936,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/internal-comms","A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).","internal-comms",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/internal-comms/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/enterprise-communication/internal-comms-anthropic, cli-tool/components/skills/enterprise-communication/internal-comms-community)",[6937,6938,6939,6941,6943,6945],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":6940,"priority":639},"examples/3p-updates.md",{"path":6942,"priority":639},"examples/company-newsletter.md",{"path":6944,"priority":639},"examples/faq-answers.md",{"path":6946,"priority":639},"examples/general-comms.md",{"basePath":6948,"description":6949,"displayName":6950,"installMethods":6951,"rationale":6952,"selectedPaths":6953,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/isms-audit-expert","Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise, security audit program management, security control assessment, and compliance verification. Use for ISMS internal auditing, external audit preparation, security control testing, and ISO 27001 certification support.","isms-audit-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/isms-audit-expert/SKILL.md",[6954,6955,6956,6957],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":6959,"description":6960,"displayName":6961,"installMethods":6962,"rationale":6963,"selectedPaths":6964,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/mdr-745-specialist","EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. Use for MDR compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation.","mdr-745-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/mdr-745-specialist/SKILL.md",[6965,6966,6967,6968],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":6970,"description":6971,"displayName":6972,"installMethods":6973,"rationale":6974,"selectedPaths":6975,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/professional-communication","Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional messages, preparing meeting communications, or improving written communication.","professional-communication",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/professional-communication/SKILL.md",[6976,6977,6978,6980,6982,6984],{"path":285,"priority":273},{"path":547,"priority":548},{"path":6979,"priority":376},"references/email-templates.md",{"path":6981,"priority":376},"references/jargon-simplification.md",{"path":6983,"priority":376},"references/meeting-structures.md",{"path":6985,"priority":376},"references/remote-async-communication.md",{"basePath":6987,"description":6988,"displayName":6989,"installMethods":6990,"rationale":6991,"selectedPaths":6992,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/qms-audit-expert","Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.","qms-audit-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/qms-audit-expert/SKILL.md",[6993,6994,6995,6996],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":6998,"description":6999,"displayName":7000,"installMethods":7001,"rationale":7002,"selectedPaths":7003,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/quality-documentation-manager","Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management, and regulatory documentation oversight. Use for document control system implementation, regulatory document review, change management, and documentation compliance verification.","quality-documentation-manager",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/quality-documentation-manager/SKILL.md",[7004,7005,7006,7007],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":7009,"description":7010,"displayName":7011,"installMethods":7012,"rationale":7013,"selectedPaths":7014,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/quality-manager-qmr","Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning.","quality-manager-qmr",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/quality-manager-qmr/SKILL.md",[7015,7016,7017,7018],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":7020,"description":7021,"displayName":7022,"installMethods":7023,"rationale":7024,"selectedPaths":7025,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/quality-manager-qms-iso13485","ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.","quality-manager-qms-iso13485",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/quality-manager-qms-iso13485/SKILL.md",[7026,7027,7028,7029],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":7031,"description":7032,"displayName":7033,"installMethods":7034,"rationale":7035,"selectedPaths":7036,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/regulatory-affairs-head","Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.","regulatory-affairs-head",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/regulatory-affairs-head/SKILL.md",[7037,7038,7039,7041,7043],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":7040,"priority":376},"references/eu-mdr-submission-guide.md",{"path":7042,"priority":376},"references/fda-submission-guide.md",{"path":7044,"priority":639},"scripts/regulatory_tracker.py",{"basePath":7046,"description":7047,"displayName":7048,"installMethods":7049,"rationale":7050,"selectedPaths":7051,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/risk-management-specialist","Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.","risk-management-specialist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/risk-management-specialist/SKILL.md",[7052,7053,7054,7055],{"path":285,"priority":273},{"path":6808,"priority":639},{"path":6810,"priority":376},{"path":6812,"priority":639},{"basePath":7057,"description":7058,"displayName":7059,"installMethods":7060,"rationale":7061,"selectedPaths":7062,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/session-handoff","Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'I need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. Proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). Solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity.","session-handoff",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/session-handoff/SKILL.md",[7063,7064,7065,7067,7069,7071,7073,7075],{"path":285,"priority":273},{"path":547,"priority":548},{"path":7066,"priority":376},"references/handoff-template.md",{"path":7068,"priority":376},"references/resume-checklist.md",{"path":7070,"priority":639},"scripts/check_staleness.py",{"path":7072,"priority":639},"scripts/create_handoff.py",{"path":7074,"priority":639},"scripts/list_handoffs.py",{"path":7076,"priority":639},"scripts/validate_handoff.py",{"basePath":7078,"description":7079,"displayName":7080,"installMethods":7081,"rationale":7082,"selectedPaths":7083,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/slack-bot-builder","Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and Workflow Builder integration. Focus on best practices for production-ready Slack apps. Use when: slack bot, slack app, bolt framework, block kit, slash command.","slack-bot-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/slack-bot-builder/SKILL.md",[7084],{"path":285,"priority":273},{"basePath":7086,"description":7087,"displayName":7088,"installMethods":7089,"rationale":7090,"selectedPaths":7091,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/telegram-mini-app","Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and building viral mini apps that monetize. Use when: telegram mini app, TWA, telegram web app, TON app, mini app.","telegram-mini-app",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/telegram-mini-app/SKILL.md",[7092],{"path":285,"priority":273},{"basePath":7094,"description":7095,"displayName":7096,"installMethods":7097,"rationale":7098,"selectedPaths":7099,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/twilio-communications","Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems and multi-channel authentication. Critical focus on compliance, rate limits, and error handling. Use when: twilio, send SMS, text message, voice call, phone verification.","twilio-communications",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/twilio-communications/SKILL.md",[7100],{"path":285,"priority":273},{"basePath":7102,"description":7103,"displayName":7104,"installMethods":7105,"rationale":7106,"selectedPaths":7107,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/enterprise-communication/writing-clearly-and-concisely","Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing.","writing-clearly-and-concisely",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/enterprise-communication/writing-clearly-and-concisely/SKILL.md",[7108,7109,7110],{"path":285,"priority":273},{"path":547,"priority":548},{"path":7111,"priority":376},"signs-of-ai-writing.md",{"basePath":7113,"description":7114,"displayName":7115,"installMethods":7116,"rationale":7117,"selectedPaths":7118,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/git/commit-smart","Analyze staged/unstaged changes and create semantic conventional commits with context about WHY, not just WHAT. Auto-detects commit type and scope from the diff. Supports optional type/scope arguments. Usage - /commit-smart, /commit-smart fix, /commit-smart refactor api","commit-smart",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/git/commit-smart/SKILL.md",[7119],{"path":285,"priority":273},{"basePath":7121,"description":7122,"displayName":7123,"installMethods":7124,"rationale":7125,"selectedPaths":7126,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/git/git-context-controller","Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for alternative approaches, and cross-session context recovery. Triggers on /gcc commands or natural language like 'commit this progress', 'branch to try an alternative', 'merge results', 'recover context'.","gcc",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/git/git-context-controller/SKILL.md",[7127,7128,7130],{"path":285,"priority":273},{"path":7129,"priority":376},"references/file_formats.md",{"path":7131,"priority":639},"scripts/gcc_init.sh",{"basePath":7133,"description":7134,"displayName":7135,"installMethods":7136,"rationale":7137,"selectedPaths":7138,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/gmod-addon-maker","A tool for creating and managing Garry's Mod addons, including Lua scripting, content creation, and addon packaging.\nUse when: developing new addons, writing Lua scripts for GMod, organizing addon files, or when user mentions Garry's Mod, GMod, Lua scripting, or addon development.\n","gmod-addon-maker",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/gmod-addon-maker/SKILL.md",[7139,7140,7142,7144],{"path":285,"priority":273},{"path":7141,"priority":376},"references/addon-structure.md",{"path":7143,"priority":376},"references/common-error.md",{"path":7145,"priority":376},"references/state-exp.md",{"basePath":7147,"description":7148,"displayName":7149,"installMethods":7150,"rationale":7151,"selectedPaths":7152,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/media/image-enhancer","Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.","image-enhancer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/media/image-enhancer/SKILL.md",[7153],{"path":285,"priority":273},{"basePath":7155,"description":7156,"displayName":7157,"installMethods":7158,"rationale":7159,"selectedPaths":7160,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/media/screenshot","Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.","screenshot",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/media/screenshot/SKILL.md",[7161,7162,7163,7165,7167,7169,7171,7173,7175,7177],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":7164,"priority":639},"assets/screenshot-small.svg",{"path":7166,"priority":639},"assets/screenshot.png",{"path":7168,"priority":639},"scripts/ensure_macos_permissions.sh",{"path":7170,"priority":639},"scripts/macos_display_info.swift",{"path":7172,"priority":639},"scripts/macos_permissions.swift",{"path":7174,"priority":639},"scripts/macos_window_info.swift",{"path":7176,"priority":639},"scripts/take_screenshot.ps1",{"path":7178,"priority":639},"scripts/take_screenshot.py",{"basePath":7180,"description":7181,"displayName":7182,"installMethods":7183,"rationale":7184,"selectedPaths":7185,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/media/speech","Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.","speech",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/media/speech/SKILL.md",[7186,7187,7188,7190,7192,7194,7196,7197,7198,7200,7202,7203,7204,7206,7208],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":7189,"priority":639},"assets/speech-small.svg",{"path":7191,"priority":639},"assets/speech.png",{"path":7193,"priority":376},"references/accessibility.md",{"path":7195,"priority":376},"references/audio-api.md",{"path":2774,"priority":376},{"path":2776,"priority":376},{"path":7199,"priority":376},"references/ivr.md",{"path":7201,"priority":376},"references/narration.md",{"path":2780,"priority":376},{"path":2782,"priority":376},{"path":7205,"priority":376},"references/voice-directions.md",{"path":7207,"priority":376},"references/voiceover.md",{"path":7209,"priority":639},"scripts/text_to_speech.py",{"basePath":7211,"description":7212,"displayName":7213,"installMethods":7214,"rationale":7215,"selectedPaths":7216,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/media/transcribe","Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.","transcribe",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/media/transcribe/SKILL.md",[7217,7218,7219,7221,7223,7224],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":7220,"priority":639},"assets/transcribe-small.svg",{"path":7222,"priority":639},"assets/transcribe.png",{"path":778,"priority":376},{"path":7225,"priority":639},"scripts/transcribe_diarize.py",{"basePath":7227,"description":7228,"displayName":7229,"installMethods":7230,"rationale":7231,"selectedPaths":7232,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/media/video-downloader","Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options.","video-downloader",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/media/video-downloader/SKILL.md",[7233],{"path":285,"priority":273},{"basePath":7235,"description":7236,"displayName":7237,"installMethods":7238,"rationale":7239,"selectedPaths":7240,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/pocketbase/pb-api-rules","API rules and filter expressions for PocketBase access control. Use when setting permissions, writing filter expressions, configuring who can access what, or debugging 403/404 responses. Covers all 5 rule types, filter syntax, operators, request/collection macros, and field modifiers.","pb-api-rules",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/pocketbase/pb-api-rules/SKILL.md",[7241],{"path":285,"priority":273},{"basePath":7243,"description":7244,"displayName":7245,"installMethods":7246,"rationale":7247,"selectedPaths":7248,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/pocketbase/pb-collections","Collection and schema design for PocketBase. Use when creating collections, designing schemas, adding fields, setting up relations, or choosing between base/auth/view collection types. Prevents wrong field types, documents zero-default behavior, and covers relation cascading.","pb-collections",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/pocketbase/pb-collections/SKILL.md",[7249],{"path":285,"priority":273},{"basePath":7251,"description":7252,"displayName":7253,"installMethods":7254,"rationale":7255,"selectedPaths":7256,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/pocketbase/pb-deploy","Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy (nginx/Caddy), TLS, SMTP, backups, S3 storage, rate limiting, or hardening for production. Provides ready-to-use configs.","pb-deploy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/pocketbase/pb-deploy/SKILL.md",[7257],{"path":285,"priority":273},{"basePath":7259,"description":7260,"displayName":7261,"installMethods":7262,"rationale":7263,"selectedPaths":7264,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/pocketbase/pb-hooks","Server-side JavaScript hooks for PocketBase (pb_hooks). Use when writing custom routes, event hooks, cron jobs, sending emails, making HTTP requests, querying the database, or extending PocketBase with server-side logic. Covers the goja ES5 runtime, routing, middleware, all event hooks, DB queries, record operations, and global APIs.","pb-hooks",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/pocketbase/pb-hooks/SKILL.md",[7265],{"path":285,"priority":273},{"basePath":7267,"description":7268,"displayName":7269,"installMethods":7270,"rationale":7271,"selectedPaths":7272,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/pocketbase/pb-migrations","Schema migrations and versioning for PocketBase. Use when creating migrations, managing schema versions, syncing collections between environments, using automigrate, or creating collections programmatically. Covers migrate commands, migration file format, snapshot imports, and the _migrations tracking table.","pb-migrations",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/pocketbase/pb-migrations/SKILL.md",[7273],{"path":285,"priority":273},{"basePath":7275,"description":7276,"displayName":7277,"installMethods":7278,"rationale":7279,"selectedPaths":7280,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/pocketbase/pb-sdk","JavaScript SDK usage for PocketBase client applications. Use when calling PocketBase from frontend or Node.js, authenticating users, subscribing to realtime events, uploading files, or working with the PocketBase JS/TS SDK. Covers CRUD, auth flows, authStore, realtime SSE, file handling, batch operations, and query syntax.","pb-sdk",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/pocketbase/pb-sdk/SKILL.md",[7281],{"path":285,"priority":273},{"basePath":7283,"description":7284,"displayName":7285,"installMethods":7286,"rationale":7287,"selectedPaths":7288,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/address-github-comments","Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.","address-github-comments",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/address-github-comments/SKILL.md",[7289],{"path":285,"priority":273},{"basePath":7291,"description":7292,"displayName":7293,"installMethods":7294,"rationale":7295,"selectedPaths":7296,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/claude-code-sessions","Search, analyze, and manage Claude Code session history. Use when the user wants to find past sessions, check token usage, review tool breakdowns, resume previous work, or manage tasks across sessions. Provides 11 skills and a web dashboard.","claude-code-sessions",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/claude-code-sessions/SKILL.md",[7297],{"path":285,"priority":273},{"basePath":7299,"description":7300,"displayName":7301,"installMethods":7302,"rationale":7303,"selectedPaths":7304,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/code-review-excellence","Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.","code-review-excellence",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/code-review-excellence/SKILL.md",[7305],{"path":285,"priority":273},{"basePath":7307,"description":7308,"displayName":7309,"installMethods":7310,"rationale":7311,"selectedPaths":7312,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/code-simplifier","Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to \"simplify code\", \"clean up code\", \"refactor for clarity\", \"improve readability\", or review recently modified code for elegance. Focuses on project-specific best practices.","code-simplifier",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/code-simplifier/SKILL.md",[7313],{"path":285,"priority":273},{"basePath":7315,"description":7316,"displayName":7317,"installMethods":7318,"rationale":7319,"selectedPaths":7320,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/commit-work","Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits). Use when the user asks to commit, craft a commit message, stage changes, or split work into multiple commits.","commit-work",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/commit-work/SKILL.md",[7321,7322],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7324,"description":7325,"displayName":7326,"installMethods":7327,"rationale":7328,"selectedPaths":7329,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/concise-planning","Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.","concise-planning",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/concise-planning/SKILL.md",[7330],{"path":285,"priority":273},{"basePath":7332,"description":7333,"displayName":7334,"installMethods":7335,"rationale":7336,"selectedPaths":7337,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/crafting-effective-readmes","Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type.","crafting-effective-readmes",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/crafting-effective-readmes/SKILL.md",[7338,7339,7340,7342,7344,7346,7348,7350,7352,7354,7356,7358,7360,7362],{"path":285,"priority":273},{"path":547,"priority":548},{"path":7341,"priority":376},"references/art-of-readme.md",{"path":7343,"priority":376},"references/make-a-readme.md",{"path":7345,"priority":376},"references/standard-readme-example-maximal.md",{"path":7347,"priority":376},"references/standard-readme-example-minimal.md",{"path":7349,"priority":376},"references/standard-readme-spec.md",{"path":7351,"priority":376},"section-checklist.md",{"path":7353,"priority":376},"style-guide.md",{"path":7355,"priority":639},"templates/internal.md",{"path":7357,"priority":639},"templates/oss.md",{"path":7359,"priority":639},"templates/personal.md",{"path":7361,"priority":639},"templates/xdg-config.md",{"path":7363,"priority":376},"using-references.md",{"basePath":7365,"description":7366,"displayName":7367,"installMethods":7368,"rationale":7369,"selectedPaths":7370,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/deadline-prep","Generate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to produce presentation-ready talking points for end-of-day demos, standups, or delivery deadlines.","deadline-prep",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/deadline-prep/SKILL.md",[7371],{"path":285,"priority":273},{"basePath":7373,"description":7374,"displayName":7375,"installMethods":7376,"rationale":7377,"selectedPaths":7378,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/debugger","Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.\n","debugger",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/debugger/SKILL.md",[7379],{"path":285,"priority":273},{"basePath":7381,"description":7382,"displayName":7383,"installMethods":7384,"rationale":7385,"selectedPaths":7386,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/debugging-strategies","Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.","debugging-strategies",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/debugging-strategies/SKILL.md",[7387],{"path":285,"priority":273},{"basePath":7389,"description":7390,"displayName":7391,"installMethods":7392,"rationale":7393,"selectedPaths":7394,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/doc-coauthoring","Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.","doc-coauthoring",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/doc-coauthoring/SKILL.md",[7395],{"path":285,"priority":273},{"basePath":7397,"description":7398,"displayName":7399,"installMethods":7400,"rationale":7401,"selectedPaths":7402,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/file-organizer","Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downloads, remove duplicates, or restructure projects.","file-organizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/file-organizer/SKILL.md",[7403],{"path":285,"priority":273},{"basePath":7405,"description":7406,"displayName":7407,"installMethods":7408,"rationale":7409,"selectedPaths":7410,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/game-changing-features","Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.","game-changing-features",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/game-changing-features/SKILL.md",[7411,7412],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7414,"description":7415,"displayName":7416,"installMethods":7417,"rationale":7418,"selectedPaths":7419,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/humanizer","Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive \"Signs of AI writing\" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, negative\nparallelisms, and excessive conjunctive phrases.