[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-NeoLabHQ-why-zh-CN":3,"guides-for-NeoLabHQ-why":1156,"similar-k1745s8efg8h5rs1mtnf6weqs186njwd-zh-CN":1157},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":254,"isFallback":237,"parentExtension":260,"providers":317,"relations":321,"repo":322,"tags":1154,"workflow":1155},1778694480889.9558,"k1745s8efg8h5rs1mtnf6weqs186njwd",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Iterative Five Whys root cause analysis drilling from symptoms to fundamentals",{"claudeCode":12},"NeoLabHQ/context-engineering-kit","Five Whys Analysis","https://github.com/NeoLabHQ/context-engineering-kit",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":235,"workflow":252},1778695285134.8232,"kn7bfk3q9mfvsh8y2ewmj3p0wx86mx5h","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"practices":204,"prerequisites":208,"promptVersionExtension":209,"promptVersionScoring":210,"purpose":211,"rationale":212,"score":213,"summary":214,"tags":215,"targetMarket":221,"tier":222,"useCases":223,"workflow":228},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,99,103,107,110,113,116,120,123,126,129,132,135,138,142,146,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the problem of performing iterative Five Whys root cause analysis to drill from symptoms to fundamentals.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill provides a structured methodology for root cause analysis, going beyond basic LLM capabilities by guiding the iterative 'why' process and offering examples of its application.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill is fully implemented and addresses its stated purpose of root cause analysis through a clear process and examples, suitable for direct workflow integration.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill focuses solely on the Five Whys root cause analysis methodology, adhering to a single domain.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the skill's functionality as described in the SKILL.md.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This is a skill, not an MCP server, and does not expose tools in the same manner.",{"category":45,"check":46,"severity":24,"summary":47},"Documentation","Configuration & parameter reference","The SKILL.md documents the ISSUE and DEPTH variables with their default values and purpose.",{"category":33,"check":49,"severity":24,"summary":50},"Tool naming","The skill is named 'why' and the command is also '/why', which is descriptive and domain-relevant.",{"category":33,"check":52,"severity":24,"summary":53},"Minimal I/O surface","The skill takes an optional ISSUE argument and returns a structured analysis with clearly defined steps and root causes, not extraneous data.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The extension is licensed under GPL-3.0, as indicated by the LICENSE file and badges in the README.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The last commit was on 2026-05-06, which is within the last 3 months.",{"category":59,"check":63,"severity":42,"summary":64},"Dependency Management","The skill appears to have no third-party dependencies that require management.",{"category":66,"check":67,"severity":42,"summary":68},"Security","Secret Management","The skill does not handle or use any secrets.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill operates on user-provided text for the issue description and follows a defined process, with no indication of loading untrusted external content as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill does not fetch external content at runtime or include any patterns that would introduce transitive supply-chain risks.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill processes text and does not interact with the file system or perform operations outside its defined scope.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No detached-process spawns or deny-retry loops are present in the skill's logic.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill processes user input locally and does not perform any outbound calls or reference confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The SKILL.md and README do not contain any hidden text tricks, invisible characters, or other obfuscation methods.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's logic is presented as plain text instructions and does not involve obfuscated code or runtime script fetching.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill operates on text input and does not make assumptions about the user's project file structure.",{"category":96,"check":97,"severity":24,"summary":98},"Trust","Issues Attention","The repository has 6 open issues and 8 closed issues in the last 90 days, indicating active maintenance with a reasonable closure rate.",{"category":100,"check":101,"severity":24,"summary":102},"Versioning","Release Management","The commit history shows recent activity, and the repository is part of a larger project with versioned releases, indicating a managed lifecycle.",{"category":104,"check":105,"severity":24,"summary":106},"Code Execution","Validation","The skill's input (ISSUE description) is processed as text, and its structured output is defined within the SKILL.md, implying no complex validation is needed beyond basic text handling.",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","The skill is purely analytical and does not perform any destructive operations.",{"category":104,"check":111,"severity":24,"summary":112},"Error Handling","The skill's process is defined by clear steps; any unexpected input would likely lead to a refusal to proceed or a request for clarification, rather than crashing.",{"category":104,"check":114,"severity":42,"summary":115},"Logging","As this skill is purely analytical and doesn't perform destructive actions or outbound calls, dedicated logging is not applicable.",{"category":117,"check":118,"severity":24,"summary":119},"Compliance","GDPR","The skill processes user-provided text and does not inherently operate on personal data without user consent.",{"category":117,"check":121,"severity":24,"summary":122},"Target market","The skill's methodology is universal and not tied to any specific geography or legal jurisdiction; targetMarket is global.",{"category":92,"check":124,"severity":24,"summary":125},"Runtime stability","The skill operates on text and does not rely on specific OS, shell, or editor features, making it portable.",{"category":45,"check":127,"severity":24,"summary":128},"README","The README file exists and provides a good overview of the