\n\nCredits: Original skill by @blader - https://github.com/blader/humanizer\n","humanizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/humanizer/SKILL.md",[7420,7421],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7423,"description":7424,"displayName":7425,"installMethods":7426,"rationale":7427,"selectedPaths":7428,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/invoice-organizer","Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.","invoice-organizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/invoice-organizer/SKILL.md",[7429],{"path":285,"priority":273},{"basePath":7431,"description":7432,"displayName":7433,"installMethods":7434,"rationale":7435,"selectedPaths":7436,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/kaizen","Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.","kaizen",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/kaizen/SKILL.md",[7437],{"path":285,"priority":273},{"basePath":7439,"description":7440,"displayName":7441,"installMethods":7442,"rationale":7443,"selectedPaths":7444,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/linear","Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.","linear",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/linear/SKILL.md",[7445],{"path":285,"priority":273},{"basePath":7447,"description":7448,"displayName":7449,"installMethods":7450,"rationale":7451,"selectedPaths":7452,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/meeting-insights-analyzer","Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.","meeting-insights-analyzer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/meeting-insights-analyzer/SKILL.md",[7453],{"path":285,"priority":273},{"basePath":7455,"description":7456,"displayName":7457,"installMethods":7458,"rationale":7459,"selectedPaths":7460,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/naming-analyzer","Suggest better variable, function, and class names based on context and conventions.","naming-analyzer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/naming-analyzer/SKILL.md",[7461,7462],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7464,"description":7465,"displayName":7466,"installMethods":7467,"rationale":7468,"selectedPaths":7469,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/notebooklm","Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.","notebooklm",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/notebooklm/SKILL.md",[7470,7471,7472,7473,7475,7476,7477,7478,7480,7481,7483,7485,7487,7489,7491,7493,7495,7497],{"path":285,"priority":273},{"path":547,"priority":548},{"path":1027,"priority":548},{"path":7474,"priority":376},"AUTHENTICATION.md",{"path":1031,"priority":376},{"path":6810,"priority":376},{"path":378,"priority":376},{"path":7479,"priority":376},"references/usage_patterns.md",{"path":6058,"priority":639},{"path":7482,"priority":639},"scripts/ask_question.py",{"path":7484,"priority":639},"scripts/auth_manager.py",{"path":7486,"priority":639},"scripts/browser_session.py",{"path":7488,"priority":639},"scripts/browser_utils.py",{"path":7490,"priority":639},"scripts/cleanup_manager.py",{"path":7492,"priority":639},"scripts/config.py",{"path":7494,"priority":639},"scripts/notebook_manager.py",{"path":7496,"priority":639},"scripts/run.py",{"path":7498,"priority":639},"scripts/setup_environment.py",{"basePath":7500,"description":7501,"displayName":7502,"installMethods":7503,"rationale":7504,"selectedPaths":7505,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/notion-knowledge-capture","Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.","notion-knowledge-capture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/notion-knowledge-capture/SKILL.md",[7506],{"path":285,"priority":273},{"basePath":7508,"description":7509,"displayName":7510,"installMethods":7511,"rationale":7512,"selectedPaths":7513,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/notion-meeting-intelligence","Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.","notion-meeting-intelligence",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/notion-meeting-intelligence/SKILL.md",[7514],{"path":285,"priority":273},{"basePath":7516,"description":7517,"displayName":7518,"installMethods":7519,"rationale":7520,"selectedPaths":7521,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/notion-research-documentation","Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.","notion-research-documentation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/notion-research-documentation/SKILL.md",[7522],{"path":285,"priority":273},{"basePath":7524,"description":7525,"displayName":7526,"installMethods":7527,"rationale":7528,"selectedPaths":7529,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/notion-spec-to-implementation","Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.","notion-spec-to-implementation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/notion-spec-to-implementation/SKILL.md",[7530],{"path":285,"priority":273},{"basePath":7532,"description":7533,"displayName":7534,"installMethods":7535,"rationale":7536,"selectedPaths":7537,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/notion-template-business","Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, marketing, and scaling to real revenue. Use when: notion template, sell templates, digital product, notion business, gumroad.","notion-template-business",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/notion-template-business/SKILL.md",[7538],{"path":285,"priority":273},{"basePath":7540,"description":7541,"displayName":7542,"installMethods":7543,"rationale":7544,"selectedPaths":7545,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/nowait","Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoning, Qwen3, Kimi-VL, QvQ), reducing chain-of-thought token usage by 27-51% while preserving accuracy. Triggers on \"optimize reasoning\", \"reduce thinking tokens\", \"efficient inference\", \"suppress reflection tokens\", or when working with verbose CoT outputs.","nowait-reasoning-optimizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/nowait/SKILL.md",[7546,7547],{"path":285,"priority":273},{"path":7548,"priority":639},"scripts/nowait_processor.py",{"basePath":7550,"description":7551,"displayName":7552,"installMethods":7553,"rationale":7554,"selectedPaths":7555,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/obsidian-clipper-template-creator","Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.","obsidian-clipper-template-creator",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/obsidian-clipper-template-creator/SKILL.md",[7556,7557,7559,7561,7563,7565,7567,7569],{"path":285,"priority":273},{"path":7558,"priority":639},"assets/clipping-template.json",{"path":7560,"priority":639},"assets/recipe-template.json",{"path":7562,"priority":376},"references/analysis-workflow.md",{"path":7564,"priority":376},"references/bases-workflow.md",{"path":7566,"priority":376},"references/filters.md",{"path":7568,"priority":376},"references/json-schema.md",{"path":7570,"priority":376},"references/variables.md",{"basePath":7572,"description":7573,"displayName":7574,"installMethods":7575,"rationale":7576,"selectedPaths":7577,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/performance-optimizer","Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.","performance-optimizer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/performance-optimizer/SKILL.md",[7578,7579],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7581,"description":7582,"displayName":7583,"installMethods":7584,"rationale":7585,"selectedPaths":7586,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/personal-tool-builder","Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same itch. Covers rapid prototyping, local-first apps, CLI tools, scripts that grow into products, and the art of dogfooding. Use when: build a tool, personal tool, scratch my itch, solve my problem, CLI tool.","personal-tool-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/personal-tool-builder/SKILL.md",[7587],{"path":285,"priority":273},{"basePath":7589,"description":7590,"displayName":7591,"installMethods":7592,"rationale":7593,"selectedPaths":7594,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/plan-writing","Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.","plan-writing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/plan-writing/SKILL.md",[7595],{"path":285,"priority":273},{"basePath":7597,"description":7598,"displayName":7599,"installMethods":7600,"rationale":7601,"selectedPaths":7602,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/planning-with-files","Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.","planning-with-files",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/planning-with-files/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/workflow-automation/planning-with-files)",[7603,7604,7605,7606,7608,7610,7612,7614],{"path":285,"priority":273},{"path":3342,"priority":376},{"path":6590,"priority":376},{"path":7607,"priority":639},"scripts/check-complete.sh",{"path":7609,"priority":639},"scripts/init-session.sh",{"path":7611,"priority":639},"templates/findings.md",{"path":7613,"priority":639},"templates/progress.md",{"path":7615,"priority":639},"templates/task_plan.md",{"basePath":7617,"description":7618,"displayName":7619,"installMethods":7620,"rationale":7621,"selectedPaths":7622,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/raffle-winner-picker","Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.","raffle-winner-picker",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/raffle-winner-picker/SKILL.md",[7623],{"path":285,"priority":273},{"basePath":7625,"description":7626,"displayName":7627,"installMethods":7628,"rationale":7629,"selectedPaths":7630,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/reducing-entropy","Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.","reducing-entropy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/reducing-entropy/SKILL.md",[7631,7632,7633,7635,7637,7639,7641],{"path":285,"priority":273},{"path":547,"priority":548},{"path":7634,"priority":376},"adding-reference-mindsets.md",{"path":7636,"priority":376},"references/data-over-abstractions.md",{"path":7638,"priority":376},"references/design-is-taking-apart.md",{"path":7640,"priority":376},"references/expensive-to-add-later.md",{"path":7642,"priority":376},"references/simplicity-vs-easy.md",{"basePath":7644,"description":7645,"displayName":7646,"installMethods":7647,"rationale":7648,"selectedPaths":7649,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/requirements-clarity","Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core questions - Why? (YAGNI check) and Simpler? (KISS check) - to ensure clarity before coding.","requirements-clarity",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/requirements-clarity/SKILL.md",[7650,7651],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7653,"description":7654,"displayName":7655,"installMethods":7656,"rationale":7657,"selectedPaths":7658,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/ship-learn-next","Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.","ship-learn-next",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/ship-learn-next/SKILL.md",[7659,7660],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7662,"description":7663,"displayName":7664,"installMethods":7665,"rationale":7666,"selectedPaths":7667,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/skill-developer","Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule.","skill-developer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/skill-developer/SKILL.md",[7668,7669,7671,7673,7675,7677,7679],{"path":285,"priority":273},{"path":7670,"priority":376},"ADVANCED.md",{"path":7672,"priority":376},"HOOK_MECHANISMS.md",{"path":7674,"priority":376},"PATTERNS_LIBRARY.md",{"path":7676,"priority":376},"SKILL_RULES_REFERENCE.md",{"path":7678,"priority":376},"TRIGGER_TYPES.md",{"path":6107,"priority":376},{"basePath":7681,"description":7682,"displayName":7683,"installMethods":7684,"rationale":7685,"selectedPaths":7686,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/skill-judge","Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides multi-dimensional scoring and actionable improvement suggestions.","skill-judge",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/skill-judge/SKILL.md",[7687,7688],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":7690,"description":7691,"displayName":7692,"installMethods":7693,"rationale":7694,"selectedPaths":7695,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/think-tank","Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions. Use this skill whenever the user is about to plan a system, make a technology choice, evaluate trade-offs, decide on an approach, or faces any decision where multiple perspectives would sharpen the outcome. Also trigger when the user says \"think tank\", \"debate this\", \"perspectives on\", \"trade-offs\", \"should I use X or Y\", \"help me decide\", \"before we plan\", or asks for pros/cons of competing approaches. This skill should run BEFORE any implementation planning begins — it produces a structured analysis that feeds into better plans.","think-tank",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/think-tank/SKILL.md",[7696,7697],{"path":285,"priority":273},{"path":1543,"priority":548},{"basePath":7699,"description":7700,"displayName":7701,"installMethods":7702,"rationale":7703,"selectedPaths":7704,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/productivity/writing-rules","This skill should be used when the user asks to \"create a hookify rule\", \"write a hook rule\", \"configure hookify\", \"add a hookify rule\", or needs guidance on hookify rule syntax and patterns.","writing-rules",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/productivity/writing-rules/SKILL.md",[7705],{"path":285,"priority":273},{"basePath":7707,"description":7708,"displayName":7709,"installMethods":7710,"rationale":7711,"selectedPaths":7712,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/database","Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says \"add postgres\", \"add redis\", \"add database\", \"connect to database\", or \"wire up the database\". For other templates (Ghost, Strapi, n8n), use the railway-templates skill.","railway-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/database/SKILL.md",[7713],{"path":285,"priority":273},{"basePath":7715,"description":7716,"displayName":7717,"installMethods":7718,"rationale":7719,"selectedPaths":7720,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/deploy","Deploy code to Railway using \"railway up\". Use when user wants to push code, says \"railway up\", \"deploy\", \"ship\", or \"push\". For initial setup or creating services, use railway-new skill. For Docker images, use railway-environment skill.","railway-deploy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/deploy/SKILL.md",[7721],{"path":285,"priority":273},{"basePath":7723,"description":7724,"displayName":7725,"installMethods":7726,"rationale":7727,"selectedPaths":7728,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/deployment","Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy, restart), deployment visibility (list, status, history), and troubleshooting (logs, errors, failures, crashes). NOT for deleting services - use railway-environment skill with isDeleted for that.","railway-deployment",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/deployment/SKILL.md",[7729],{"path":285,"priority":273},{"basePath":7731,"description":7732,"displayName":7733,"installMethods":7734,"rationale":7735,"selectedPaths":7736,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/domain","Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, check current domains, get the URL for a service, or remove a domain.","railway-domain",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/domain/SKILL.md",[7737],{"path":285,"priority":273},{"basePath":7739,"description":7740,"displayName":7741,"installMethods":7742,"rationale":7743,"selectedPaths":7744,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/environment","Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source, build settings, deploy settings), lifecycle (delete service), and applying changes. Prefer over railway-status skill for any configuration or variable queries.","railway-environment",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/environment/SKILL.md",[7745],{"path":285,"priority":273},{"basePath":7747,"description":7748,"displayName":7749,"installMethods":7750,"rationale":7751,"selectedPaths":7752,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/metrics","Query resource usage metrics for Railway services. Use when user asks about resource usage, CPU, memory, network, disk, or service performance like \"how much memory is my service using\" or \"is my service slow\".","railway-metrics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/metrics/SKILL.md",[7753],{"path":285,"priority":273},{"basePath":7755,"description":7756,"displayName":7757,"installMethods":7758,"rationale":7759,"selectedPaths":7760,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/new","Create Railway projects, services, and databases with proper configuration. Use when user says \"setup\", \"deploy to railway\", \"initialize\", \"create project\", \"create service\", or wants to deploy from GitHub. Handles initial setup AND adding services to existing projects. For databases, use railway-railway-database skill instead.","railway-new",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/new/SKILL.md",[7761,7762,7764,7766,7768],{"path":285,"priority":273},{"path":7763,"priority":376},"references/environment-config.md",{"path":7765,"priority":376},"references/monorepo.md",{"path":7767,"priority":376},"references/railpack.md",{"path":7570,"priority":376},{"basePath":7770,"description":7771,"displayName":7772,"installMethods":7773,"rationale":7774,"selectedPaths":7775,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/projects","List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR deploys, make a project public/private, or modify project settings.","railway-projects",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/projects/SKILL.md",[7776],{"path":285,"priority":273},{"basePath":7778,"description":7779,"displayName":7780,"installMethods":7781,"rationale":7782,"selectedPaths":7783,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/railway-docs","Fetch up-to-date Railway documentation to answer questions accurately. Use when user asks about Railway features, how Railway works, or shares a docs.railway.com URL.","railway-docs",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/railway-docs/SKILL.md",[7784],{"path":285,"priority":273},{"basePath":7786,"description":7787,"displayName":7788,"installMethods":7789,"rationale":7790,"selectedPaths":7791,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/service","Check service status, rename services, change service icons, link services, or create services with Docker images. For creating services with local code, prefer railway-new skill. For GitHub repo sources, use railway-new skill to create empty service then railway-environment skill to configure source.","railway-service",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/service/SKILL.md",[7792],{"path":285,"priority":273},{"basePath":7794,"description":7795,"displayName":7796,"installMethods":7797,"rationale":7798,"selectedPaths":7799,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/status","Check current Railway project status for this directory. Use when user asks \"railway status\", \"is it running\", \"what's deployed\", \"deployment status\", or about uptime. NOT for variables or configuration queries - use railway-environment skill for those.","railway-status",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/status/SKILL.md",[7800],{"path":285,"priority":273},{"basePath":7802,"description":7803,"displayName":7804,"installMethods":7805,"rationale":7806,"selectedPaths":7807,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/railway/templates","Search and deploy services from Railway's template marketplace. Use when user wants to add a service from a template, find templates for a specific use case, or deploy tools like Ghost, Strapi, n8n, Minio, Uptime Kuma, etc. For databases (Postgres, Redis, MySQL, MongoDB), prefer the railway-database skill.","railway-templates",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/railway/templates/SKILL.md",[7808],{"path":285,"priority":273},{"basePath":7810,"description":7811,"displayName":7812,"installMethods":7813,"rationale":7814,"selectedPaths":7815,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/adaptyv","Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.","adaptyv",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/adaptyv/SKILL.md",[7816],{"path":285,"priority":273},{"basePath":7818,"description":7819,"displayName":7820,"installMethods":7821,"rationale":7822,"selectedPaths":7823,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/aeon","This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.","aeon",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/aeon/SKILL.md",[7824,7825,7827,7829,7831,7833,7835,7837,7839,7841,7843,7845],{"path":285,"priority":273},{"path":7826,"priority":376},"references/anomaly_detection.md",{"path":7828,"priority":376},"references/classification.md",{"path":7830,"priority":376},"references/clustering.md",{"path":7832,"priority":376},"references/datasets_benchmarking.md",{"path":7834,"priority":376},"references/distances.md",{"path":7836,"priority":376},"references/forecasting.md",{"path":7838,"priority":376},"references/networks.md",{"path":7840,"priority":376},"references/regression.md",{"path":7842,"priority":376},"references/segmentation.md",{"path":7844,"priority":376},"references/similarity_search.md",{"path":529,"priority":376},{"basePath":7847,"description":7848,"displayName":7849,"installMethods":7850,"rationale":7851,"selectedPaths":7852,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/alphafold-database","Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.","alphafold-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/alphafold-database/SKILL.md",[7853,7854],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":7856,"description":7857,"displayName":7858,"installMethods":7859,"rationale":7860,"selectedPaths":7861,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/anndata","This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with scanpy/scverse tools.","anndata",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/anndata/SKILL.md",[7862,7863,7864,7866,7868,7870],{"path":285,"priority":273},{"path":624,"priority":376},{"path":7865,"priority":376},"references/concatenation.md",{"path":7867,"priority":376},"references/data_structure.md",{"path":7869,"priority":376},"references/io_operations.md",{"path":7871,"priority":376},"references/manipulation.md",{"basePath":7873,"description":7874,"displayName":7875,"installMethods":7876,"rationale":7877,"selectedPaths":7878,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/arboreto","Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.","arboreto",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/arboreto/SKILL.md",[7879,7880,7881,7883,7885],{"path":285,"priority":273},{"path":1987,"priority":376},{"path":7882,"priority":376},"references/basic_inference.md",{"path":7884,"priority":376},"references/distributed_computing.md",{"path":7886,"priority":639},"scripts/basic_grn_inference.py",{"basePath":7888,"description":7889,"displayName":7890,"installMethods":7891,"rationale":7892,"selectedPaths":7893,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/astropy","Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.","astropy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/astropy/SKILL.md",[7894,7895,7897,7899,7901,7903,7905,7907],{"path":285,"priority":273},{"path":7896,"priority":376},"references/coordinates.md",{"path":7898,"priority":376},"references/cosmology.md",{"path":7900,"priority":376},"references/fits.md",{"path":7902,"priority":376},"references/tables.md",{"path":7904,"priority":376},"references/time.md",{"path":7906,"priority":376},"references/units.md",{"path":7908,"priority":376},"references/wcs_and_other_modules.md",{"basePath":7910,"description":7911,"displayName":7912,"installMethods":7913,"rationale":7914,"selectedPaths":7915,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/benchling-integration","Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.","benchling-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/benchling-integration/SKILL.md",[7916,7917,7919,7920],{"path":285,"priority":273},{"path":7918,"priority":376},"references/api_endpoints.md",{"path":5211,"priority":376},{"path":7921,"priority":376},"references/sdk_reference.md",{"basePath":7923,"description":7924,"displayName":7925,"installMethods":7926,"rationale":7927,"selectedPaths":7928,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/biomni","Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.","biomni",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/biomni/SKILL.md",[7929,7930,7931,7933,7935,7936],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":7932,"priority":376},"references/llm_providers.md",{"path":7934,"priority":376},"references/use_cases.md",{"path":6062,"priority":639},{"path":7498,"priority":639},{"basePath":7938,"description":7939,"displayName":7940,"installMethods":7941,"rationale":7942,"selectedPaths":7943,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/biopython","Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows, structures, phylogenetics. For quick BLAST, use gget. For direct REST API, use pubmed-database.","biopython",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/biopython/SKILL.md",[7944,7945,7946,7948,7950,7952,7954,7956],{"path":285,"priority":273},{"path":796,"priority":376},{"path":7947,"priority":376},"references/alignment.md",{"path":7949,"priority":376},"references/blast.md",{"path":7951,"priority":376},"references/databases.md",{"path":7953,"priority":376},"references/phylogenetics.md",{"path":7955,"priority":376},"references/sequence_io.md",{"path":7957,"priority":376},"references/structure.md",{"basePath":7959,"description":7960,"displayName":7961,"installMethods":7962,"rationale":7963,"selectedPaths":7964,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/biorxiv-database","Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.","biorxiv-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/biorxiv-database/SKILL.md",[7965,7966,7967],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":7968,"priority":639},"scripts/biorxiv_search.py",{"basePath":7970,"description":7971,"displayName":7972,"installMethods":7973,"rationale":7974,"selectedPaths":7975,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/bioservices","Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API for queries, ID mapping, pathway analysis. For direct REST control, use individual database skills (uniprot-database, kegg-database).","bioservices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/bioservices/SKILL.md",[7976,7977,7979,7981,7983,7985,7987,7989],{"path":285,"priority":273},{"path":7978,"priority":376},"references/identifier_mapping.md",{"path":7980,"priority":376},"references/services_reference.md",{"path":7982,"priority":376},"references/workflow_patterns.md",{"path":7984,"priority":639},"scripts/batch_id_converter.py",{"path":7986,"priority":639},"scripts/compound_cross_reference.py",{"path":7988,"priority":639},"scripts/pathway_analysis.py",{"path":7990,"priority":639},"scripts/protein_analysis_workflow.py",{"basePath":7992,"description":7993,"displayName":7994,"installMethods":7995,"rationale":7996,"selectedPaths":7997,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/brenda-database","Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.","brenda-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/brenda-database/SKILL.md",[7998,7999,8000,8002,8004],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8001,"priority":639},"scripts/brenda_queries.py",{"path":8003,"priority":639},"scripts/brenda_visualization.py",{"path":8005,"priority":639},"scripts/enzyme_pathway_builder.py",{"basePath":8007,"description":8008,"displayName":8009,"installMethods":8010,"rationale":8011,"selectedPaths":8012,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/cellxgene-census","Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale single-cell analysis.","cellxgene-census",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/cellxgene-census/SKILL.md",[8013,8014,8016],{"path":285,"priority":273},{"path":8015,"priority":376},"references/census_schema.md",{"path":8017,"priority":376},"references/common_patterns.md",{"basePath":8019,"description":8020,"displayName":8021,"installMethods":8022,"rationale":8023,"selectedPaths":8024,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/chembl-database","Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.","chembl-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/chembl-database/SKILL.md",[8025,8026,8027],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8028,"priority":639},"scripts/example_queries.py",{"basePath":8030,"description":8031,"displayName":8032,"installMethods":8033,"rationale":8034,"selectedPaths":8035,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/cirq","Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quantum circuit design, quantum simulation (noiseless or noisy), running on quantum hardware (Google, IonQ, AQT, Pasqal), circuit optimization and compilation, noise modeling and characterization, or quantum experiments and benchmarking (VQE, QAOA, QPE, randomized benchmarking).","cirq",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/cirq/SKILL.md",[8036,8037,8039,8041,8043,8045,8047],{"path":285,"priority":273},{"path":8038,"priority":376},"references/building.md",{"path":8040,"priority":376},"references/experiments.md",{"path":8042,"priority":376},"references/hardware.md",{"path":8044,"priority":376},"references/noise.md",{"path":8046,"priority":376},"references/simulation.md",{"path":8048,"priority":376},"references/transformation.md",{"basePath":8050,"description":8051,"displayName":8052,"installMethods":8053,"rationale":8054,"selectedPaths":8055,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/citation-management","Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.","citation-management",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/citation-management/SKILL.md",[8056,8057,8059,8061,8063,8065,8067,8069,8071,8073,8075,8077,8079,8081],{"path":285,"priority":273},{"path":8058,"priority":639},"assets/bibtex_template.bib",{"path":8060,"priority":639},"assets/citation_checklist.md",{"path":8062,"priority":376},"references/bibtex_formatting.md",{"path":8064,"priority":376},"references/citation_validation.md",{"path":8066,"priority":376},"references/google_scholar_search.md",{"path":8068,"priority":376},"references/metadata_extraction.md",{"path":8070,"priority":376},"references/pubmed_search.md",{"path":8072,"priority":639},"scripts/doi_to_bibtex.py",{"path":8074,"priority":639},"scripts/extract_metadata.py",{"path":8076,"priority":639},"scripts/format_bibtex.py",{"path":8078,"priority":639},"scripts/search_google_scholar.py",{"path":8080,"priority":639},"scripts/search_pubmed.py",{"path":8082,"priority":639},"scripts/validate_citations.py",{"basePath":8084,"description":8085,"displayName":8086,"installMethods":8087,"rationale":8088,"selectedPaths":8089,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/clinical-decision-support","Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.","clinical-decision-support",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/clinical-decision-support/SKILL.md",[8090,8091,8092,8094,8096,8098,8100,8102,8104,8106,8108,8110,8112,8114,8116,8118,8120,8122,8124,8126],{"path":285,"priority":273},{"path":547,"priority":548},{"path":8093,"priority":639},"assets/biomarker_report_template.tex",{"path":8095,"priority":639},"assets/clinical_pathway_template.tex",{"path":8097,"priority":639},"assets/cohort_analysis_template.tex",{"path":8099,"priority":639},"assets/color_schemes.tex",{"path":8101,"priority":639},"assets/example_gbm_cohort.md",{"path":8103,"priority":639},"assets/recommendation_strength_guide.md",{"path":8105,"priority":639},"assets/treatment_recommendation_template.tex",{"path":8107,"priority":376},"references/biomarker_classification.md",{"path":8109,"priority":376},"references/clinical_decision_algorithms.md",{"path":8111,"priority":376},"references/evidence_synthesis.md",{"path":8113,"priority":376},"references/outcome_analysis.md",{"path":8115,"priority":376},"references/patient_cohort_analysis.md",{"path":8117,"priority":376},"references/treatment_recommendations.md",{"path":8119,"priority":639},"scripts/biomarker_classifier.py",{"path":8121,"priority":639},"scripts/build_decision_tree.py",{"path":8123,"priority":639},"scripts/create_cohort_tables.py",{"path":8125,"priority":639},"scripts/generate_survival_analysis.py",{"path":8127,"priority":639},"scripts/validate_cds_document.py",{"basePath":8129,"description":8130,"displayName":8131,"installMethods":8132,"rationale":8133,"selectedPaths":8134,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/clinical-reports","Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.","clinical-reports",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/clinical-reports/SKILL.md",[8135,8136,8137,8139,8141,8143,8145,8147,8149,8151,8153,8155,8157,8159,8161,8163,8165,8167,8169,8171,8173,8175,8177,8179,8181,8182,8184,8186,8188,8190,8192],{"path":285,"priority":273},{"path":547,"priority":548},{"path":8138,"priority":376},"IMPLEMENTATION_SUMMARY.md",{"path":8140,"priority":639},"assets/case_report_template.md",{"path":8142,"priority":639},"assets/clinical_trial_csr_template.md",{"path":8144,"priority":639},"assets/clinical_trial_sae_template.md",{"path":8146,"priority":639},"assets/consult_note_template.md",{"path":8148,"priority":639},"assets/discharge_summary_template.md",{"path":8150,"priority":639},"assets/hipaa_compliance_checklist.md",{"path":8152,"priority":639},"assets/history_physical_template.md",{"path":8154,"priority":639},"assets/lab_report_template.md",{"path":8156,"priority":639},"assets/pathology_report_template.md",{"path":8158,"priority":639},"assets/quality_checklist.md",{"path":8160,"priority":639},"assets/radiology_report_template.md",{"path":8162,"priority":639},"assets/soap_note_template.md",{"path":8164,"priority":376},"references/case_report_guidelines.md",{"path":8166,"priority":376},"references/clinical_trial_reporting.md",{"path":8168,"priority":376},"references/data_presentation.md",{"path":8170,"priority":376},"references/diagnostic_reports_standards.md",{"path":8172,"priority":376},"references/medical_terminology.md",{"path":8174,"priority":376},"references/patient_documentation.md",{"path":8176,"priority":376},"references/peer_review_standards.md",{"path":8178,"priority":376},"references/regulatory_compliance.md",{"path":8180,"priority":639},"scripts/check_deidentification.py",{"path":5985,"priority":639},{"path":8183,"priority":639},"scripts/extract_clinical_data.py",{"path":8185,"priority":639},"scripts/format_adverse_events.py",{"path":8187,"priority":639},"scripts/generate_report_template.py",{"path":8189,"priority":639},"scripts/terminology_validator.py",{"path":8191,"priority":639},"scripts/validate_case_report.py",{"path":8193,"priority":639},"scripts/validate_trial_report.py",{"basePath":8195,"description":8196,"displayName":8197,"installMethods":8198,"rationale":8199,"selectedPaths":8200,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/clinicaltrials-database","Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.","clinicaltrials-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/clinicaltrials-database/SKILL.md",[8201,8202,8203],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8204,"priority":639},"scripts/query_clinicaltrials.py",{"basePath":8206,"description":8207,"displayName":8208,"installMethods":8209,"rationale":8210,"selectedPaths":8211,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/clinpgx-database","Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.","clinpgx-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/clinpgx-database/SKILL.md",[8212,8213,8214],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8215,"priority":639},"scripts/query_clinpgx.py",{"basePath":8217,"description":8218,"displayName":8219,"installMethods":8220,"rationale":8221,"selectedPaths":8222,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/clinvar-database","Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.","clinvar-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/clinvar-database/SKILL.md",[8223,8224,8225,8227],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8226,"priority":376},"references/clinical_significance.md",{"path":8228,"priority":376},"references/data_formats.md",{"basePath":8230,"description":8231,"displayName":8232,"installMethods":8233,"rationale":8234,"selectedPaths":8235,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/cobrapy","Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.","cobrapy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/cobrapy/SKILL.md",[8236,8237,8239],{"path":285,"priority":273},{"path":8238,"priority":376},"references/api_quick_reference.md",{"path":558,"priority":376},{"basePath":8241,"description":8242,"displayName":8243,"installMethods":8244,"rationale":8245,"selectedPaths":8246,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/cosmic-database","Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.","cosmic-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/cosmic-database/SKILL.md",[8247,8248,8250],{"path":285,"priority":273},{"path":8249,"priority":376},"references/cosmic_data_reference.md",{"path":8251,"priority":639},"scripts/download_cosmic.py",{"basePath":8253,"description":8254,"displayName":8255,"installMethods":8256,"rationale":8257,"selectedPaths":8258,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/dask","Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.","dask",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/dask/SKILL.md",[8259,8260,8262,8264,8265,8267,8269],{"path":285,"priority":273},{"path":8261,"priority":376},"references/arrays.md",{"path":8263,"priority":376},"references/bags.md",{"path":2833,"priority":376},{"path":8266,"priority":376},"references/dataframes.md",{"path":8268,"priority":376},"references/futures.md",{"path":8270,"priority":376},"references/schedulers.md",{"basePath":8272,"description":8273,"displayName":8274,"installMethods":8275,"rationale":8276,"selectedPaths":8277,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/datacommons-client","Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.","datacommons-client",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/datacommons-client/SKILL.md",[8278,8279,8280,8282,8284],{"path":285,"priority":273},{"path":798,"priority":376},{"path":8281,"priority":376},"references/node.md",{"path":8283,"priority":376},"references/observation.md",{"path":8285,"priority":376},"references/resolve.md",{"basePath":8287,"description":8288,"displayName":8289,"installMethods":8290,"rationale":8291,"selectedPaths":8292,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/datamol","Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.","datamol",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/datamol/SKILL.md",[8293,8294,8296,8298,8300,8302,8304],{"path":285,"priority":273},{"path":8295,"priority":376},"references/conformers_module.md",{"path":8297,"priority":376},"references/core_api.md",{"path":8299,"priority":376},"references/descriptors_viz.md",{"path":8301,"priority":376},"references/fragments_scaffolds.md",{"path":8303,"priority":376},"references/io_module.md",{"path":8305,"priority":376},"references/reactions_data.md",{"basePath":8307,"description":8308,"displayName":8309,"installMethods":8310,"rationale":8311,"selectedPaths":8312,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/deepchem","Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.","deepchem",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/deepchem/SKILL.md",[8313,8314,8315,8316,8318,8320],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":558,"priority":376},{"path":8317,"priority":639},"scripts/graph_neural_network.py",{"path":8319,"priority":639},"scripts/predict_solubility.py",{"path":8321,"priority":639},"scripts/transfer_learning.py",{"basePath":8323,"description":8324,"displayName":8325,"installMethods":8326,"rationale":8327,"selectedPaths":8328,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/deeptools","NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.","deeptools",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/deeptools/SKILL.md",[8329,8330,8332,8334,8336,8338,8339,8341],{"path":285,"priority":273},{"path":8331,"priority":639},"assets/quick_reference.md",{"path":8333,"priority":376},"references/effective_genome_sizes.md",{"path":8335,"priority":376},"references/normalization_methods.md",{"path":8337,"priority":376},"references/tools_reference.md",{"path":558,"priority":376},{"path":8340,"priority":639},"scripts/validate_files.py",{"path":8342,"priority":639},"scripts/workflow_generator.py",{"basePath":8344,"description":8345,"displayName":8346,"installMethods":8347,"rationale":8348,"selectedPaths":8349,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/denario","Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.","denario",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/denario/SKILL.md",[8350,8351,8352,8354,8356],{"path":285,"priority":273},{"path":689,"priority":376},{"path":8353,"priority":376},"references/installation.md",{"path":8355,"priority":376},"references/llm_configuration.md",{"path":8357,"priority":376},"references/research_pipeline.md",{"basePath":8359,"description":8360,"displayName":8361,"installMethods":8362,"rationale":8363,"selectedPaths":8364,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/diffdock","Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.","diffdock",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/diffdock/SKILL.md",[8365,8366,8368,8370,8372,8374,8376,8378,8380],{"path":285,"priority":273},{"path":8367,"priority":639},"assets/batch_template.csv",{"path":8369,"priority":639},"assets/custom_inference_config.yaml",{"path":8371,"priority":376},"references/confidence_and_limitations.md",{"path":8373,"priority":376},"references/parameters_reference.md",{"path":8375,"priority":376},"references/workflows_examples.md",{"path":8377,"priority":639},"scripts/analyze_results.py",{"path":8379,"priority":639},"scripts/prepare_batch_csv.py",{"path":8381,"priority":639},"scripts/setup_check.py",{"basePath":8383,"description":8384,"displayName":8385,"installMethods":8386,"rationale":8387,"selectedPaths":8388,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/dnanexus-integration","DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.","dnanexus-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/dnanexus-integration/SKILL.md",[8389,8390,8392,8393,8395,8397],{"path":285,"priority":273},{"path":8391,"priority":376},"references/app-development.md",{"path":764,"priority":376},{"path":8394,"priority":376},"references/data-operations.md",{"path":8396,"priority":376},"references/job-execution.md",{"path":8398,"priority":376},"references/python-sdk.md",{"basePath":8400,"description":8401,"displayName":8402,"installMethods":8403,"rationale":8404,"selectedPaths":8405,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/drugbank-database","Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.","drugbank-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/drugbank-database/SKILL.md",[8406,8407,8409,8411,8413,8415,8417],{"path":285,"priority":273},{"path":8408,"priority":376},"references/chemical-analysis.md",{"path":8410,"priority":376},"references/data-access.md",{"path":8412,"priority":376},"references/drug-queries.md",{"path":8414,"priority":376},"references/interactions.md",{"path":8416,"priority":376},"references/targets-pathways.md",{"path":8418,"priority":639},"scripts/drugbank_helper.py",{"basePath":8420,"description":8421,"displayName":8422,"installMethods":8423,"rationale":8424,"selectedPaths":8425,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/ena-database","Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.","ena-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/ena-database/SKILL.md",[8426,8427],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":8429,"description":8430,"displayName":8431,"installMethods":8432,"rationale":8433,"selectedPaths":8434,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/ensembl-database","Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.","ensembl-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/ensembl-database/SKILL.md",[8435,8436,8437],{"path":285,"priority":273},{"path":7918,"priority":376},{"path":8438,"priority":639},"scripts/ensembl_query.py",{"basePath":8440,"description":8441,"displayName":8442,"installMethods":8443,"rationale":8444,"selectedPaths":8445,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/esm","Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel proteins; generating protein embeddings; performing inverse folding; or conducting protein engineering tasks. Supports both local model usage and cloud-based Forge API for scalable inference.","esm",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/esm/SKILL.md",[8446,8447,8449,8451,8453],{"path":285,"priority":273},{"path":8448,"priority":376},"references/esm-c-api.md",{"path":8450,"priority":376},"references/esm3-api.md",{"path":8452,"priority":376},"references/forge-api.md",{"path":558,"priority":376},{"basePath":8455,"description":8456,"displayName":8457,"installMethods":8458,"rationale":8459,"selectedPaths":8460,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/etetoolkit","Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.","etetoolkit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/etetoolkit/SKILL.md",[8461,8462,8463,8464,8465,8467],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":1362,"priority":376},{"path":558,"priority":376},{"path":8466,"priority":639},"scripts/quick_visualize.py",{"path":8468,"priority":639},"scripts/tree_operations.py",{"basePath":8470,"description":8471,"displayName":8472,"installMethods":8473,"rationale":8474,"selectedPaths":8475,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/exploratory-data-analysis","Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.","exploratory-data-analysis",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/exploratory-data-analysis/SKILL.md",[8476,8477,8479,8481,8483,8485,8487,8489,8491],{"path":285,"priority":273},{"path":8478,"priority":639},"assets/report_template.md",{"path":8480,"priority":376},"references/bioinformatics_genomics_formats.md",{"path":8482,"priority":376},"references/chemistry_molecular_formats.md",{"path":8484,"priority":376},"references/general_scientific_formats.md",{"path":8486,"priority":376},"references/microscopy_imaging_formats.md",{"path":8488,"priority":376},"references/proteomics_metabolomics_formats.md",{"path":8490,"priority":376},"references/spectroscopy_analytical_formats.md",{"path":8492,"priority":639},"scripts/eda_analyzer.py",{"basePath":8494,"description":8495,"displayName":8496,"installMethods":8497,"rationale":8498,"selectedPaths":8499,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/fda-database","Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.","fda-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/fda-database/SKILL.md",[8500,8501,8503,8505,8507,8509,8511,8512,8514],{"path":285,"priority":273},{"path":8502,"priority":376},"references/animal_veterinary.md",{"path":8504,"priority":376},"references/api_basics.md",{"path":8506,"priority":376},"references/devices.md",{"path":8508,"priority":376},"references/drugs.md",{"path":8510,"priority":376},"references/foods.md",{"path":784,"priority":376},{"path":8513,"priority":639},"scripts/fda_examples.py",{"path":8515,"priority":639},"scripts/fda_query.py",{"basePath":8517,"description":8518,"displayName":8519,"installMethods":8520,"rationale":8521,"selectedPaths":8522,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/flowio","Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.","flowio",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/flowio/SKILL.md",[8523,8524],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":8526,"description":8527,"displayName":8528,"installMethods":8529,"rationale":8530,"selectedPaths":8531,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/fluidsim","Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.","fluidsim",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/fluidsim/SKILL.md",[8532,8533,8534,8535,8537,8539,8541],{"path":285,"priority":273},{"path":844,"priority":376},{"path":8353,"priority":376},{"path":8536,"priority":376},"references/output_analysis.md",{"path":8538,"priority":376},"references/parameters.md",{"path":8540,"priority":376},"references/simulation_workflow.md",{"path":8542,"priority":376},"references/solvers.md",{"basePath":8544,"description":8545,"displayName":8546,"installMethods":8547,"rationale":8548,"selectedPaths":8549,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/gene-database","Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.","gene-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/gene-database/SKILL.md",[8550,8551,8552,8554,8556,8558],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8553,"priority":376},"references/common_workflows.md",{"path":8555,"priority":639},"scripts/batch_gene_lookup.py",{"path":8557,"priority":639},"scripts/fetch_gene_data.py",{"path":8559,"priority":639},"scripts/query_gene.py",{"basePath":8561,"description":8562,"displayName":8563,"installMethods":8564,"rationale":8565,"selectedPaths":8566,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/generate-image","Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.","generate-image",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/generate-image/SKILL.md",[8567,8568],{"path":285,"priority":273},{"path":8569,"priority":639},"scripts/generate_image.py",{"basePath":8571,"description":8572,"displayName":8573,"installMethods":8574,"rationale":8575,"selectedPaths":8576,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/geniml","This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic feature learning.","geniml",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/geniml/SKILL.md",[8577,8578,8580,8582,8584,8586],{"path":285,"priority":273},{"path":8579,"priority":376},"references/bedspace.md",{"path":8581,"priority":376},"references/consensus_peaks.md",{"path":8583,"priority":376},"references/region2vec.md",{"path":8585,"priority":376},"references/scembed.md",{"path":8587,"priority":376},"references/utilities.md",{"basePath":8589,"description":8590,"displayName":8591,"installMethods":8592,"rationale":8593,"selectedPaths":8594,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/geo-database","Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.","geo-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/geo-database/SKILL.md",[8595,8596],{"path":285,"priority":273},{"path":8597,"priority":376},"references/geo_reference.md",{"basePath":8599,"description":8600,"displayName":8601,"installMethods":8602,"rationale":8603,"selectedPaths":8604,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/geopandas","Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.","geopandas",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/geopandas/SKILL.md",[8605,8606,8608,8610,8612,8614,8616],{"path":285,"priority":273},{"path":8607,"priority":376},"references/crs-management.md",{"path":8609,"priority":376},"references/data-io.md",{"path":8611,"priority":376},"references/data-structures.md",{"path":8613,"priority":376},"references/geometric-operations.md",{"path":8615,"priority":376},"references/spatial-analysis.md",{"path":1362,"priority":376},{"basePath":8618,"description":8619,"displayName":8620,"installMethods":8621,"rationale":8622,"selectedPaths":8623,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/get-available-resources","This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.","get-available-resources",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/get-available-resources/SKILL.md",[8624,8625],{"path":285,"priority":273},{"path":8626,"priority":639},"scripts/detect_resources.py",{"basePath":8628,"description":8629,"displayName":8630,"installMethods":8631,"rationale":8632,"selectedPaths":8633,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/gget","CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, ARCHS4, Enrichr, OpenTargets, COSMIC, genome downloads. For advanced BLAST/batch processing, use biopython. For multi-database integration, use bioservices.","gget",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/gget/SKILL.md",[8634,8635,8637,8639,8640,8642,8644],{"path":285,"priority":273},{"path":8636,"priority":376},"references/database_info.md",{"path":8638,"priority":376},"references/module_reference.md",{"path":558,"priority":376},{"path":8641,"priority":639},"scripts/batch_sequence_analysis.py",{"path":8643,"priority":639},"scripts/enrichment_pipeline.py",{"path":8645,"priority":639},"scripts/gene_analysis.py",{"basePath":8647,"description":8648,"displayName":8649,"installMethods":8650,"rationale":8651,"selectedPaths":8652,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/gtars","High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.","gtars",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/gtars/SKILL.md",[8653,8654,8655,8657,8659,8661,8663],{"path":285,"priority":273},{"path":2774,"priority":376},{"path":8656,"priority":376},"references/coverage.md",{"path":8658,"priority":376},"references/overlap.md",{"path":8660,"priority":376},"references/python-api.md",{"path":8662,"priority":376},"references/refget.md",{"path":8664,"priority":376},"references/tokenizers.md",{"basePath":8666,"description":8667,"displayName":8668,"installMethods":8669,"rationale":8670,"selectedPaths":8671,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/gwas-database","Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.","gwas-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/gwas-database/SKILL.md",[8672,8673],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":8675,"description":8676,"displayName":8677,"installMethods":8678,"rationale":8679,"selectedPaths":8680,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/histolab","Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stained tissue images, extracting tiles from gigapixel pathology images, detecting tissue regions, segmenting tissue masks, or preparing datasets for computational pathology deep learning pipelines. Applies to WSI formats (SVS, TIFF, NDPI), tile-based analysis, and histological image preprocessing workflows.","histolab",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/histolab/SKILL.md",[8681,8682,8684,8686,8688,8690],{"path":285,"priority":273},{"path":8683,"priority":376},"references/filters_preprocessing.md",{"path":8685,"priority":376},"references/slide_management.md",{"path":8687,"priority":376},"references/tile_extraction.md",{"path":8689,"priority":376},"references/tissue_masks.md",{"path":1362,"priority":376},{"basePath":8692,"description":8693,"displayName":8694,"installMethods":8695,"rationale":8696,"selectedPaths":8697,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/hmdb-database","Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.","hmdb-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/hmdb-database/SKILL.md",[8698,8699],{"path":285,"priority":273},{"path":8700,"priority":376},"references/hmdb_data_fields.md",{"basePath":8702,"description":8703,"displayName":8704,"installMethods":8705,"rationale":8706,"selectedPaths":8707,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/hypogenic","Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.","hypogenic",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/hypogenic/SKILL.md",[8708,8709],{"path":285,"priority":273},{"path":8710,"priority":376},"references/config_template.yaml",{"basePath":8712,"description":8713,"displayName":8714,"installMethods":8715,"rationale":8716,"selectedPaths":8717,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/hypothesis-generation","Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.","hypothesis-generation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/hypothesis-generation/SKILL.md",[8718,8719,8721,8723,8725,8727,8729],{"path":285,"priority":273},{"path":8720,"priority":639},"assets/FORMATTING_GUIDE.md",{"path":8722,"priority":639},"assets/hypothesis_generation.sty",{"path":8724,"priority":639},"assets/hypothesis_report_template.tex",{"path":8726,"priority":376},"references/experimental_design_patterns.md",{"path":8728,"priority":376},"references/hypothesis_quality_criteria.md",{"path":8730,"priority":376},"references/literature_search_strategies.md",{"basePath":8732,"description":8733,"displayName":8734,"installMethods":8735,"rationale":8736,"selectedPaths":8737,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/kegg-database","Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.","kegg-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/kegg-database/SKILL.md",[8738,8739,8741],{"path":285,"priority":273},{"path":8740,"priority":376},"references/kegg_reference.md",{"path":8742,"priority":639},"scripts/kegg_api.py",{"basePath":8744,"description":8745,"displayName":8746,"installMethods":8747,"rationale":8748,"selectedPaths":8749,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/labarchive-integration","Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.","labarchive-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/labarchive-integration/SKILL.md",[8750,8751,8752,8754,8755,8757,8759],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8753,"priority":376},"references/authentication_guide.md",{"path":1358,"priority":376},{"path":8756,"priority":639},"scripts/entry_operations.py",{"path":8758,"priority":639},"scripts/notebook_operations.py",{"path":8760,"priority":639},"scripts/setup_config.py",{"basePath":8762,"description":8763,"displayName":8764,"installMethods":8765,"rationale":8766,"selectedPaths":8767,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/lamindb","This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.","lamindb",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/lamindb/SKILL.md",[8768,8769,8771,8772,8774,8775,8777],{"path":285,"priority":273},{"path":8770,"priority":376},"references/annotation-validation.md",{"path":3017,"priority":376},{"path":8773,"priority":376},"references/data-management.md",{"path":1358,"priority":376},{"path":8776,"priority":376},"references/ontologies.md",{"path":8778,"priority":376},"references/setup-deployment.md",{"basePath":8780,"description":8781,"displayName":8782,"installMethods":8783,"rationale":8784,"selectedPaths":8785,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/latchbio-integration","Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.","latchbio-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/latchbio-integration/SKILL.md",[8786,8787,8788,8790,8792],{"path":285,"priority":273},{"path":8773,"priority":376},{"path":8789,"priority":376},"references/resource-configuration.md",{"path":8791,"priority":376},"references/verified-workflows.md",{"path":8793,"priority":376},"references/workflow-creation.md",{"basePath":8795,"description":8796,"displayName":8797,"installMethods":8798,"rationale":8799,"selectedPaths":8800,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pptx-posters","Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.","latex-posters",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pptx-posters/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/scientific/latex-posters)",[8801,8802,8804,8806,8808,8810],{"path":285,"priority":273},{"path":8803,"priority":639},"assets/poster_html_template.html",{"path":8805,"priority":639},"assets/poster_quality_checklist.md",{"path":8807,"priority":376},"references/poster_content_guide.md",{"path":8809,"priority":376},"references/poster_design_principles.md",{"path":8811,"priority":376},"references/poster_layout_design.md",{"basePath":8813,"description":8814,"displayName":8815,"installMethods":8816,"rationale":8817,"selectedPaths":8818,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/literature-review","Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).","literature-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/literature-review/SKILL.md",[8819,8820,8822,8824,8826,8828,8830],{"path":285,"priority":273},{"path":8821,"priority":639},"assets/review_template.md",{"path":8823,"priority":376},"references/citation_styles.md",{"path":8825,"priority":376},"references/database_strategies.md",{"path":8827,"priority":639},"scripts/generate_pdf.py",{"path":8829,"priority":639},"scripts/search_databases.py",{"path":8831,"priority":639},"scripts/verify_citations.py",{"basePath":8833,"description":8834,"displayName":8835,"installMethods":8836,"rationale":8837,"selectedPaths":8838,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/market-research-reports","Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.","market-research-reports",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/market-research-reports/SKILL.md",[8839,8840,8841,8843,8845,8847,8849,8851],{"path":285,"priority":273},{"path":8720,"priority":639},{"path":8842,"priority":639},"assets/market_report_template.tex",{"path":8844,"priority":639},"assets/market_research.sty",{"path":8846,"priority":376},"references/data_analysis_patterns.md",{"path":8848,"priority":376},"references/report_structure_guide.md",{"path":8850,"priority":376},"references/visual_generation_guide.md",{"path":8852,"priority":639},"scripts/generate_market_visuals.py",{"basePath":8854,"description":8855,"displayName":8856,"installMethods":8857,"rationale":8858,"selectedPaths":8859,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/markitdown","Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.","markitdown",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/markitdown/SKILL.md",[8860,8861,8862,8863,8865,8867,8869,8871,8873,8874,8875,8877,8879],{"path":285,"priority":273},{"path":547,"priority":548},{"path":1543,"priority":548},{"path":8864,"priority":376},"INSTALLATION_GUIDE.md",{"path":8866,"priority":376},"OPENROUTER_INTEGRATION.md",{"path":8868,"priority":376},"QUICK_REFERENCE.md",{"path":8870,"priority":376},"SKILL_SUMMARY.md",{"path":8872,"priority":639},"assets/example_usage.md",{"path":6810,"priority":376},{"path":7129,"priority":376},{"path":8876,"priority":639},"scripts/batch_convert.py",{"path":8878,"priority":639},"scripts/convert_literature.py",{"path":8880,"priority":639},"scripts/convert_with_ai.py",{"basePath":8882,"description":8883,"displayName":8884,"installMethods":8885,"rationale":8886,"selectedPaths":8887,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/matchms","Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.","matchms",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/matchms/SKILL.md",[8888,8889,8890,8892,8894],{"path":285,"priority":273},{"path":518,"priority":376},{"path":8891,"priority":376},"references/importing_exporting.md",{"path":8893,"priority":376},"references/similarity.md",{"path":558,"priority":376},{"basePath":8896,"description":8897,"displayName":8898,"installMethods":8899,"rationale":8900,"selectedPaths":8901,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/matplotlib","Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.","matplotlib",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/matplotlib/SKILL.md",[8902,8903,8904,8906,8908,8910,8912],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8905,"priority":376},"references/common_issues.md",{"path":8907,"priority":376},"references/plot_types.md",{"path":8909,"priority":376},"references/styling_guide.md",{"path":8911,"priority":639},"scripts/plot_template.py",{"path":8913,"priority":639},"scripts/style_configurator.py",{"basePath":8915,"description":8916,"displayName":8917,"installMethods":8918,"rationale":8919,"selectedPaths":8920,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/medchem","Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and library filtering.","medchem",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/medchem/SKILL.md",[8921,8922,8924,8926],{"path":285,"priority":273},{"path":8923,"priority":376},"references/api_guide.md",{"path":8925,"priority":376},"references/rules_catalog.md",{"path":8927,"priority":639},"scripts/filter_molecules.py",{"basePath":8929,"description":8930,"displayName":8931,"installMethods":8932,"rationale":8933,"selectedPaths":8934,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/metabolomics-workbench-database","Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.","metabolomics-workbench-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/metabolomics-workbench-database/SKILL.md",[8935,8936],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":8938,"description":8939,"displayName":8940,"installMethods":8941,"rationale":8942,"selectedPaths":8943,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/modal","Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.","modal",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/modal/SKILL.md",[8944,8945,8946,8947,8949,8950,8952,8954,8956,8958,8960,8962,8964],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":689,"priority":376},{"path":8948,"priority":376},"references/functions.md",{"path":3143,"priority":376},{"path":8951,"priority":376},"references/gpu.md",{"path":8953,"priority":376},"references/images.md",{"path":8955,"priority":376},"references/resources.md",{"path":8957,"priority":376},"references/scaling.md",{"path":8959,"priority":376},"references/scheduled-jobs.md",{"path":8961,"priority":376},"references/secrets.md",{"path":8963,"priority":376},"references/volumes.md",{"path":8965,"priority":376},"references/web-endpoints.md",{"basePath":8967,"description":8968,"displayName":8969,"installMethods":8970,"rationale":8971,"selectedPaths":8972,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/molfeat","Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.","molfeat",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/molfeat/SKILL.md",[8973,8974,8975,8977],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":8976,"priority":376},"references/available_featurizers.md",{"path":689,"priority":376},{"basePath":8979,"description":8980,"displayName":8981,"installMethods":8982,"rationale":8983,"selectedPaths":8984,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/networkx","Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.","networkx",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/networkx/SKILL.md",[8985,8986,8987,8989,8991,8993],{"path":285,"priority":273},{"path":1987,"priority":376},{"path":8988,"priority":376},"references/generators.md",{"path":8990,"priority":376},"references/graph-basics.md",{"path":8992,"priority":376},"references/io.md",{"path":1362,"priority":376},{"basePath":8995,"description":8996,"displayName":8997,"installMethods":8998,"rationale":8999,"selectedPaths":9000,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/neurokit2","Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.","neurokit2",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/neurokit2/SKILL.md",[9001,9002,9004,9006,9008,9010,9012,9014,9016,9018,9020,9022,9024],{"path":285,"priority":273},{"path":9003,"priority":376},"references/bio_module.md",{"path":9005,"priority":376},"references/complexity.md",{"path":9007,"priority":376},"references/ecg_cardiac.md",{"path":9009,"priority":376},"references/eda.md",{"path":9011,"priority":376},"references/eeg.md",{"path":9013,"priority":376},"references/emg.md",{"path":9015,"priority":376},"references/eog.md",{"path":9017,"priority":376},"references/epochs_events.md",{"path":9019,"priority":376},"references/hrv.md",{"path":9021,"priority":376},"references/ppg.md",{"path":9023,"priority":376},"references/rsp.md",{"path":9025,"priority":376},"references/signal_processing.md",{"basePath":9027,"description":9028,"displayName":9029,"installMethods":9030,"rationale":9031,"selectedPaths":9032,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/neuropixels-analysis","Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.","neuropixels-analysis",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/neuropixels-analysis/SKILL.md",[9033,9034,9035,9037,9039,9041,9043,9045,9047,9049,9051,9052,9054,9056,9058,9060,9062,9064,9066],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":9036,"priority":376},"AI_CURATION.md",{"path":9038,"priority":376},"ANALYSIS.md",{"path":9040,"priority":376},"AUTOMATED_CURATION.md",{"path":9042,"priority":376},"MOTION_CORRECTION.md",{"path":9044,"priority":376},"PREPROCESSING.md",{"path":9046,"priority":376},"QUALITY_METRICS.md",{"path":9048,"priority":376},"SPIKE_SORTING.md",{"path":9050,"priority":639},"assets/analysis_template.py",{"path":6810,"priority":376},{"path":9053,"priority":376},"references/plotting_guide.md",{"path":9055,"priority":376},"references/standard_workflow.md",{"path":9057,"priority":639},"scripts/compute_metrics.py",{"path":9059,"priority":639},"scripts/explore_recording.py",{"path":9061,"priority":639},"scripts/export_to_phy.py",{"path":9063,"priority":639},"scripts/neuropixels_pipeline.py",{"path":9065,"priority":639},"scripts/preprocess_recording.py",{"path":9067,"priority":639},"scripts/run_sorting.py",{"basePath":9069,"description":9070,"displayName":9071,"installMethods":9072,"rationale":9073,"selectedPaths":9074,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/omero-integration","Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.","omero-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/omero-integration/SKILL.md",[9075,9076,9077,9079,9081,9083,9085,9087,9089],{"path":285,"priority":273},{"path":796,"priority":376},{"path":9078,"priority":376},"references/connection.md",{"path":9080,"priority":376},"references/data_access.md",{"path":9082,"priority":376},"references/image_processing.md",{"path":9084,"priority":376},"references/metadata.md",{"path":9086,"priority":376},"references/rois.md",{"path":9088,"priority":376},"references/scripts.md",{"path":7902,"priority":376},{"basePath":9091,"description":9092,"displayName":9093,"installMethods":9094,"rationale":9095,"selectedPaths":9096,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/openalex-database","Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.","openalex-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/openalex-database/SKILL.md",[9097,9098,9099,9101,9103],{"path":285,"priority":273},{"path":8923,"priority":376},{"path":9100,"priority":376},"references/common_queries.md",{"path":9102,"priority":639},"scripts/openalex_client.py",{"path":9104,"priority":639},"scripts/query_helpers.py",{"basePath":9106,"description":9107,"displayName":9108,"installMethods":9109,"rationale":9110,"selectedPaths":9111,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/opentargets-database","Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.","opentargets-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/opentargets-database/SKILL.md",[9112,9113,9114,9116,9118],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9115,"priority":376},"references/evidence_types.md",{"path":9117,"priority":376},"references/target_annotations.md",{"path":9119,"priority":639},"scripts/query_opentargets.py",{"basePath":9121,"description":9122,"displayName":9123,"installMethods":9124,"rationale":9125,"selectedPaths":9126,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/opentrons-integration","Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware management, for automated pipetting workflows.","opentrons-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/opentrons-integration/SKILL.md",[9127,9128,9129,9131,9133],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9130,"priority":639},"scripts/basic_protocol_template.py",{"path":9132,"priority":639},"scripts/pcr_setup_template.py",{"path":9134,"priority":639},"scripts/serial_dilution_template.py",{"basePath":9136,"description":9137,"displayName":9138,"installMethods":9139,"rationale":9140,"selectedPaths":9141,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/paper-2-web","This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.","paper-2-web",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/paper-2-web/SKILL.md",[9142,9143,9144,9146,9148,9150],{"path":285,"priority":273},{"path":8353,"priority":376},{"path":9145,"priority":376},"references/paper2poster.md",{"path":9147,"priority":376},"references/paper2video.md",{"path":9149,"priority":376},"references/paper2web.md",{"path":9151,"priority":376},"references/usage_examples.md",{"basePath":9153,"description":9154,"displayName":9155,"installMethods":9156,"rationale":9157,"selectedPaths":9158,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pathml","Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with histopathology slides, H&E stained images, multiplex immunofluorescence (CODEX, Vectra), spatial proteomics, nucleus detection/segmentation, tissue graph construction, or training ML models on pathology data. Supports 160+ slide formats including Aperio SVS, NDPI, DICOM, OME-TIFF for digital pathology workflows.","pathml",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pathml/SKILL.md",[9159,9160,9162,9164,9166,9168,9170],{"path":285,"priority":273},{"path":9161,"priority":376},"references/data_management.md",{"path":9163,"priority":376},"references/graphs.md",{"path":9165,"priority":376},"references/image_loading.md",{"path":9167,"priority":376},"references/machine_learning.md",{"path":9169,"priority":376},"references/multiparametric.md",{"path":9171,"priority":376},"references/preprocessing.md",{"basePath":9173,"description":9174,"displayName":9175,"installMethods":9176,"rationale":9177,"selectedPaths":9178,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pdb-database","Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.","pdb-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pdb-database/SKILL.md",[9179,9180],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":9182,"description":9183,"displayName":9184,"installMethods":9185,"rationale":9186,"selectedPaths":9187,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/peer-review","Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.","peer-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/peer-review/SKILL.md",[9188,9189,9190],{"path":285,"priority":273},{"path":8905,"priority":376},{"path":9191,"priority":376},"references/reporting_standards.md",{"basePath":9193,"description":9194,"displayName":9195,"installMethods":9196,"rationale":9197,"selectedPaths":9198,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pennylane","Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Enables building and training quantum circuits with automatic differentiation, seamless integration with PyTorch/JAX/TensorFlow, and device-independent execution across simulators and quantum hardware (IBM, Amazon Braket, Google, Rigetti, IonQ, etc.). Use when working with quantum circuits, variational quantum algorithms (VQE, QAOA), quantum neural networks, hybrid quantum-classical models, molecular simulations, quantum chemistry calculations, or any quantum computing tasks requiring gradient-based optimization, hardware-agnostic programming, or quantum machine learning workflows.","pennylane",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pennylane/SKILL.md",[9199,9200,9201,9203,9204,9205,9207,9209],{"path":285,"priority":273},{"path":844,"priority":376},{"path":9202,"priority":376},"references/devices_backends.md",{"path":798,"priority":376},{"path":889,"priority":376},{"path":9206,"priority":376},"references/quantum_chemistry.md",{"path":9208,"priority":376},"references/quantum_circuits.md",{"path":9210,"priority":376},"references/quantum_ml.md",{"basePath":9212,"description":9213,"displayName":9214,"installMethods":9215,"rationale":9216,"selectedPaths":9217,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/perplexity-search","Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model's knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.","perplexity-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/perplexity-search/SKILL.md",[9218,9219,9221,9223,9225,9227,9229],{"path":285,"priority":273},{"path":9220,"priority":639},"assets/.env.example",{"path":9222,"priority":376},"references/model_comparison.md",{"path":9224,"priority":376},"references/openrouter_setup.md",{"path":9226,"priority":376},"references/search_strategies.md",{"path":9228,"priority":639},"scripts/perplexity_search.py",{"path":9230,"priority":639},"scripts/setup_env.py",{"basePath":9232,"description":9233,"displayName":9234,"installMethods":9235,"rationale":9236,"selectedPaths":9237,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/plotly","Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter plots, line charts, bar charts, heatmaps, 3D plots, geographic maps, statistical distributions, financial charts, and dashboards. Supports both quick visualizations (Plotly Express) and fine-grained customization (graph objects). Outputs interactive HTML or static images (PNG, PDF, SVG).","plotly",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/plotly/SKILL.md",[9238],{"path":285,"priority":273},{"basePath":9240,"description":9241,"displayName":9242,"installMethods":9243,"rationale":9244,"selectedPaths":9245,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/polars","Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance data analysis workflows.","polars",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/polars/SKILL.md",[9246,9247,9248,9250,9252,9254,9256],{"path":285,"priority":273},{"path":624,"priority":376},{"path":9249,"priority":376},"references/core_concepts.md",{"path":9251,"priority":376},"references/io_guide.md",{"path":9253,"priority":376},"references/operations.md",{"path":9255,"priority":376},"references/pandas_migration.md",{"path":529,"priority":376},{"basePath":9258,"description":9259,"displayName":9260,"installMethods":9261,"rationale":9262,"selectedPaths":9263,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/protocolsio-integration","Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.","protocolsio-integration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/protocolsio-integration/SKILL.md",[9264,9265,9267,9268,9270,9272,9274],{"path":285,"priority":273},{"path":9266,"priority":376},"references/additional_features.md",{"path":5211,"priority":376},{"path":9269,"priority":376},"references/discussions.md",{"path":9271,"priority":376},"references/file_manager.md",{"path":9273,"priority":376},"references/protocols_api.md",{"path":9275,"priority":376},"references/workspaces.md",{"basePath":9277,"description":9278,"displayName":9279,"installMethods":9280,"rationale":9281,"selectedPaths":9282,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pubchem-database","Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.","pubchem-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pubchem-database/SKILL.md",[9283,9284,9285,9287],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9286,"priority":639},"scripts/bioactivity_query.py",{"path":9288,"priority":639},"scripts/compound_search.py",{"basePath":9290,"description":9291,"displayName":9292,"installMethods":9293,"rationale":9294,"selectedPaths":9295,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pubmed-database","Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.","pubmed-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pubmed-database/SKILL.md",[9296,9297,9298,9299],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9100,"priority":376},{"path":9300,"priority":376},"references/search_syntax.md",{"basePath":9302,"description":9303,"displayName":9304,"installMethods":9305,"rationale":9306,"selectedPaths":9307,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pufferlib","This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or integration with existing RL environments (Gymnasium, PettingZoo, Atari, Procgen, etc.). Use this skill for implementing PPO training, creating PufferEnv environments, optimizing RL performance, or developing policies with CNNs/LSTMs.","pufferlib",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pufferlib/SKILL.md",[9308,9309,9311,9312,9314,9315,9317,9319],{"path":285,"priority":273},{"path":9310,"priority":376},"references/environments.md",{"path":403,"priority":376},{"path":9313,"priority":376},"references/policies.md",{"path":715,"priority":376},{"path":9316,"priority":376},"references/vectorization.md",{"path":9318,"priority":639},"scripts/env_template.py",{"path":9320,"priority":639},"scripts/train_template.py",{"basePath":9322,"description":9323,"displayName":9324,"installMethods":9325,"rationale":9326,"selectedPaths":9327,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pydeseq2","Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.","pydeseq2",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pydeseq2/SKILL.md",[9328,9329,9330,9332],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9331,"priority":376},"references/workflow_guide.md",{"path":9333,"priority":639},"scripts/run_deseq2_analysis.py",{"basePath":9335,"description":9336,"displayName":9337,"installMethods":9338,"rationale":9339,"selectedPaths":9340,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pydicom","Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, radiology workflows, and healthcare imaging applications.","pydicom",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pydicom/SKILL.md",[9341,9342,9344,9346,9348,9350],{"path":285,"priority":273},{"path":9343,"priority":376},"references/common_tags.md",{"path":9345,"priority":376},"references/transfer_syntaxes.md",{"path":9347,"priority":639},"scripts/anonymize_dicom.py",{"path":9349,"priority":639},"scripts/dicom_to_image.py",{"path":8074,"priority":639},{"basePath":9352,"description":9353,"displayName":9354,"installMethods":9355,"rationale":9356,"selectedPaths":9357,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pyhealth","Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).","pyhealth",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pyhealth/SKILL.md",[9358,9359,9360,9362,9363,9364,9366],{"path":285,"priority":273},{"path":1681,"priority":376},{"path":9361,"priority":376},"references/medical_coding.md",{"path":1931,"priority":376},{"path":9171,"priority":376},{"path":9365,"priority":376},"references/tasks.md",{"path":9367,"priority":376},"references/training_evaluation.md",{"basePath":9369,"description":9370,"displayName":9371,"installMethods":9372,"rationale":9373,"selectedPaths":9374,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pylabrobot","Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid handling robots (Hamilton STAR, Opentrons OT-2, Tecan EVO), integrating lab equipment, managing deck layouts and resources (plates, tips, containers), reading plates, or creating reproducible laboratory protocols. Applicable for both simulated protocols and physical hardware control.","pylabrobot",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pylabrobot/SKILL.md",[9375,9376,9378,9380,9382,9384,9385],{"path":285,"priority":273},{"path":9377,"priority":376},"references/analytical-equipment.md",{"path":9379,"priority":376},"references/hardware-backends.md",{"path":9381,"priority":376},"references/liquid-handling.md",{"path":9383,"priority":376},"references/material-handling.md",{"path":8955,"priority":376},{"path":1362,"priority":376},{"basePath":9387,"description":9388,"displayName":9389,"installMethods":9390,"rationale":9391,"selectedPaths":9392,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pymatgen","Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.","pymatgen",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pymatgen/SKILL.md",[9393,9394,9396,9398,9400,9402,9404,9406,9408],{"path":285,"priority":273},{"path":9395,"priority":376},"references/analysis_modules.md",{"path":9397,"priority":376},"references/core_classes.md",{"path":9399,"priority":376},"references/io_formats.md",{"path":9401,"priority":376},"references/materials_project_api.md",{"path":9403,"priority":376},"references/transformations_workflows.md",{"path":9405,"priority":639},"scripts/phase_diagram_generator.py",{"path":9407,"priority":639},"scripts/structure_analyzer.py",{"path":9409,"priority":639},"scripts/structure_converter.py",{"basePath":9411,"description":9412,"displayName":9413,"installMethods":9414,"rationale":9415,"selectedPaths":9416,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pymc","Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.","pymc-bayesian-modeling",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pymc/SKILL.md",[9417,9418,9420,9422,9424,9426,9427,9429],{"path":285,"priority":273},{"path":9419,"priority":639},"assets/hierarchical_model_template.py",{"path":9421,"priority":639},"assets/linear_regression_template.py",{"path":9423,"priority":376},"references/distributions.md",{"path":9425,"priority":376},"references/sampling_inference.md",{"path":558,"priority":376},{"path":9428,"priority":639},"scripts/model_comparison.py",{"path":9430,"priority":639},"scripts/model_diagnostics.py",{"basePath":9432,"description":9433,"displayName":9434,"installMethods":9435,"rationale":9436,"selectedPaths":9437,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pymoo","Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.","pymoo",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pymoo/SKILL.md",[9438,9439,9440,9442,9444,9446,9447,9449,9451,9453,9455],{"path":285,"priority":273},{"path":1987,"priority":376},{"path":9441,"priority":376},"references/constraints_mcdm.md",{"path":9443,"priority":376},"references/operators.md",{"path":9445,"priority":376},"references/problems.md",{"path":1362,"priority":376},{"path":9448,"priority":639},"scripts/custom_problem_example.py",{"path":9450,"priority":639},"scripts/decision_making_example.py",{"path":9452,"priority":639},"scripts/many_objective_example.py",{"path":9454,"priority":639},"scripts/multi_objective_example.py",{"path":9456,"priority":639},"scripts/single_objective_example.py",{"basePath":9458,"description":9459,"displayName":9460,"installMethods":9461,"rationale":9462,"selectedPaths":9463,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pyopenms","Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML, protXML, mzIdentML), signal processing, feature detection, peptide identification, and quantitative analysis. Apply when working with mass spectrometry data, analyzing proteomics experiments, or processing metabolomics datasets.","pyopenms",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pyopenms/SKILL.md",[9464,9465,9467,9469,9471,9473,9475],{"path":285,"priority":273},{"path":9466,"priority":376},"references/data_structures.md",{"path":9468,"priority":376},"references/feature_detection.md",{"path":9470,"priority":376},"references/file_io.md",{"path":9472,"priority":376},"references/identification.md",{"path":9474,"priority":376},"references/metabolomics.md",{"path":9025,"priority":376},{"basePath":9477,"description":9478,"displayName":9479,"installMethods":9480,"rationale":9481,"selectedPaths":9482,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pysam","Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.","pysam",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pysam/SKILL.md",[9483,9484,9486,9487,9489],{"path":285,"priority":273},{"path":9485,"priority":376},"references/alignment_files.md",{"path":8553,"priority":376},{"path":9488,"priority":376},"references/sequence_files.md",{"path":9490,"priority":376},"references/variant_files.md",{"basePath":9492,"description":9493,"displayName":9494,"installMethods":9495,"rationale":9496,"selectedPaths":9497,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/pytdc","Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.","pytdc",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/pytdc/SKILL.md",[9498,9499,9500,9502,9503,9505,9507],{"path":285,"priority":273},{"path":1681,"priority":376},{"path":9501,"priority":376},"references/oracles.md",{"path":8587,"priority":376},{"path":9504,"priority":639},"scripts/benchmark_evaluation.py",{"path":9506,"priority":639},"scripts/load_and_split_data.py",{"path":9508,"priority":639},"scripts/molecular_generation.py",{"basePath":9510,"description":9511,"displayName":9512,"installMethods":9513,"rationale":9514,"selectedPaths":9515,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/qiskit","Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with quantum algorithms, simulations, or quantum hardware including (1) Building quantum circuits with gates and measurements, (2) Running quantum algorithms (VQE, QAOA, Grover), (3) Transpiling/optimizing circuits for hardware, (4) Executing on IBM Quantum or other providers, (5) Quantum chemistry and materials science, (6) Quantum machine learning, (7) Visualizing circuits and results, or (8) Any quantum computing development task.","qiskit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/qiskit/SKILL.md",[9516,9517,9518,9519,9521,9522,9524,9526,9528],{"path":285,"priority":273},{"path":1987,"priority":376},{"path":1778,"priority":376},{"path":9520,"priority":376},"references/circuits.md",{"path":4374,"priority":376},{"path":9523,"priority":376},"references/primitives.md",{"path":9525,"priority":376},"references/setup.md",{"path":9527,"priority":376},"references/transpilation.md",{"path":1362,"priority":376},{"basePath":9530,"description":9531,"displayName":9532,"installMethods":9533,"rationale":9534,"selectedPaths":9535,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/qutip","Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python). Use when working with quantum systems including: (1) quantum states (kets, bras, density matrices), (2) quantum operators and gates, (3) time evolution and dynamics (Schrödinger, master equations, Monte Carlo), (4) open quantum systems with dissipation, (5) quantum measurements and entanglement, (6) visualization (Bloch sphere, Wigner functions), (7) steady states and correlation functions, or (8) advanced methods (Floquet theory, HEOM, stochastic solvers). Handles both closed and open quantum systems across various domains including quantum optics, quantum computing, and condensed matter physics.","qutip",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/qutip/SKILL.md",[9536,9537,9538,9540,9541,9543],{"path":285,"priority":273},{"path":796,"priority":376},{"path":9539,"priority":376},"references/analysis.md",{"path":9249,"priority":376},{"path":9542,"priority":376},"references/time_evolution.md",{"path":1362,"priority":376},{"basePath":9545,"description":9546,"displayName":9547,"installMethods":9548,"rationale":9549,"selectedPaths":9550,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/rdkit","Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.","rdkit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/rdkit/SKILL.md",[9551,9552,9553,9555,9557,9559,9561],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9554,"priority":376},"references/descriptors_reference.md",{"path":9556,"priority":376},"references/smarts_patterns.md",{"path":9558,"priority":639},"scripts/molecular_properties.py",{"path":9560,"priority":639},"scripts/similarity_search.py",{"path":9562,"priority":639},"scripts/substructure_filter.py",{"basePath":9564,"description":9565,"displayName":9566,"installMethods":9567,"rationale":9568,"selectedPaths":9569,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/reactome-database","Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems biology studies.","reactome-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/reactome-database/SKILL.md",[9570,9571,9572],{"path":285,"priority":273},{"path":6810,"priority":376},{"path":9573,"priority":639},"scripts/reactome_query.py",{"basePath":9575,"description":9576,"displayName":9577,"installMethods":9578,"rationale":9579,"selectedPaths":9580,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/research-grants","Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.","research-grants",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/research-grants/SKILL.md",[9581,9582,9583,9585,9587,9589,9591,9593,9595,9597,9599],{"path":285,"priority":273},{"path":547,"priority":548},{"path":9584,"priority":639},"assets/budget_justification_template.md",{"path":9586,"priority":639},"assets/nih_specific_aims_template.md",{"path":9588,"priority":639},"assets/nsf_project_summary_template.md",{"path":9590,"priority":376},"references/broader_impacts.md",{"path":9592,"priority":376},"references/darpa_guidelines.md",{"path":9594,"priority":376},"references/doe_guidelines.md",{"path":9596,"priority":376},"references/nih_guidelines.md",{"path":9598,"priority":376},"references/nsf_guidelines.md",{"path":9600,"priority":376},"references/specific_aims_guide.md",{"basePath":9602,"description":9603,"displayName":9604,"installMethods":9605,"rationale":9606,"selectedPaths":9607,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/research-lookup","Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.","research-lookup",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/research-lookup/SKILL.md",[9608,9609,9610],{"path":285,"priority":273},{"path":547,"priority":548},{"path":9611,"priority":639},"scripts/research_lookup.py",{"basePath":9613,"description":9614,"displayName":9615,"installMethods":9616,"rationale":9617,"selectedPaths":9618,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scanpy","Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type annotation, trajectory, for scRNA-seq analysis.","scanpy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scanpy/SKILL.md",[9619,9620,9621,9622,9623,9624],{"path":285,"priority":273},{"path":9050,"priority":639},{"path":6810,"priority":376},{"path":9053,"priority":376},{"path":9055,"priority":376},{"path":9625,"priority":639},"scripts/qc_analysis.py",{"basePath":9627,"description":9628,"displayName":9629,"installMethods":9630,"rationale":9631,"selectedPaths":9632,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scientific-brainstorming","Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.","scientific-brainstorming",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scientific-brainstorming/SKILL.md",[9633,9634],{"path":285,"priority":273},{"path":9635,"priority":376},"references/brainstorming_methods.md",{"basePath":9637,"description":9638,"displayName":9639,"installMethods":9640,"rationale":9641,"selectedPaths":9642,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scientific-critical-thinking","Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.","scientific-critical-thinking",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scientific-critical-thinking/SKILL.md",[9643,9644,9646,9648,9650,9652,9654],{"path":285,"priority":273},{"path":9645,"priority":376},"references/common_biases.md",{"path":9647,"priority":376},"references/evidence_hierarchy.md",{"path":9649,"priority":376},"references/experimental_design.md",{"path":9651,"priority":376},"references/logical_fallacies.md",{"path":9653,"priority":376},"references/scientific_method.md",{"path":9655,"priority":376},"references/statistical_pitfalls.md",{"basePath":9657,"description":9658,"displayName":9659,"installMethods":9660,"rationale":9661,"selectedPaths":9662,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scientific-schematics","Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.","scientific-schematics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scientific-schematics/SKILL.md",[9663,9664,9665,9666,9667,9669],{"path":285,"priority":273},{"path":547,"priority":548},{"path":8868,"priority":376},{"path":624,"priority":376},{"path":9668,"priority":639},"scripts/generate_schematic.py",{"path":9670,"priority":639},"scripts/generate_schematic_ai.py",{"basePath":9672,"description":9673,"displayName":9674,"installMethods":9675,"rationale":9676,"selectedPaths":9677,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scientific-slides","Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.","scientific-slides",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scientific-slides/SKILL.md",[9678,9679,9681,9683,9685,9687,9689,9691,9693,9695,9697,9699,9701,9703,9705,9707,9709],{"path":285,"priority":273},{"path":9680,"priority":639},"assets/beamer_template_conference.tex",{"path":9682,"priority":639},"assets/beamer_template_defense.tex",{"path":9684,"priority":639},"assets/beamer_template_seminar.tex",{"path":9686,"priority":639},"assets/powerpoint_design_guide.md",{"path":9688,"priority":639},"assets/timing_guidelines.md",{"path":9690,"priority":376},"references/beamer_guide.md",{"path":9692,"priority":376},"references/data_visualization_slides.md",{"path":9694,"priority":376},"references/presentation_structure.md",{"path":9696,"priority":376},"references/slide_design_principles.md",{"path":9698,"priority":376},"references/talk_types_guide.md",{"path":9700,"priority":376},"references/visual_review_workflow.md",{"path":9702,"priority":639},"scripts/generate_slide_image.py",{"path":9704,"priority":639},"scripts/generate_slide_image_ai.py",{"path":9706,"priority":639},"scripts/pdf_to_images.py",{"path":9708,"priority":639},"scripts/slides_to_pdf.py",{"path":9710,"priority":639},"scripts/validate_presentation.py",{"basePath":9712,"description":9713,"displayName":9714,"installMethods":9715,"rationale":9716,"selectedPaths":9717,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scientific-visualization","Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.","scientific-visualization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scientific-visualization/SKILL.md",[9718,9719,9721,9723,9725,9727,9729,9731,9733,9735,9737],{"path":285,"priority":273},{"path":9720,"priority":639},"assets/color_palettes.py",{"path":9722,"priority":639},"assets/nature.mplstyle",{"path":9724,"priority":639},"assets/presentation.mplstyle",{"path":9726,"priority":639},"assets/publication.mplstyle",{"path":9728,"priority":376},"references/color_palettes.md",{"path":9730,"priority":376},"references/journal_requirements.md",{"path":9732,"priority":376},"references/matplotlib_examples.md",{"path":9734,"priority":376},"references/publication_guidelines.md",{"path":9736,"priority":639},"scripts/figure_export.py",{"path":9738,"priority":639},"scripts/style_presets.py",{"basePath":9740,"description":9741,"displayName":9742,"installMethods":9743,"rationale":9744,"selectedPaths":9745,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scientific-writing","Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.","scientific-writing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scientific-writing/SKILL.md",[9746,9747,9748,9750,9752,9754],{"path":285,"priority":273},{"path":8823,"priority":376},{"path":9749,"priority":376},"references/figures_tables.md",{"path":9751,"priority":376},"references/imrad_structure.md",{"path":9753,"priority":376},"references/reporting_guidelines.md",{"path":9755,"priority":376},"references/writing_principles.md",{"basePath":9757,"description":9758,"displayName":9759,"installMethods":9760,"rationale":9761,"selectedPaths":9762,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scikit-bio","Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.","scikit-bio",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scikit-bio/SKILL.md",[9763,9764],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":9766,"description":9767,"displayName":9768,"installMethods":9769,"rationale":9770,"selectedPaths":9771,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scikit-learn","Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.","scikit-learn",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scikit-learn/SKILL.md",[9772,9773,9775,9777,9778,9780,9782,9784,9786],{"path":285,"priority":273},{"path":9774,"priority":376},"references/model_evaluation.md",{"path":9776,"priority":376},"references/pipelines_and_composition.md",{"path":9171,"priority":376},{"path":9779,"priority":376},"references/quick_reference.md",{"path":9781,"priority":376},"references/supervised_learning.md",{"path":9783,"priority":376},"references/unsupervised_learning.md",{"path":9785,"priority":639},"scripts/classification_pipeline.py",{"path":9787,"priority":639},"scripts/clustering_analysis.py",{"basePath":9789,"description":9790,"displayName":9791,"installMethods":9792,"rationale":9793,"selectedPaths":9794,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scikit-survival","Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions with concordance index or Brier score, handling competing risks, or implementing any survival analysis workflow with the scikit-survival library.","scikit-survival",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scikit-survival/SKILL.md",[9795,9796,9798,9800,9802,9804,9806],{"path":285,"priority":273},{"path":9797,"priority":376},"references/competing-risks.md",{"path":9799,"priority":376},"references/cox-models.md",{"path":9801,"priority":376},"references/data-handling.md",{"path":9803,"priority":376},"references/ensemble-models.md",{"path":9805,"priority":376},"references/evaluation-metrics.md",{"path":9807,"priority":376},"references/svm-models.md",{"basePath":9809,"description":9810,"displayName":9811,"installMethods":9812,"rationale":9813,"selectedPaths":9814,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/scvi-tools","This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.","scvi-tools",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/scvi-tools/SKILL.md",[9815,9816,9818,9820,9822,9824,9826,9828,9830],{"path":285,"priority":273},{"path":9817,"priority":376},"references/differential-expression.md",{"path":9819,"priority":376},"references/models-atac-seq.md",{"path":9821,"priority":376},"references/models-multimodal.md",{"path":9823,"priority":376},"references/models-scrna-seq.md",{"path":9825,"priority":376},"references/models-spatial.md",{"path":9827,"priority":376},"references/models-specialized.md",{"path":9829,"priority":376},"references/theoretical-foundations.md",{"path":558,"priority":376},{"basePath":9832,"description":9833,"displayName":9834,"installMethods":9835,"rationale":9836,"selectedPaths":9837,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/seaborn","Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.","seaborn",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/seaborn/SKILL.md",[9838,9839,9840,9842],{"path":285,"priority":273},{"path":689,"priority":376},{"path":9841,"priority":376},"references/function_reference.md",{"path":9843,"priority":376},"references/objects_interface.md",{"basePath":9845,"description":9846,"displayName":9847,"installMethods":9848,"rationale":9849,"selectedPaths":9850,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/shap","Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.","shap",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/shap/SKILL.md",[9851,9852,9854,9856,9858],{"path":285,"priority":273},{"path":9853,"priority":376},"references/explainers.md",{"path":9855,"priority":376},"references/plots.md",{"path":9857,"priority":376},"references/theory.md",{"path":558,"priority":376},{"basePath":9860,"description":9861,"displayName":9862,"installMethods":9863,"rationale":9864,"selectedPaths":9865,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/simpy","Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.","simpy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/simpy/SKILL.md",[9866,9867,9869,9871,9873,9875,9876,9878],{"path":285,"priority":273},{"path":9868,"priority":376},"references/events.md",{"path":9870,"priority":376},"references/monitoring.md",{"path":9872,"priority":376},"references/process-interaction.md",{"path":9874,"priority":376},"references/real-time.md",{"path":8955,"priority":376},{"path":9877,"priority":639},"scripts/basic_simulation_template.py",{"path":9879,"priority":639},"scripts/resource_monitor.py",{"basePath":9881,"description":9882,"displayName":9883,"installMethods":9884,"rationale":9885,"selectedPaths":9886,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/stable-baselines3","Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, implementing callbacks for monitoring and control, using vectorized environments for parallel training, and integrating with deep RL workflows. This skill should be used when users request RL algorithm implementation, agent training, environment design, or RL experimentation.","stable-baselines3",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/stable-baselines3/SKILL.md",[9887,9888,9889,9890,9892,9894,9896,9898],{"path":285,"priority":273},{"path":1987,"priority":376},{"path":626,"priority":376},{"path":9891,"priority":376},"references/custom_environments.md",{"path":9893,"priority":376},"references/vectorized_envs.md",{"path":9895,"priority":639},"scripts/custom_env_template.py",{"path":9897,"priority":639},"scripts/evaluate_agent.py",{"path":9899,"priority":639},"scripts/train_rl_agent.py",{"basePath":9901,"description":9902,"displayName":9903,"installMethods":9904,"rationale":9905,"selectedPaths":9906,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/statistical-analysis","Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.","statistical-analysis",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/statistical-analysis/SKILL.md",[9907,9908,9910,9912,9914,9915,9917],{"path":285,"priority":273},{"path":9909,"priority":376},"references/assumptions_and_diagnostics.md",{"path":9911,"priority":376},"references/bayesian_statistics.md",{"path":9913,"priority":376},"references/effect_sizes_and_power.md",{"path":9191,"priority":376},{"path":9916,"priority":376},"references/test_selection_guide.md",{"path":9918,"priority":639},"scripts/assumption_checks.py",{"basePath":9920,"description":9921,"displayName":9922,"installMethods":9923,"rationale":9924,"selectedPaths":9925,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/statsmodels","Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.","statsmodels",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/statsmodels/SKILL.md",[9926,9927,9929,9931,9933,9935],{"path":285,"priority":273},{"path":9928,"priority":376},"references/discrete_choice.md",{"path":9930,"priority":376},"references/glm.md",{"path":9932,"priority":376},"references/linear_models.md",{"path":9934,"priority":376},"references/stats_diagnostics.md",{"path":9936,"priority":376},"references/time_series.md",{"basePath":9938,"description":9939,"displayName":9940,"installMethods":9941,"rationale":9942,"selectedPaths":9943,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/string-database","Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology.","string-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/string-database/SKILL.md",[9944,9945,9947],{"path":285,"priority":273},{"path":9946,"priority":376},"references/string_reference.md",{"path":9948,"priority":639},"scripts/string_api.py",{"basePath":9950,"description":9951,"displayName":9952,"installMethods":9953,"rationale":9954,"selectedPaths":9955,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/sympy","Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.","sympy",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/sympy/SKILL.md",[9956,9957,9959,9961,9963,9965],{"path":285,"priority":273},{"path":9958,"priority":376},"references/advanced-topics.md",{"path":9960,"priority":376},"references/code-generation-printing.md",{"path":9962,"priority":376},"references/core-capabilities.md",{"path":9964,"priority":376},"references/matrices-linear-algebra.md",{"path":9966,"priority":376},"references/physics-mechanics.md",{"basePath":9968,"description":9969,"displayName":9970,"installMethods":9971,"rationale":9972,"selectedPaths":9973,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/torch_geometric","Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.","torch-geometric",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/torch_geometric/SKILL.md",[9974,9975,9977,9979,9981,9983,9985],{"path":285,"priority":273},{"path":9976,"priority":376},"references/datasets_reference.md",{"path":9978,"priority":376},"references/layers_reference.md",{"path":9980,"priority":376},"references/transforms_reference.md",{"path":9982,"priority":639},"scripts/benchmark_model.py",{"path":9984,"priority":639},"scripts/create_gnn_template.py",{"path":9986,"priority":639},"scripts/visualize_graph.py",{"basePath":9988,"description":9989,"displayName":9990,"installMethods":9991,"rationale":9992,"selectedPaths":9993,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/torchdrug","Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.","torchdrug",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/torchdrug/SKILL.md",[9994,9995,9996,9997,9999,10001,10003,10005,10007],{"path":285,"priority":273},{"path":9249,"priority":376},{"path":1681,"priority":376},{"path":9998,"priority":376},"references/knowledge_graphs.md",{"path":10000,"priority":376},"references/models_architectures.md",{"path":10002,"priority":376},"references/molecular_generation.md",{"path":10004,"priority":376},"references/molecular_property_prediction.md",{"path":10006,"priority":376},"references/protein_modeling.md",{"path":10008,"priority":376},"references/retrosynthesis.md",{"basePath":10010,"description":10011,"displayName":10012,"installMethods":10013,"rationale":10014,"selectedPaths":10015,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/transformers","This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection, speech recognition, and fine-tuning models on custom datasets.","transformers",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/transformers/SKILL.md",[10016,10017,10019,10020,10022,10023],{"path":285,"priority":273},{"path":10018,"priority":376},"references/generation.md",{"path":1931,"priority":376},{"path":10021,"priority":376},"references/pipelines.md",{"path":8664,"priority":376},{"path":715,"priority":376},{"basePath":10025,"description":10026,"displayName":10027,"installMethods":10028,"rationale":10029,"selectedPaths":10030,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/treatment-plans","Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.","treatment-plans",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/treatment-plans/SKILL.md",[10031,10032,10033,10035,10037,10039,10041,10043,10045,10047,10049,10050,10052,10054,10056,10057,10059,10061,10063,10065,10067],{"path":285,"priority":273},{"path":547,"priority":548},{"path":10034,"priority":639},"assets/STYLING_QUICK_REFERENCE.md",{"path":10036,"priority":639},"assets/chronic_disease_management_plan.tex",{"path":10038,"priority":639},"assets/general_medical_treatment_plan.tex",{"path":10040,"priority":639},"assets/medical_treatment_plan.sty",{"path":10042,"priority":639},"assets/mental_health_treatment_plan.tex",{"path":10044,"priority":639},"assets/one_page_treatment_plan.tex",{"path":10046,"priority":639},"assets/pain_management_plan.tex",{"path":10048,"priority":639},"assets/perioperative_care_plan.tex",{"path":8158,"priority":639},{"path":10051,"priority":639},"assets/rehabilitation_treatment_plan.tex",{"path":10053,"priority":376},"references/goal_setting_frameworks.md",{"path":10055,"priority":376},"references/intervention_guidelines.md",{"path":8178,"priority":376},{"path":10058,"priority":376},"references/specialty_specific_guidelines.md",{"path":10060,"priority":376},"references/treatment_plan_standards.md",{"path":10062,"priority":639},"scripts/check_completeness.py",{"path":10064,"priority":639},"scripts/generate_template.py",{"path":10066,"priority":639},"scripts/timeline_generator.py",{"path":10068,"priority":639},"scripts/validate_treatment_plan.py",{"basePath":10070,"description":10071,"displayName":10072,"installMethods":10073,"rationale":10074,"selectedPaths":10075,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/umap-learn","UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.","umap-learn",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/umap-learn/SKILL.md",[10076,10077],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":10079,"description":10080,"displayName":10081,"installMethods":10082,"rationale":10083,"selectedPaths":10084,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/uniprot-database","Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services). Use this for direct HTTP/REST work or UniProt-specific control.","uniprot-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/uniprot-database/SKILL.md",[10085,10086,10088,10090,10092,10094],{"path":285,"priority":273},{"path":10087,"priority":376},"references/api_examples.md",{"path":10089,"priority":376},"references/api_fields.md",{"path":10091,"priority":376},"references/id_mapping_databases.md",{"path":10093,"priority":376},"references/query_syntax.md",{"path":10095,"priority":639},"scripts/uniprot_client.py",{"basePath":10097,"description":10098,"displayName":10099,"installMethods":10100,"rationale":10101,"selectedPaths":10102,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/uspto-database","Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.","uspto-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/uspto-database/SKILL.md",[10103,10104,10106,10108,10110,10112,10114,10116],{"path":285,"priority":273},{"path":10105,"priority":376},"references/additional_apis.md",{"path":10107,"priority":376},"references/patentsearch_api.md",{"path":10109,"priority":376},"references/peds_api.md",{"path":10111,"priority":376},"references/trademark_api.md",{"path":10113,"priority":639},"scripts/patent_search.py",{"path":10115,"priority":639},"scripts/peds_client.py",{"path":10117,"priority":639},"scripts/trademark_client.py",{"basePath":10119,"description":10120,"displayName":10121,"installMethods":10122,"rationale":10123,"selectedPaths":10124,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/vaex","Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that don't fit in memory.","vaex",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/vaex/SKILL.md",[10125,10126,10128,10130,10131,10132,10133],{"path":285,"priority":273},{"path":10127,"priority":376},"references/core_dataframes.md",{"path":10129,"priority":376},"references/data_processing.md",{"path":7869,"priority":376},{"path":9167,"priority":376},{"path":598,"priority":376},{"path":1362,"priority":376},{"basePath":10135,"description":10136,"displayName":10137,"installMethods":10138,"rationale":10139,"selectedPaths":10140,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/venue-templates","Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.","venue-templates",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/venue-templates/SKILL.md",[10141,10142,10144,10146,10148,10150,10152,10154,10156,10158,10160,10162,10164,10166],{"path":285,"priority":273},{"path":10143,"priority":639},"assets/grants/nih_specific_aims.tex",{"path":10145,"priority":639},"assets/grants/nsf_proposal_template.tex",{"path":10147,"priority":639},"assets/journals/nature_article.tex",{"path":10149,"priority":639},"assets/journals/neurips_article.tex",{"path":10151,"priority":639},"assets/journals/plos_one.tex",{"path":10153,"priority":639},"assets/posters/beamerposter_academic.tex",{"path":10155,"priority":376},"references/conferences_formatting.md",{"path":10157,"priority":376},"references/grants_requirements.md",{"path":10159,"priority":376},"references/journals_formatting.md",{"path":10161,"priority":376},"references/posters_guidelines.md",{"path":10163,"priority":639},"scripts/customize_template.py",{"path":10165,"priority":639},"scripts/query_template.py",{"path":10167,"priority":639},"scripts/validate_format.py",{"basePath":10169,"description":10170,"displayName":10171,"installMethods":10172,"rationale":10173,"selectedPaths":10174,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/zarr-python","Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.","zarr-python",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/zarr-python/SKILL.md",[10175,10176],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":10178,"description":10179,"displayName":10180,"installMethods":10181,"rationale":10182,"selectedPaths":10183,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/scientific/zinc-database","Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.","zinc-database",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/scientific/zinc-database/SKILL.md",[10184,10185],{"path":285,"priority":273},{"path":6810,"priority":376},{"basePath":10187,"description":10188,"displayName":10189,"installMethods":10190,"rationale":10191,"selectedPaths":10192,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/active-directory-attacks","This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", \"Silver Ticket\", \"AS-REP roasting\", \"NTLM relay\", or needs guidance on Windows domain penetration testing.","active-directory-attacks",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/active-directory-attacks/SKILL.md",[10193,10194],{"path":285,"priority":273},{"path":10195,"priority":376},"references/advanced-attacks.md",{"basePath":10197,"description":10198,"displayName":10199,"installMethods":10200,"rationale":10201,"selectedPaths":10202,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/api-fuzzing-bug-bounty","This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug bounty API testing\", or needs guidance on API security assessment techniques.","api-fuzzing-bug-bounty",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/api-fuzzing-bug-bounty/SKILL.md",[10203],{"path":285,"priority":273},{"basePath":10205,"description":10206,"displayName":10207,"installMethods":10208,"rationale":10209,"selectedPaths":10210,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/api-security-best-practices","Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities","api-security-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/api-security-best-practices/SKILL.md",[10211],{"path":285,"priority":273},{"basePath":10213,"description":10214,"displayName":10215,"installMethods":10216,"rationale":10217,"selectedPaths":10218,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/api-security-testing","API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practices.","api-security-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/api-security-testing/SKILL.md",[10219],{"path":285,"priority":273},{"basePath":10221,"description":10222,"displayName":10223,"installMethods":10224,"rationale":10225,"selectedPaths":10226,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/aws-penetration-testing","This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing\", \"metadata SSRF\", \"Lambda exploitation\", or needs guidance on Amazon Web Services security assessment.","aws-penetration-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/aws-penetration-testing/SKILL.md",[10227,10228],{"path":285,"priority":273},{"path":10229,"priority":376},"references/advanced-aws-pentesting.md",{"basePath":10231,"description":10232,"displayName":10233,"installMethods":10234,"rationale":10235,"selectedPaths":10236,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/broken-authentication","This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate password policies\", \"test for session fixation\", or \"identify authentication bypass flaws\". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications.","broken-authentication",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/broken-authentication/SKILL.md",[10237],{"path":285,"priority":273},{"basePath":10239,"description":10240,"displayName":10241,"installMethods":10242,"rationale":10243,"selectedPaths":10244,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/burp-suite-testing","This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp Repeater\", \"analyze HTTP history\", or \"configure proxy for web testing\". It provides comprehensive guidance for using Burp Suite's core features for web application security testing.","burp-suite-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/burp-suite-testing/SKILL.md",[10245],{"path":285,"priority":273},{"basePath":10247,"description":10248,"displayName":10249,"installMethods":10250,"rationale":10251,"selectedPaths":10252,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/cloud-penetration-testing","This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfigurations\", \"test O365 security\", \"extract secrets from cloud environments\", or \"audit cloud infrastructure\". It provides comprehensive techniques for security assessment across major cloud platforms.","cloud-penetration-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/cloud-penetration-testing/SKILL.md",[10253,10254],{"path":285,"priority":273},{"path":10255,"priority":376},"references/advanced-cloud-scripts.md",{"basePath":10257,"description":10258,"displayName":10259,"installMethods":10260,"rationale":10261,"selectedPaths":10262,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/ethical-hacking-methodology","This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit vulnerabilities\", or \"write penetration test reports\". It provides comprehensive ethical hacking methodology and techniques.","ethical-hacking-methodology",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/ethical-hacking-methodology/SKILL.md",[10263],{"path":285,"priority":273},{"basePath":10265,"description":10266,"displayName":10267,"installMethods":10268,"rationale":10269,"selectedPaths":10270,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/file-path-traversal","This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vulnerabilities\", or \"access files outside web root\". It provides comprehensive file path traversal attack and testing methodologies.","file-path-traversal",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/file-path-traversal/SKILL.md",[10271],{"path":285,"priority":273},{"basePath":10273,"description":10274,"displayName":10275,"installMethods":10276,"rationale":10277,"selectedPaths":10278,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/file-uploads","Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: file upload, S3, R2, presigned URL, multipart.","file-uploads",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/file-uploads/SKILL.md",[10279],{"path":285,"priority":273},{"basePath":10281,"description":10282,"displayName":10283,"installMethods":10284,"rationale":10285,"selectedPaths":10286,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/google-cloud-auth","Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.","google-cloud-auth",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/google-cloud-auth/SKILL.md",[10287],{"path":285,"priority":273},{"basePath":10289,"description":10290,"displayName":10291,"installMethods":10292,"rationale":10293,"selectedPaths":10294,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/google-cloud-waf-security","Generates security-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, identify security requirements, and provide actionable recommendations for IAM, network security, data protection, and operational security.","google-cloud-waf-security",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/google-cloud-waf-security/SKILL.md",[10295],{"path":285,"priority":273},{"basePath":10297,"description":10298,"displayName":10299,"installMethods":10300,"rationale":10301,"selectedPaths":10302,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/html-injection-testing","This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test content injection vulnerabilities\". It provides comprehensive HTML injection attack techniques and testing methodologies.","html-injection-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/html-injection-testing/SKILL.md",[10303],{"path":285,"priority":273},{"basePath":10305,"description":10306,"displayName":10307,"installMethods":10308,"rationale":10309,"selectedPaths":10310,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/idor-testing","This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or object references,\" or \"bypass authorization to access other users' data.\" It provides comprehensive guidance for detecting, exploiting, and remediating IDOR vulnerabilities in web applications.","idor-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/idor-testing/SKILL.md",[10311],{"path":285,"priority":273},{"basePath":10313,"description":10314,"displayName":10315,"installMethods":10316,"rationale":10317,"selectedPaths":10318,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/linux-privilege-escalation","This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"exploit cron jobs for root access\", \"enumerate Linux systems for privilege escalation\", or \"gain root access from low-privilege shell\". It provides comprehensive techniques for identifying and exploiting privilege escalation paths on Linux systems.","linux-privilege-escalation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/linux-privilege-escalation/SKILL.md",[10319],{"path":285,"priority":273},{"basePath":10321,"description":10322,"displayName":10323,"installMethods":10324,"rationale":10325,"selectedPaths":10326,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/metasploit-framework","This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exploitation\", \"use auxiliary modules for scanning\", or \"develop custom exploits\". It provides comprehensive guidance for leveraging the Metasploit Framework in security assessments.","metasploit-framework",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/metasploit-framework/SKILL.md",[10327],{"path":285,"priority":273},{"basePath":10329,"description":10330,"displayName":10331,"installMethods":10332,"rationale":10333,"selectedPaths":10334,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/pentest-checklist","This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"follow security testing best practices\", or needs a structured methodology for penetration testing engagements.","pentest-checklist",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/pentest-checklist/SKILL.md",[10335],{"path":285,"priority":273},{"basePath":10337,"description":10338,"displayName":10339,"installMethods":10340,"rationale":10341,"selectedPaths":10342,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/pentest-commands","This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities with nikto\", \"enumerate networks\", or needs essential penetration testing command references.","pentest-commands",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/pentest-commands/SKILL.md",[10343],{"path":285,"priority":273},{"basePath":10345,"description":10346,"displayName":10347,"installMethods":10348,"rationale":10349,"selectedPaths":10350,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/privilege-escalation-methods","This skill should be used when the user asks to \"escalate privileges\", \"get root access\", \"become administrator\", \"privesc techniques\", \"abuse sudo\", \"exploit SUID binaries\", \"Kerberoasting\", \"pass-the-ticket\", \"token impersonation\", or needs guidance on post-exploitation privilege escalation for Linux or Windows systems.","privilege-escalation-methods",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/privilege-escalation-methods/SKILL.md",[10351],{"path":285,"priority":273},{"basePath":10353,"description":10354,"displayName":10355,"installMethods":10356,"rationale":10357,"selectedPaths":10358,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/red-team-tactics","Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.","red-team-tactics",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/red-team-tactics/SKILL.md",[10359],{"path":285,"priority":273},{"basePath":10361,"description":10362,"displayName":10363,"installMethods":10364,"rationale":10365,"selectedPaths":10366,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/red-team-tools","This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate subdomains\", or needs security researcher techniques and tool configurations from top bug bounty hunters.","red-team-tools",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/red-team-tools/SKILL.md",[10367],{"path":285,"priority":273},{"basePath":10369,"description":10370,"displayName":10371,"installMethods":10372,"rationale":10373,"selectedPaths":10374,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/sast-configuration","Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programming languages.","sast-configuration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/sast-configuration/SKILL.md",[10375],{"path":285,"priority":273},{"basePath":10377,"description":10378,"displayName":10379,"installMethods":10380,"rationale":10381,"selectedPaths":10382,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/scanning-tools","This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detect malware\", \"check cloud security\", or \"evaluate system compliance\". It provides comprehensive guidance on security scanning tools and methodologies.","scanning-tools",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/scanning-tools/SKILL.md",[10383],{"path":285,"priority":273},{"basePath":10385,"description":10386,"displayName":10387,"installMethods":10388,"rationale":10389,"selectedPaths":10390,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/secrets-management","Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.","secrets-management",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/secrets-management/SKILL.md",[10391],{"path":285,"priority":273},{"basePath":10393,"description":10394,"displayName":10395,"installMethods":10396,"rationale":10397,"selectedPaths":10398,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/security-audit","Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening.","security-audit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/security-audit/SKILL.md",[10399],{"path":285,"priority":273},{"basePath":10401,"description":10402,"displayName":10403,"installMethods":10404,"rationale":10405,"selectedPaths":10406,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/security-best-practices","Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.","security-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/security-best-practices/SKILL.md",[10407,10408,10409,10411,10413,10415,10417,10419,10421,10423,10425,10427],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":10410,"priority":376},"references/golang-general-backend-security.md",{"path":10412,"priority":376},"references/javascript-express-web-server-security.md",{"path":10414,"priority":376},"references/javascript-general-web-frontend-security.md",{"path":10416,"priority":376},"references/javascript-jquery-web-frontend-security.md",{"path":10418,"priority":376},"references/javascript-typescript-nextjs-web-server-security.md",{"path":10420,"priority":376},"references/javascript-typescript-react-web-frontend-security.md",{"path":10422,"priority":376},"references/javascript-typescript-vue-web-frontend-security.md",{"path":10424,"priority":376},"references/python-django-web-server-security.md",{"path":10426,"priority":376},"references/python-fastapi-web-server-security.md",{"path":10428,"priority":376},"references/python-flask-web-server-security.md",{"basePath":10430,"description":10431,"displayName":10432,"installMethods":10433,"rationale":10434,"selectedPaths":10435,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/security-ownership-map","Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.","security-ownership-map",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/security-ownership-map/SKILL.md",[10436,10437,10438,10440,10442,10444,10446],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":10439,"priority":376},"references/neo4j-import.md",{"path":10441,"priority":639},"scripts/build_ownership_map.py",{"path":10443,"priority":639},"scripts/community_maintainers.py",{"path":10445,"priority":639},"scripts/query_ownership.py",{"path":10447,"priority":639},"scripts/run_ownership_map.py",{"basePath":10449,"description":10450,"displayName":10451,"installMethods":10452,"rationale":10453,"selectedPaths":10454,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/security-threat-model","Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.","security-threat-model",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/security-threat-model/SKILL.md",[10455,10456,10457,10459],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":10458,"priority":376},"references/prompt-template.md",{"path":10460,"priority":376},"references/security-controls-and-assets.md",{"basePath":10462,"description":10463,"displayName":10464,"installMethods":10465,"rationale":10466,"selectedPaths":10467,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/shodan-reconnaissance","This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges with Shodan,\" or \"discover IoT devices and open ports.\" It provides comprehensive guidance for using Shodan's search engine, CLI, and API for penetration testing reconnaissance.","shodan-reconnaissance",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/shodan-reconnaissance/SKILL.md",[10468],{"path":285,"priority":273},{"basePath":10470,"description":10471,"displayName":10472,"installMethods":10473,"rationale":10474,"selectedPaths":10475,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/smtp-penetration-testing","This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email credentials\", or \"assess mail server security\". It provides comprehensive techniques for testing SMTP server security.","smtp-penetration-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/smtp-penetration-testing/SKILL.md",[10476],{"path":285,"priority":273},{"basePath":10478,"description":10479,"displayName":10480,"installMethods":10481,"rationale":10482,"selectedPaths":10483,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/sql-injection-testing","This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database information through injection\", \"detect SQL injection flaws\", or \"exploit database query vulnerabilities\". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.","sql-injection-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/sql-injection-testing/SKILL.md",[10484],{"path":285,"priority":273},{"basePath":10486,"description":10487,"displayName":10488,"installMethods":10489,"rationale":10490,"selectedPaths":10491,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/sqlmap-database-pentesting","This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns from a vulnerable database,\" or \"perform automated database penetration testing.\" It provides comprehensive guidance for using SQLMap to detect and exploit SQL injection vulnerabilities.","sqlmap-database-pentesting",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/sqlmap-database-pentesting/SKILL.md",[10492],{"path":285,"priority":273},{"basePath":10494,"description":10495,"displayName":10496,"installMethods":10497,"rationale":10498,"selectedPaths":10499,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/ssh-penetration-testing","This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tunneling\", or \"audit SSH security\". It provides comprehensive SSH penetration testing methodologies and techniques.","ssh-penetration-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/ssh-penetration-testing/SKILL.md",[10500],{"path":285,"priority":273},{"basePath":10502,"description":10503,"displayName":10504,"installMethods":10505,"rationale":10506,"selectedPaths":10507,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/supply-chain-guard","Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised packages, malicious versions, filesystem IOCs, C2 indicators, and CI/CD misconfigurations.","supply-chain-guard",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/supply-chain-guard/SKILL.md",[10508,10509,10511,10513,10515,10517],{"path":285,"priority":273},{"path":10510,"priority":376},"references/ioc-database.md",{"path":10512,"priority":639},"scripts/scan-all.sh",{"path":10514,"priority":639},"scripts/scan-ci.sh",{"path":10516,"priority":639},"scripts/scan-npm.sh",{"path":10518,"priority":639},"scripts/scan-python.sh",{"basePath":10520,"description":10521,"displayName":10522,"installMethods":10523,"rationale":10524,"selectedPaths":10525,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/threat-modeling-expert","Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVELY for security architecture reviews, threat identification, or building secure-by-design systems.","threat-modeling-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/threat-modeling-expert/SKILL.md",[10526],{"path":285,"priority":273},{"basePath":10528,"description":10529,"displayName":10530,"installMethods":10531,"rationale":10532,"selectedPaths":10533,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/top-web-vulnerabilities","This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about injection attacks\", \"review access control weaknesses\", \"analyze API security issues\", \"assess security misconfigurations\", \"understand client-side vulnerabilities\", \"examine mobile and IoT security flaws\", or \"reference the OWASP-aligned vulnerability taxonomy\". Use this skill to provide comprehensive vulnerability definitions, root causes, impacts, and mitigation strategies across all major web security categories.","top-web-vulnerabilities",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/top-web-vulnerabilities/SKILL.md",[10534],{"path":285,"priority":273},{"basePath":10536,"description":10537,"displayName":10538,"installMethods":10539,"rationale":10540,"selectedPaths":10541,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/vulnerability-scanner","Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.","vulnerability-scanner",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/vulnerability-scanner/SKILL.md",[10542,10543,10545],{"path":285,"priority":273},{"path":10544,"priority":376},"checklists.md",{"path":10546,"priority":639},"scripts/security_scan.py",{"basePath":10548,"description":10549,"displayName":10550,"installMethods":10551,"rationale":10552,"selectedPaths":10553,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/web-security-testing","Web application security testing workflow for OWASP Top 10 vulnerabilities including injection, XSS, authentication flaws, and access control issues.","web-security-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/web-security-testing/SKILL.md",[10554],{"path":285,"priority":273},{"basePath":10556,"description":10557,"displayName":10558,"installMethods":10559,"rationale":10560,"selectedPaths":10561,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/windows-privilege-escalation","This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows misconfigurations,\" or \"perform post-exploitation privilege escalation.\" It provides comprehensive guidance for discovering and exploiting privilege escalation vulnerabilities in Windows environments.","windows-privilege-escalation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/windows-privilege-escalation/SKILL.md",[10562],{"path":285,"priority":273},{"basePath":10564,"description":10565,"displayName":10566,"installMethods":10567,"rationale":10568,"selectedPaths":10569,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/wireshark-analysis","This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"detect network anomalies\", \"investigate suspicious traffic\", or \"perform protocol analysis\". It provides comprehensive techniques for network packet capture, filtering, and analysis using Wireshark.","wireshark-analysis",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/wireshark-analysis/SKILL.md",[10570],{"path":285,"priority":273},{"basePath":10572,"description":10573,"displayName":10574,"installMethods":10575,"rationale":10576,"selectedPaths":10577,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/wordpress-penetration-testing","This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vulnerabilities\", or \"use WPScan\". It provides comprehensive WordPress security assessment methodologies.","wordpress-penetration-testing",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/wordpress-penetration-testing/SKILL.md",[10578],{"path":285,"priority":273},{"basePath":10580,"description":10581,"displayName":10582,"installMethods":10583,"rationale":10584,"selectedPaths":10585,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/security/xss-html-injection","This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection vulnerabilities\", \"steal cookies via XSS\", or \"bypass content security policies\". It provides comprehensive techniques for detecting, exploiting, and understanding XSS and HTML injection attack vectors in web applications.","xss-html-injection",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/security/xss-html-injection/SKILL.md",[10586],{"path":285,"priority":273},{"basePath":10588,"description":10589,"displayName":10590,"installMethods":10591,"rationale":10592,"selectedPaths":10593,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sentry/code-review","Perform code reviews following Sentry engineering practices. Use when reviewing pull requests, examining code changes, or providing feedback on code quality. Covers security, performance, testing, and design review.","code-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sentry/code-review/SKILL.md",[10594],{"path":285,"priority":273},{"basePath":10596,"description":10597,"displayName":10598,"installMethods":10599,"rationale":10600,"selectedPaths":10601,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sentry/commit","Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.","commit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sentry/commit/SKILL.md",[10602],{"path":285,"priority":273},{"basePath":10604,"description":10605,"displayName":10606,"installMethods":10607,"rationale":10608,"selectedPaths":10609,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sentry/create-pr","Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review guidelines.","create-pr",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sentry/create-pr/SKILL.md",[10610],{"path":285,"priority":273},{"basePath":10612,"description":10613,"displayName":10614,"installMethods":10615,"rationale":10616,"selectedPaths":10617,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sentry/deslop","Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts. Checks diff against main and fixes style inconsistencies.","deslop",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sentry/deslop/SKILL.md",[10618],{"path":285,"priority":273},{"basePath":10620,"description":10621,"displayName":10622,"installMethods":10623,"rationale":10624,"selectedPaths":10625,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sentry/find-bugs","Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.","find-bugs",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sentry/find-bugs/SKILL.md",[10626],{"path":285,"priority":273},{"basePath":10628,"description":10629,"displayName":10630,"installMethods":10631,"rationale":10632,"selectedPaths":10633,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sentry/iterate-pr","Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.","iterate-pr",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sentry/iterate-pr/SKILL.md",[10634],{"path":285,"priority":273},{"basePath":10636,"description":10637,"displayName":10638,"installMethods":10639,"rationale":10640,"selectedPaths":10641,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/sports/footballbin-predictions","Get AI-powered match predictions for Premier League and Champions League including scores, next goal, and corners.","footballbin-predictions",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/sports/footballbin-predictions/SKILL.md",[10642,10643],{"path":285,"priority":273},{"path":10644,"priority":639},"scripts/footballbin.sh",{"basePath":10646,"description":10647,"displayName":10648,"installMethods":10649,"rationale":10650,"selectedPaths":10651,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/browser-automation","Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and anti-detection patterns.  This skill covers Playwright (recommended) and Puppeteer, with patterns for testing, scraping, and agentic browser control. Key insight: Playwright won the framework war. Unless you need Puppeteer's stealth ecosystem or are Chrome-only, Playwright is the better choice in 202","browser-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/browser-automation/SKILL.md",[10652],{"path":285,"priority":273},{"basePath":10654,"description":10655,"displayName":10656,"installMethods":10657,"rationale":10658,"selectedPaths":10659,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/browser-extension-builder","Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization strategies, and Chrome Web Store publishing. Use when: browser extension, chrome extension, firefox addon, extension, manifest v3.","browser-extension-builder",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/browser-extension-builder/SKILL.md",[10660],{"path":285,"priority":273},{"basePath":10662,"description":10663,"displayName":10664,"installMethods":10665,"rationale":10666,"selectedPaths":10667,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/busybox-on-windows","How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.","busybox-on-windows",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/busybox-on-windows/SKILL.md",[10668],{"path":285,"priority":273},{"basePath":10670,"description":10671,"displayName":10672,"installMethods":10673,"rationale":10674,"selectedPaths":10675,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/cf-crawl","Crawl entire websites using Cloudflare Browser Rendering /crawl API. Initiates async crawl jobs, polls for completion, and saves results as markdown files. Useful for ingesting documentation sites, knowledge bases, or any web content into your project context. Requires CLOUDFLARE_ACCOUNT_ID and CLOUDFLARE_API_TOKEN environment variables.","cf-crawl",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/cf-crawl/SKILL.md",[10676],{"path":285,"priority":273},{"basePath":10678,"description":10679,"displayName":10680,"installMethods":10681,"rationale":10682,"selectedPaths":10683,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/domain-name-brainstormer","Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.","domain-name-brainstormer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/domain-name-brainstormer/SKILL.md",[10684,10685],{"path":285,"priority":273},{"path":547,"priority":548},{"basePath":10687,"description":10688,"displayName":10689,"installMethods":10690,"rationale":10691,"selectedPaths":10692,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/geo-fundamentals","Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).","geo-fundamentals",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/geo-fundamentals/SKILL.md",[10693,10694],{"path":285,"priority":273},{"path":10695,"priority":639},"scripts/geo_checker.py",{"basePath":10697,"description":10698,"displayName":10699,"installMethods":10700,"rationale":10701,"selectedPaths":10702,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/network-101","This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or needs guidance on configuring and testing network services for penetration testing labs.","network-101",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/network-101/SKILL.md",[10703],{"path":285,"priority":273},{"basePath":10705,"description":10706,"displayName":10707,"installMethods":10708,"rationale":10709,"selectedPaths":10710,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/playwright-skill","Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.","playwright-skill",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/playwright-skill/SKILL.md",[10711,10712],{"path":285,"priority":273},{"path":10713,"priority":376},"API_REFERENCE.md",{"basePath":10715,"description":10716,"displayName":10717,"installMethods":10718,"rationale":10719,"selectedPaths":10720,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/utilities/skill-share","A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.","skill-share",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/skill-share/SKILL.md",[10721],{"path":285,"priority":273},{"basePath":10723,"description":10724,"displayName":10725,"installMethods":10726,"rationale":10727,"selectedPaths":10728,"source":274,"sourceLanguage":275,"type":251},"cli-tool/components/skills/utilities/template-skill","Replace with description of the skill and when Claude should use it.","template-skill",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/utilities/template-skill/SKILL.md",[10729],{"path":285,"priority":273},{"basePath":10731,"description":10732,"displayName":10733,"installMethods":10734,"rationale":10735,"selectedPaths":10736,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/video/manim","Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control","manim",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/video/manim/SKILL.md",[10737,10738,10740,10742,10744],{"path":285,"priority":273},{"path":10739,"priority":376},"references/animations.md",{"path":10741,"priority":376},"references/latex.md",{"path":10743,"priority":376},"references/mobjects.md",{"path":10745,"priority":376},"references/scenes.md",{"basePath":10747,"description":10748,"displayName":10749,"installMethods":10750,"rationale":10751,"selectedPaths":10752,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/video/motion-canvas","Complete production-ready guide for Motion Canvas with ESM/CommonJS workarounds, full setup templates, and troubleshooting for programmatic video creation using TypeScript","motion-canvas",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/video/motion-canvas/SKILL.md",[10753,10754,10755,10756],{"path":285,"priority":273},{"path":10739,"priority":376},{"path":8988,"priority":376},{"path":10757,"priority":376},"references/signals.md",{"basePath":10759,"description":10760,"displayName":10761,"installMethods":10762,"rationale":10763,"selectedPaths":10764,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/video/remotion","Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositions, and media handling","remotion",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/video/remotion/SKILL.md",[10765,10766,10768,10769,10771,10773,10775,10777,10779,10781,10783,10785,10787,10789,10791,10793,10795,10797,10799,10801,10802,10804,10806,10808,10810,10812,10814,10816,10818,10820,10822,10824],{"path":285,"priority":273},{"path":10767,"priority":376},"references/3d.md",{"path":10739,"priority":376},{"path":10770,"priority":376},"references/assets/charts/bar-chart.tsx",{"path":10772,"priority":376},"references/assets/text-animations-typewriter.tsx",{"path":10774,"priority":376},"references/assets/text-animations-word-highlight.tsx",{"path":10776,"priority":376},"references/assets.md",{"path":10778,"priority":376},"references/audio.md",{"path":10780,"priority":376},"references/calculate-metadata.md",{"path":10782,"priority":376},"references/can-decode.md",{"path":10784,"priority":376},"references/charts.md",{"path":10786,"priority":376},"references/compositions.md",{"path":10788,"priority":376},"references/display-captions.md",{"path":10790,"priority":376},"references/extract-frames.md",{"path":10792,"priority":376},"references/fonts.md",{"path":10794,"priority":376},"references/get-audio-duration.md",{"path":10796,"priority":376},"references/get-video-dimensions.md",{"path":10798,"priority":376},"references/get-video-duration.md",{"path":10800,"priority":376},"references/gifs.md",{"path":8953,"priority":376},{"path":10803,"priority":376},"references/import-srt-captions.md",{"path":10805,"priority":376},"references/lottie.md",{"path":10807,"priority":376},"references/measuring-dom-nodes.md",{"path":10809,"priority":376},"references/measuring-text.md",{"path":10811,"priority":376},"references/sequencing.md",{"path":10813,"priority":376},"references/tailwind.md",{"path":10815,"priority":376},"references/text-animations.md",{"path":10817,"priority":376},"references/timing.md",{"path":10819,"priority":376},"references/transcribe-captions.md",{"path":10821,"priority":376},"references/transitions.md",{"path":10823,"priority":376},"references/trimming.md",{"path":10825,"priority":376},"references/videos.md",{"basePath":10827,"description":10828,"displayName":10829,"installMethods":10830,"rationale":10831,"selectedPaths":10832,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/video/sora","Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI’s video API using the bundled CLI (`scripts/sora.py`), including requests like “generate AI video,” “Sora,” “video remix,” “download video/thumbnail/spritesheet,” and batch video generation; requires `OPENAI_API_KEY` and Sora API access.","sora",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/video/sora/SKILL.md",[10833,10834,10835,10837,10839,10841,10842,10843,10844,10845,10847,10848,10850],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":10836,"priority":639},"assets/sora-small.svg",{"path":10838,"priority":639},"assets/sora.png",{"path":10840,"priority":376},"references/cinematic-shots.md",{"path":2774,"priority":376},{"path":2776,"priority":376},{"path":2780,"priority":376},{"path":2782,"priority":376},{"path":10846,"priority":376},"references/social-ads.md",{"path":378,"priority":376},{"path":10849,"priority":376},"references/video-api.md",{"path":10851,"priority":639},"scripts/sora.py",{"basePath":10853,"description":10854,"displayName":10855,"installMethods":10856,"rationale":10857,"selectedPaths":10858,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-data/bright-data-best-practices","Build production-ready Bright Data integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web scraping, search, browser automation, and structured data extraction. Covers Web Unlocker API, SERP API, Web Scraper API, and Browser API (Scraping Browser).","bright-data-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-data/bright-data-best-practices/SKILL.md",[10859,10860,10862,10864,10866],{"path":285,"priority":273},{"path":10861,"priority":376},"references/browser-api.md",{"path":10863,"priority":376},"references/serp-api.md",{"path":10865,"priority":376},"references/web-scraper-api.md",{"path":10867,"priority":376},"references/web-unlocker.md",{"basePath":10869,"description":10870,"displayName":10871,"installMethods":10872,"rationale":10873,"selectedPaths":10874,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-data/bright-data-mcp","Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions.\n\nUSE FOR: Any URL, webpage, web search, \"scrape\", \"search the web\", \"get data from\", \"look up\", \"find online\", \"research\", structured data from Amazon/LinkedIn/Instagram/TikTok/YouTube/Facebook/X/Reddit, browser automation, e-commerce, social media monitoring, lead generation, reading docs/articles/sites, current events, fact-checking.\n\nReturns clean markdown or structured JSON. Handles JavaScript, CAPTCHAs, bot detection bypass. 60+ tools. Always use Bright Data MCP for any internet task. MUST replace WebFetch and WebSearch.\n","bright-data-mcp",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-data/bright-data-mcp/SKILL.md",[10875,10876,10878],{"path":285,"priority":273},{"path":10877,"priority":376},"references/mcp-setup.md",{"path":10879,"priority":376},"references/mcp-tools.md",{"basePath":10881,"description":10882,"displayName":10883,"installMethods":10884,"rationale":10885,"selectedPaths":10886,"source":274,"sourceLanguage":275,"type":251},"cli-tool/components/skills/web-data/data-feeds","Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Uses Bright Data's Web Data APIs with automatic polling. Returns clean JSON with product details, profiles, reviews, posts, and comments.","data-feeds",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-data/data-feeds/SKILL.md",[10887,10888,10890],{"path":285,"priority":273},{"path":10889,"priority":639},"scripts/datasets.sh",{"path":10891,"priority":639},"scripts/fetch.sh",{"basePath":10893,"description":10894,"displayName":10895,"installMethods":10896,"rationale":10897,"selectedPaths":10898,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-data/design-mirror","Replicate the visual style of any website and apply it to your existing codebase. Use this skill whenever the user wants to match a site's design, mirror a UI aesthetic, make their app look like another site, or replicate a specific visual style from a URL. Trigger on phrases like 'make it look like', 'match the design of', 'copy the style from', 'I want my app to look like X', 'mirror this design', 'inspired by [url]', or any time the user points at a website and says they want their frontend to match it.","design-mirror",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-data/design-mirror/SKILL.md",[10899,10900,10902,10904,10906,10908],{"path":285,"priority":273},{"path":10901,"priority":376},"references/apply-guide.md",{"path":10903,"priority":376},"references/capture-guide.md",{"path":10905,"priority":376},"references/css-extraction.md",{"path":10907,"priority":639},"scripts/scrape_html.sh",{"path":10909,"priority":639},"scripts/screenshot.sh",{"basePath":10911,"description":10912,"displayName":10913,"installMethods":10914,"rationale":10915,"selectedPaths":10916,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-data/scrape","Scrape any webpage as clean markdown via Bright Data Web Unlocker API. Bypasses bot detection and CAPTCHA. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOCKER_ZONE environment variables.","scrape",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-data/scrape/SKILL.md",[10917,10918],{"path":285,"priority":273},{"path":10919,"priority":639},"scripts/scrape.sh",{"basePath":10921,"description":10922,"displayName":10923,"installMethods":10924,"rationale":10925,"selectedPaths":10926,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-data/search","Search Google via Bright Data SERP API. Returns structured JSON results with title, link, and description. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOCKER_ZONE environment variables.","search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-data/search/SKILL.md",[10927,10928],{"path":285,"priority":273},{"path":10929,"priority":639},"scripts/search.sh",{"basePath":10931,"description":10932,"displayName":10933,"installMethods":10934,"rationale":10935,"selectedPaths":10936,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/astro","Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.","astro",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/astro/SKILL.md",[10937],{"path":285,"priority":273},{"basePath":10939,"description":10940,"displayName":10941,"installMethods":10942,"rationale":10943,"selectedPaths":10944,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/blockrun","Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\", \"use gpt\", \"dall-e\", \"deepseek\")","blockrun",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/blockrun/SKILL.md",[10945],{"path":285,"priority":273},{"basePath":10947,"description":10948,"displayName":10949,"installMethods":10950,"rationale":10951,"selectedPaths":10952,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/chrome-extension-developer","Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.","chrome-extension-developer",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/chrome-extension-developer/SKILL.md",[10953],{"path":285,"priority":273},{"basePath":10955,"description":10956,"displayName":10957,"installMethods":10958,"rationale":10959,"selectedPaths":10960,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/drizzle-orm-expert","Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe database layers with Drizzle.","drizzle-orm-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/drizzle-orm-expert/SKILL.md",[10961],{"path":285,"priority":273},{"basePath":10963,"description":10964,"displayName":10965,"installMethods":10966,"rationale":10967,"selectedPaths":10968,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/electron-development","Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code signing, and auto-update.","electron-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/electron-development/SKILL.md",[10969],{"path":285,"priority":273},{"basePath":10971,"description":10972,"displayName":10973,"installMethods":10974,"rationale":10975,"selectedPaths":10976,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/exa-search","Semantic search, similar content discovery, and structured research using Exa API","exa-search",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/exa-search/SKILL.md",[10977],{"path":285,"priority":273},{"basePath":10979,"description":10980,"displayName":10981,"installMethods":10982,"rationale":10983,"selectedPaths":10984,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/expo-deployment","Deploy Expo apps to production","expo-deployment",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/expo-deployment/SKILL.md",[10985],{"path":285,"priority":273},{"basePath":10987,"description":10988,"displayName":10989,"installMethods":10990,"rationale":10991,"selectedPaths":10992,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/fastapi-endpoint","Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest tests. Uses interview-driven planning to clarify data models, authentication method, pagination strategy, and caching before writing any code.","fastapi-endpoint",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/fastapi-endpoint/SKILL.md",[10993],{"path":285,"priority":273},{"basePath":10995,"description":10996,"displayName":10997,"installMethods":10998,"rationale":10999,"selectedPaths":11000,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/firecrawl-scraper","Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API","firecrawl-scraper",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/firecrawl-scraper/SKILL.md",[11001],{"path":285,"priority":273},{"basePath":11003,"description":11004,"displayName":11005,"installMethods":11006,"rationale":11007,"selectedPaths":11008,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/hono","Build ultra-fast web APIs and full-stack apps with Hono — runs on Cloudflare Workers, Deno, Bun, Node.js, and any WinterCG-compatible runtime.","hono",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/hono/SKILL.md",[11009],{"path":285,"priority":273},{"basePath":11011,"description":11012,"displayName":11013,"installMethods":11014,"rationale":11015,"selectedPaths":11016,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/nextjs-app-router-patterns","Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.","nextjs-app-router-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/nextjs-app-router-patterns/SKILL.md",[11017],{"path":285,"priority":273},{"basePath":11019,"description":11020,"displayName":11021,"installMethods":11022,"rationale":11023,"selectedPaths":11024,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/progressive-web-app","Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests, Workbox, 'add to home screen', or wants their web app to work offline, feel native, or be installable.","progressive-web-app",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/progressive-web-app/SKILL.md",[11025],{"path":285,"priority":273},{"basePath":11027,"description":11028,"displayName":11029,"installMethods":11030,"rationale":11031,"selectedPaths":11032,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/react-best-practices","Comprehensive React and Next.js performance optimization guide with 40+ rules for eliminating waterfalls, optimizing bundles, and improving rendering. Use when optimizing React apps, reviewing performance, or refactoring components.","react-best-practices",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/react-best-practices/SKILL.md",[11033,11034,11036,11038,11040,11042,11044,11046,11048,11050,11052,11054,11056,11058,11060,11062,11064,11066,11068,11070,11072,11074,11076,11078,11080,11082,11084,11086,11088,11090,11092,11094,11096,11098,11100,11102,11104,11106,11108,11110,11112,11114,11116,11118,11120,11122,11124,11126],{"path":285,"priority":273},{"path":11035,"priority":376},"references/react-performance-guidelines.md",{"path":11037,"priority":376},"references/rules/_sections.md",{"path":11039,"priority":376},"references/rules/_template.md",{"path":11041,"priority":376},"references/rules/advanced-event-handler-refs.md",{"path":11043,"priority":376},"references/rules/advanced-use-latest.md",{"path":11045,"priority":376},"references/rules/async-api-routes.md",{"path":11047,"priority":376},"references/rules/async-defer-await.md",{"path":11049,"priority":376},"references/rules/async-dependencies.md",{"path":11051,"priority":376},"references/rules/async-parallel.md",{"path":11053,"priority":376},"references/rules/async-suspense-boundaries.md",{"path":11055,"priority":376},"references/rules/bundle-barrel-imports.md",{"path":11057,"priority":376},"references/rules/bundle-conditional.md",{"path":11059,"priority":376},"references/rules/bundle-defer-third-party.md",{"path":11061,"priority":376},"references/rules/bundle-dynamic-imports.md",{"path":11063,"priority":376},"references/rules/bundle-preload.md",{"path":11065,"priority":376},"references/rules/client-event-listeners.md",{"path":11067,"priority":376},"references/rules/client-swr-dedup.md",{"path":11069,"priority":376},"references/rules/download_rules.sh",{"path":11071,"priority":376},"references/rules/js-batch-dom-css.md",{"path":11073,"priority":376},"references/rules/js-cache-function-results.md",{"path":11075,"priority":376},"references/rules/js-cache-property-access.md",{"path":11077,"priority":376},"references/rules/js-cache-storage.md",{"path":11079,"priority":376},"references/rules/js-combine-iterations.md",{"path":11081,"priority":376},"references/rules/js-early-exit.md",{"path":11083,"priority":376},"references/rules/js-hoist-regexp.md",{"path":11085,"priority":376},"references/rules/js-index-maps.md",{"path":11087,"priority":376},"references/rules/js-length-check-first.md",{"path":11089,"priority":376},"references/rules/js-min-max-loop.md",{"path":11091,"priority":376},"references/rules/js-set-map-lookups.md",{"path":11093,"priority":376},"references/rules/js-tosorted-immutable.md",{"path":11095,"priority":376},"references/rules/rendering-activity.md",{"path":11097,"priority":376},"references/rules/rendering-animate-svg-wrapper.md",{"path":11099,"priority":376},"references/rules/rendering-conditional-render.md",{"path":11101,"priority":376},"references/rules/rendering-content-visibility.md",{"path":11103,"priority":376},"references/rules/rendering-hoist-jsx.md",{"path":11105,"priority":376},"references/rules/rendering-hydration-no-flicker.md",{"path":11107,"priority":376},"references/rules/rendering-svg-precision.md",{"path":11109,"priority":376},"references/rules/rerender-defer-reads.md",{"path":11111,"priority":376},"references/rules/rerender-dependencies.md",{"path":11113,"priority":376},"references/rules/rerender-derived-state.md",{"path":11115,"priority":376},"references/rules/rerender-lazy-state-init.md",{"path":11117,"priority":376},"references/rules/rerender-memo.md",{"path":11119,"priority":376},"references/rules/rerender-transitions.md",{"path":11121,"priority":376},"references/rules/server-cache-lru.md",{"path":11123,"priority":376},"references/rules/server-cache-react.md",{"path":11125,"priority":376},"references/rules/server-parallel-fetching.md",{"path":11127,"priority":376},"references/rules/server-serialization.md",{"basePath":11129,"description":11130,"displayName":11131,"installMethods":11132,"rationale":11133,"selectedPaths":11134,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/react-component-performance","Diagnose slow React components and suggest targeted performance fixes.","react-component-performance",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/react-component-performance/SKILL.md",[11135,11136],{"path":285,"priority":273},{"path":689,"priority":376},{"basePath":11138,"description":11139,"displayName":11140,"installMethods":11141,"rationale":11142,"selectedPaths":11143,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/react-native-architecture","Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.","react-native-architecture",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/react-native-architecture/SKILL.md",[11144],{"path":285,"priority":273},{"basePath":11146,"description":11147,"displayName":11148,"installMethods":11149,"rationale":11150,"selectedPaths":11151,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/react-state-management","Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.","react-state-management",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/react-state-management/SKILL.md",[11152],{"path":285,"priority":273},{"basePath":11154,"description":11155,"displayName":11156,"installMethods":11157,"rationale":11158,"selectedPaths":11159,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/roier-seo","Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/performance/accessibility scores, and automatically implements fixes for meta tags, structured data, Core Web Vitals, and accessibility issues.","roier-seo",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/roier-seo/SKILL.md",[11160,11161,11163,11165],{"path":285,"priority":273},{"path":11162,"priority":639},"scripts/audit-api.js",{"path":11164,"priority":639},"scripts/audit.js",{"path":3204,"priority":639},{"basePath":11167,"description":11168,"displayName":11169,"installMethods":11170,"rationale":11171,"selectedPaths":11172,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/segment-cdp","Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices. Use when: segment, analytics.js, customer data platform, cdp, tracking plan.","segment-cdp",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/segment-cdp/SKILL.md",[11173],{"path":285,"priority":273},{"basePath":11175,"description":11176,"displayName":11177,"installMethods":11178,"rationale":11179,"selectedPaths":11180,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/shadcn","Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.","shadcn",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/shadcn/SKILL.md",[11181,11182,11184,11186,11188,11190],{"path":285,"priority":273},{"path":11183,"priority":639},"assets/shadcn-small.png",{"path":11185,"priority":639},"assets/shadcn.png",{"path":11187,"priority":376},"cli.md",{"path":11189,"priority":376},"customization.md",{"path":11191,"priority":376},"mcp.md",{"basePath":11193,"description":11194,"displayName":11195,"installMethods":11196,"rationale":11197,"selectedPaths":11198,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/shopify-apps","Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. Use when: shopify app, shopify, embedded app, polaris, app bridge.","shopify-apps",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/shopify-apps/SKILL.md",[11199],{"path":285,"priority":273},{"basePath":11201,"description":11202,"displayName":11203,"installMethods":11204,"rationale":11205,"selectedPaths":11206,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/shopify-development","Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.\nTRIGGER: \"shopify\", \"shopify app\", \"checkout extension\", \"admin extension\", \"POS extension\",\n\"shopify theme\", \"liquid template\", \"polaris\", \"shopify graphql\", \"shopify webhook\",\n\"shopify billing\", \"app subscription\", \"metafields\", \"shopify functions\"\n","shopify-development",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/shopify-development/SKILL.md",[11207,11208,11209,11210,11212,11214,11216,11217,11219,11221],{"path":285,"priority":273},{"path":547,"priority":548},{"path":8391,"priority":376},{"path":11211,"priority":376},"references/extensions.md",{"path":11213,"priority":376},"references/themes.md",{"path":11215,"priority":639},"scripts/.gitignore",{"path":5195,"priority":639},{"path":11218,"priority":639},"scripts/shopify_graphql.py",{"path":11220,"priority":639},"scripts/shopify_init.py",{"path":11222,"priority":639},"scripts/tests/test_shopify_init.py",{"basePath":11224,"description":11225,"displayName":11226,"installMethods":11227,"rationale":11228,"selectedPaths":11229,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/sveltekit","Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.","sveltekit",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/sveltekit/SKILL.md",[11230],{"path":285,"priority":273},{"basePath":11232,"description":11233,"displayName":11234,"installMethods":11235,"rationale":11236,"selectedPaths":11237,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/tailwind-design-system","Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.","tailwind-design-system",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/tailwind-design-system/SKILL.md",[11238],{"path":285,"priority":273},{"basePath":11240,"description":11241,"displayName":11242,"installMethods":11243,"rationale":11244,"selectedPaths":11245,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/tanstack-query-expert","Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic updates, and Next.js App Router (SSR) integration.","tanstack-query-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/tanstack-query-expert/SKILL.md",[11246],{"path":285,"priority":273},{"basePath":11248,"description":11249,"displayName":11250,"installMethods":11251,"rationale":11252,"selectedPaths":11253,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/tavily-web","Web search, content extraction, crawling, and research capabilities using Tavily API","tavily-web",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/tavily-web/SKILL.md",[11254],{"path":285,"priority":273},{"basePath":11256,"description":11257,"displayName":11258,"installMethods":11259,"rationale":11260,"selectedPaths":11261,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/upstash-qstash","Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, scheduled http, message queue serverless.","upstash-qstash",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/upstash-qstash/SKILL.md",[11262],{"path":285,"priority":273},{"basePath":11264,"description":11265,"displayName":11266,"installMethods":11267,"rationale":11268,"selectedPaths":11269,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/web-performance-optimization","Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance","web-performance-optimization",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/web-performance-optimization/SKILL.md",[11270],{"path":285,"priority":273},{"basePath":11272,"description":11273,"displayName":11274,"installMethods":11275,"rationale":11276,"selectedPaths":11277,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/zod-validation-expert","Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.js, and tRPC.","zod-validation-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/zod-validation-expert/SKILL.md",[11278],{"path":285,"priority":273},{"basePath":11280,"description":11281,"displayName":11282,"installMethods":11283,"rationale":11284,"selectedPaths":11285,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/web-development/zustand-store-ts","Create Zustand stores following established patterns with proper TypeScript types and middleware.","zustand-store-ts",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/web-development/zustand-store-ts/SKILL.md",[11286],{"path":285,"priority":273},{"basePath":11288,"description":11289,"displayName":11290,"installMethods":11291,"rationale":11292,"selectedPaths":11293,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/dependabot-review","Review and manage Dependabot PRs. Categorizes by risk, checks CI status, auto-merges safe updates, and reports issues. Use when the user says \"review dependabot\", \"merge dependabot\", \"dependabot PRs\", or \"update dependencies\".","dependabot-review",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/dependabot-review/SKILL.md",[11294],{"path":285,"priority":273},{"basePath":11296,"description":11297,"displayName":11298,"installMethods":11299,"rationale":11300,"selectedPaths":11301,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/github-actions-templates","Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.","github-actions-templates",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/github-actions-templates/SKILL.md",[11302],{"path":285,"priority":273},{"basePath":11304,"description":11305,"displayName":11306,"installMethods":11307,"rationale":11308,"selectedPaths":11309,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/github-automation","Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.","github-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/github-automation/SKILL.md",[11310],{"path":285,"priority":273},{"basePath":11312,"description":11313,"displayName":11314,"installMethods":11315,"rationale":11316,"selectedPaths":11317,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/gitops-workflow","Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.","gitops-workflow",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/gitops-workflow/SKILL.md",[11318,11319,11321],{"path":285,"priority":273},{"path":11320,"priority":376},"references/argocd-setup.md",{"path":11322,"priority":376},"references/sync-policies.md",{"basePath":11324,"description":11325,"displayName":11326,"installMethods":11327,"rationale":11328,"selectedPaths":11329,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/inngest","Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven workflow, step function, durable execution.","inngest",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/inngest/SKILL.md",[11330],{"path":285,"priority":273},{"basePath":11332,"description":11333,"displayName":11334,"installMethods":11335,"rationale":11336,"selectedPaths":11337,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/jira-automation","Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.","jira-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/jira-automation/SKILL.md",[11338],{"path":285,"priority":273},{"basePath":11340,"description":11341,"displayName":11342,"installMethods":11343,"rationale":11344,"selectedPaths":11345,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/linear-automation","Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.","linear-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/linear-automation/SKILL.md",[11346],{"path":285,"priority":273},{"basePath":11348,"description":11349,"displayName":11350,"installMethods":11351,"rationale":11352,"selectedPaths":11353,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n/n8n-code-javascript","Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.","n8n-code-javascript",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n/n8n-code-javascript/SKILL.md",[11354,11355,11356,11358,11360,11362],{"path":285,"priority":273},{"path":547,"priority":548},{"path":11357,"priority":376},"BUILTIN_FUNCTIONS.md",{"path":11359,"priority":376},"COMMON_PATTERNS.md",{"path":11361,"priority":376},"DATA_ACCESS.md",{"path":11363,"priority":376},"ERROR_PATTERNS.md",{"basePath":11365,"description":11366,"displayName":11367,"installMethods":11368,"rationale":11369,"selectedPaths":11370,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n/n8n-code-python","Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.","n8n-code-python",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n/n8n-code-python/SKILL.md",[11371,11372,11373,11374,11375,11376],{"path":285,"priority":273},{"path":547,"priority":548},{"path":11359,"priority":376},{"path":11361,"priority":376},{"path":11363,"priority":376},{"path":11377,"priority":376},"STANDARD_LIBRARY.md",{"basePath":11379,"description":11380,"displayName":11381,"installMethods":11382,"rationale":11383,"selectedPaths":11384,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n/n8n-expression-syntax","Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows.","n8n-expression-syntax",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n/n8n-expression-syntax/SKILL.md",[11385,11386,11387,11389],{"path":285,"priority":273},{"path":547,"priority":548},{"path":11388,"priority":376},"COMMON_MISTAKES.md",{"path":2027,"priority":376},{"basePath":11391,"description":11392,"displayName":11393,"installMethods":11394,"rationale":11395,"selectedPaths":11396,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n/n8n-mcp-tools-expert","Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.","n8n-mcp-tools-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n/n8n-mcp-tools-expert/SKILL.md",[11397,11398,11399,11401,11403],{"path":285,"priority":273},{"path":547,"priority":548},{"path":11400,"priority":376},"SEARCH_GUIDE.md",{"path":11402,"priority":376},"VALIDATION_GUIDE.md",{"path":11404,"priority":376},"WORKFLOW_GUIDE.md",{"basePath":11406,"description":11407,"displayName":11408,"installMethods":11409,"rationale":11410,"selectedPaths":11411,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n/n8n-node-configuration","Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node_essentials and get_node_info, or learning common configuration patterns by node type.","n8n-node-configuration",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n/n8n-node-configuration/SKILL.md",[11412,11413,11414,11416],{"path":285,"priority":273},{"path":547,"priority":548},{"path":11415,"priority":376},"DEPENDENCIES.md",{"path":11417,"priority":376},"OPERATION_PATTERNS.md",{"basePath":11419,"description":11420,"displayName":11421,"installMethods":11422,"rationale":11423,"selectedPaths":11424,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n/n8n-validation-expert","Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, or the validation loop process.","n8n-validation-expert",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n/n8n-validation-expert/SKILL.md",[11425,11426,11427,11429],{"path":285,"priority":273},{"path":547,"priority":548},{"path":11428,"priority":376},"ERROR_CATALOG.md",{"path":11430,"priority":376},"FALSE_POSITIVES.md",{"basePath":11432,"description":11433,"displayName":11434,"installMethods":11435,"rationale":11436,"selectedPaths":11437,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/n8n-workflow-patterns","Proven architectural patterns for building n8n workflows.","n8n-workflow-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/n8n-workflow-patterns/SKILL.md (coalesced with duplicate skill at cli-tool/components/skills/workflow-automation/n8n/n8n-workflow-patterns)",[11438],{"path":285,"priority":273},{"basePath":11440,"description":11441,"displayName":11442,"installMethods":11443,"rationale":11444,"selectedPaths":11445,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/slack-automation","Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.","slack-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/slack-automation/SKILL.md",[11446],{"path":285,"priority":273},{"basePath":11448,"description":11449,"displayName":11450,"installMethods":11451,"rationale":11452,"selectedPaths":11453,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/trigger-dev","Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background task, ai background job, long running task.","trigger-dev",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/trigger-dev/SKILL.md",[11454],{"path":285,"priority":273},{"basePath":11456,"description":11457,"displayName":11458,"installMethods":11459,"rationale":11460,"selectedPaths":11461,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/workflow-automation","Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off.  This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation.  Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility","workflow-automation",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/workflow-automation/SKILL.md",[11462],{"path":285,"priority":273},{"basePath":11464,"description":11465,"displayName":11466,"installMethods":11467,"rationale":11468,"selectedPaths":11469,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/yeet","Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).","yeet",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/yeet/SKILL.md",[11470,11471,11472,11474],{"path":285,"priority":273},{"path":1543,"priority":548},{"path":11473,"priority":639},"assets/yeet-small.svg",{"path":11475,"priority":639},"assets/yeet.png",{"basePath":11477,"description":11478,"displayName":11479,"installMethods":11480,"rationale":11481,"selectedPaths":11482,"source":274,"sourceLanguage":18,"type":251},"cli-tool/components/skills/workflow-automation/zapier-make-patterns","No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points.  This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power ","zapier-make-patterns",{"claudeCode":12},"SKILL.md frontmatter at cli-tool/components/skills/workflow-automation/zapier-make-patterns/SKILL.md",[11483],{"path":285,"priority":273},{"basePath":11485,"description":11486,"displayName":249,"installMethods":11487,"license":241,"rationale":11488,"selectedPaths":11489,"source":274,"sourceLanguage":275,"type":11496},"","Component templates and tracking system for Claude Code",{"npm":249},"cli ecosystem detected at / (coalesced with duplicate cli at cli-tool)",[11490,11492,11493,11494],{"path":11491,"priority":273},"package.json",{"path":547,"priority":273},{"path":1027,"priority":548},{"path":11495,"priority":376},"cli-tool/bin/create-claude-config.js","cli",{"sources":11498},[11499],"manual",{"npmPackage":249},{"closedIssues90d":232,"description":11502,"forks":233,"homepage":11503,"license":241,"openIssues90d":235,"pushedAt":236,"readmeSize":230,"stars":237,"topics":11504},"CLI tool for configuring and monitoring Claude Code","https://aitmpl.com",[11505,11506,11507,11508],"anthropic","anthropic-claude","claude","claude-code",{"downloads":239},{"classifiedAt":11511,"discoverAt":11512,"extractAt":11513,"githubAt":11513,"npmAt":11514,"updatedAt":11511},1778685991117,1778685971275,1778685982774,1778685986501,[214,216,213,212,215],{"evaluatedAt":245,"extractAt":11517,"updatedAt":245},1778685991755,[],[11520,11550,11570,11592,11610,11637],{"_creationTime":11521,"_id":11522,"community":11523,"display":11524,"identity":11529,"providers":11534,"relations":11543,"tags":11546,"workflow":11547},1778695116697.1868,"k1711yt90txbs2bxwzc8nn8f6h86nnyh",{"reviewCount":8},{"description":10,"installMethods":11525,"name":11527,"sourceUrl":11528},{"claudeCode":11526},"Orchestra-Research/AI-Research-SKILLs","BigCode Evaluation Harness","https://github.com/Orchestra-Research/AI-Research-SKILLs",{"basePath":11530,"githubOwner":11531,"githubRepo":11532,"locale":18,"slug":11533,"type":251},"11-evaluation/bigcode-evaluation-harness","Orchestra-Research","AI-Research-SKILLs","bigcode-evaluation-harness",{"evaluate":11535,"extract":11542},{"promptVersionExtension":205,"promptVersionScoring":206,"score":11536,"tags":11537,"targetMarket":217,"tier":11541},98,[212,213,214,11538,11539,216,11540],"code-models","pass-k","python","verified",{"commitSha":257,"license":241},{"parentExtensionId":11544,"repoId":11545},"k17155ws9qc0hw7a568bg79sfd86max8","kd70hj1y80mhra5xm5g188j5n586mg18",[214,216,213,11538,212,11539,11540],{"evaluatedAt":11548,"extractAt":11549,"updatedAt":11548},1778696587680,1778695116697,{"_creationTime":11551,"_id":11552,"community":11553,"display":11554,"identity":11556,"providers":11558,"relations":11566,"tags":11567,"workflow":11568},1778685991755.7107,"k17eas7xp5t5xqjvs617c31jrh86ms9a",{"reviewCount":8},{"description":740,"installMethods":11555,"name":741,"sourceUrl":14},{"claudeCode":12},{"basePath":739,"githubOwner":248,"githubRepo":249,"locale":18,"slug":11557,"type":251},"evaluation-lm-evaluation-harness",{"evaluate":11559,"extract":11565},{"promptVersionExtension":205,"promptVersionScoring":206,"score":11560,"tags":11561,"targetMarket":217,"tier":11541},99,[212,11562,214,11563,11564],"llm","academic","machine-learning",{"commitSha":257},{"repoId":259},[11563,214,212,11562,11564],{"evaluatedAt":11569,"extractAt":11517,"updatedAt":11569},1778687121065,{"_creationTime":11571,"_id":11572,"community":11573,"display":11574,"identity":11576,"providers":11579,"relations":11588,"tags":11589,"workflow":11590},1778695116697.1873,"k179196ne4yxz34r35wtwykzwh86mxtx",{"reviewCount":8},{"description":755,"installMethods":11575,"name":756,"sourceUrl":11528},{"claudeCode":11526},{"basePath":11577,"githubOwner":11531,"githubRepo":11532,"locale":18,"slug":11578,"type":251},"11-evaluation/nemo-evaluator","nemo-evaluator",{"evaluate":11580,"extract":11587},{"promptVersionExtension":205,"promptVersionScoring":206,"score":11536,"tags":11581,"targetMarket":217,"tier":11541},[212,11562,214,11582,11583,11584,11585,11586],"nvidia","ne-mo","docker","slurm","enterprise",{"commitSha":257},{"parentExtensionId":11544,"repoId":11545},[214,11584,11586,212,11562,11583,11582,11585],{"evaluatedAt":11591,"extractAt":11549,"updatedAt":11591},1778696624094,{"_creationTime":11593,"_id":11594,"community":11595,"display":11596,"identity":11599,"providers":11601,"relations":11606,"tags":11607,"workflow":11608},1778695116697.187,"k17acdb8pcw896dyrhxbx3ka6186nk86",{"reviewCount":8},{"description":740,"installMethods":11597,"name":11598,"sourceUrl":11528},{"claudeCode":11526},"lm-evaluation-harness",{"basePath":11600,"githubOwner":11531,"githubRepo":11532,"locale":18,"slug":11598,"type":251},"11-evaluation/lm-evaluation-harness",{"evaluate":11602,"extract":11605},{"promptVersionExtension":205,"promptVersionScoring":206,"score":11536,"tags":11603,"targetMarket":217,"tier":11541},[212,11562,214,11563,11604],"model-quality",{"commitSha":257,"license":241},{"parentExtensionId":11544,"repoId":11545},[11563,214,212,11562,11604],{"evaluatedAt":11609,"extractAt":11549,"updatedAt":11609},1778696605768,{"_creationTime":11611,"_id":11612,"community":11613,"display":11614,"identity":11620,"providers":11623,"relations":11631,"tags":11633,"workflow":11634},1778687183932.1843,"k17b2ppx27h6nbm8qn73wn5pyx86msea",{"reviewCount":8},{"description":11615,"installMethods":11616,"name":11618,"sourceUrl":11619},"Performance regression detection using the browse daemon. Establishes\nbaselines for page load times, Core Web Vitals, and resource sizes.\nCompares before/after on every PR. Tracks performance trends over time.\nUse when: \"performance\", \"benchmark\", \"page speed\", \"lighthouse\", \"web vitals\",\n\"bundle size\", \"load time\". (gstack)\nVoice triggers (speech-to-text aliases): \"speed test\", \"check performance\".\n",{"claudeCode":11617},"garrytan/gstack","benchmark","https://github.com/garrytan/gstack",{"basePath":11618,"githubOwner":11621,"githubRepo":11622,"locale":18,"slug":11618,"type":251},"garrytan","gstack",{"evaluate":11624,"extract":11630},{"promptVersionExtension":205,"promptVersionScoring":206,"score":11625,"tags":11626,"targetMarket":217,"tier":11541},100,[5360,11627,11628,11629,214],"web-vitals","load-time","regression-testing",{"commitSha":257,"license":241},{"repoId":11632},"kd73s35xh97m9mmc5nz3pb1f3n86m0an",[214,11628,5360,11629,11627],{"evaluatedAt":11635,"extractAt":11636,"updatedAt":11635},1778687260698,1778687183932,{"_creationTime":11638,"_id":11639,"community":11640,"display":11641,"identity":11647,"providers":11652,"relations":11662,"tags":11665,"workflow":11666},1778675056600.2642,"k17aczx5qdprvyyqzzhkg5epys86nv76",{"reviewCount":8},{"description":11642,"installMethods":11643,"name":11645,"sourceUrl":11646},"Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards.",{"claudeCode":11644},"alirezarezvani/claude-skills","Social Media Analyzer","https://github.com/alirezarezvani/claude-skills",{"basePath":11648,"githubOwner":11649,"githubRepo":11650,"locale":18,"slug":11651,"type":251},"marketing-skill/skills/social-media-analyzer","alirezarezvani","claude-skills","social-media-analyzer",{"evaluate":11653,"extract":11661},{"promptVersionExtension":205,"promptVersionScoring":206,"score":11625,"tags":11654,"targetMarket":217,"tier":11541},[11655,11656,11657,11658,11659,11660,214],"social-media","marketing","analytics","performance-tracking","roi","engagement-metrics",{"commitSha":257,"license":241},{"parentExtensionId":11663,"repoId":11664},"k170sws65f0ebecn36z3q8c2z186m477","kd7ff9s1w43mfyy1n7hf87816186m6px",[11657,214,11660,11656,11658,11659,11655],{"evaluatedAt":11667,"extractAt":11668,"updatedAt":11667},1778685204538,1778675056600]