Context Engineering Kit, including a link to the specific 'why' skill's documentation.",{"category":33,"check":130,"severity":42,"summary":131},"Tool surface size","This is a single-skill extension, not a multi-tool command.",{"category":40,"check":133,"severity":42,"summary":134},"Overlapping near-synonym tools","This is a single-skill extension with no overlapping tools.",{"category":45,"check":136,"severity":24,"summary":137},"Phantom features","All advertised features of the 'why' skill are implemented and documented in the SKILL.md.",{"category":139,"check":140,"severity":24,"summary":141},"Install","Installation instruction","The README provides clear installation instructions for Claude Code and other platforms, including copy-pasteable examples.",{"category":143,"check":144,"severity":24,"summary":145},"Errors","Actionable error messages","The skill's logic implies clear steps and expected inputs; any deviation would likely result in a request for clarification or a polite refusal, aligning with actionable error reporting.",{"category":147,"check":148,"severity":42,"summary":149},"Execution","Pinned dependencies","The skill does not appear to use third-party dependencies that require pinning.",{"category":33,"check":151,"severity":42,"summary":152},"Dry-run preview","The skill is purely analytical and does not perform state-changing operations or send data outward.",{"category":154,"check":155,"severity":42,"summary":156},"Protocol","Idempotent retry & timeouts","The skill is self-contained and analytical, not involving remote calls or state-changing operations that would require idempotency or timeouts.",{"category":117,"check":158,"severity":24,"summary":159},"Telemetry opt-in","The skill operates locally and does not appear to emit any telemetry, fulfilling the opt-in requirement by default.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The skill's purpose is precisely defined as iterative Five Whys root cause analysis, with clear triggers and examples provided in the SKILL.md.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter in SKILL.md is concise and effectively summarizes the skill's core capability and usage.",{"category":45,"check":167,"severity":24,"summary":168},"Concise Body","The SKILL.md is well-structured and concise, with steps and examples clearly laid out without unnecessary verbosity.",{"category":170,"check":171,"severity":42,"summary":172},"Context","Progressive Disclosure","The skill is self-contained and does not require progressive disclosure of information from separate files.",{"category":170,"check":174,"severity":42,"summary":175},"Forked exploration","This skill is not an exploration-heavy skill and does not require forked exploration.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The SKILL.md includes three clear, end-to-end examples demonstrating the input, invocation, and expected output for different scenarios.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The 'Notes' section in SKILL.md addresses limitations and nuances of the Five Whys method, serving as documentation for potential edge cases and recovery.",{"category":104,"check":183,"severity":42,"summary":184},"Tool Fallback","The skill does not rely on external MCP servers or tools, thus fallback is not applicable.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The process described in SKILL.md implies that unexpected pre-state or input would lead to a halt or request for clarification, rather than proceeding with destructive actions.",{"category":92,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The skill is self-contained and does not implicitly rely on other skills from the Context Engineering Kit.",1778695284679,"This skill implements the Five Whys methodology for iterative root cause analysis. It guides users through a series of 'why' questions to move from surface symptoms to fundamental causes, providing clear steps, examples, and notes on applying the technique effectively.",[195,196,197,198,199],"Iterative Five Whys analysis","Drills from symptoms to root causes","Provides clear steps and guidance","Includes multiple realistic examples","Documents limitations and best practices",[201,202,203],"Providing pre-defined solutions","Automating the solution implementation","Replacing expert human judgment",[205,206,207],"Root Cause Analysis","Problem Solving","Continuous Improvement",[],"3.0.0","4.4.0","To provide a structured and guided process for uncovering the fundamental root causes of problems, enabling more effective and lasting solutions.","High score due to extensive checks passing, with no warnings or criticals. The skill is well-documented, functional, and adheres to best practices.",98,"A well-implemented and documented skill for performing Five Whys root cause analysis.",[216,217,218,219,220],"analysis","root-cause","debugging","problem-solving","kaizen","global","verified",[224,225,226,227],"Investigating production bugs","Diagnosing CI/CD pipeline failures","Analyzing complex systemic issues","Improving process and automation",[229,230,231,232,233,234],"State the problem clearly","Ask 'Why did this happen?' and document the answer","Repeat 'Why?' for each answer until root cause is reached","Validate by working backwards from root cause to symptom","Explore multiple branches if needed","Propose solutions addressing root causes",{"codeQuality":236,"collectedAt":238,"documentation":239,"maintenance":242,"security":249,"testCoverage":251},{"hasLockfile":237},true,1778695269313,{"descriptionLength":240,"readmeSize":241},78,40436,{"closedIssues90d":243,"forks":244,"hasChangelog":245,"openIssues90d":246,"pushedAt":247,"stars":248},8,89,false,6,1778029371000,993,{"hasNpmPackage":245,"license":250,"smitheryVerified":245},"GPL-3.0",{"hasCi":245,"hasTests":237},{"updatedAt":253},1778695285134,{"basePath":255,"githubOwner":256,"githubRepo":257,"locale":18,"slug":258,"type":259},"plugins/kaizen/skills/why","NeoLabHQ","context-engineering-kit","why","skill",{"_creationTime":261,"_id":262,"community":263,"display":264,"identity":267,"parentExtension":270,"providers":304,"relations":313,"tags":314,"workflow":315},1778694480889.9463,"k17884m6t3p8517a1d2zjp8zbd86n13x",{"reviewCount":8},{"description":265,"installMethods":266,"name":220,"sourceUrl":14},"Inspired by Japanese continuous improvement philosophy, Agile and Lean development practices. Introduces commands for analysis of root cause of issues and problems, including 5 Whys, Cause and Effect Analysis, and other techniques.",{"claudeCode":220},{"basePath":268,"githubOwner":256,"githubRepo":257,"locale":18,"slug":220,"type":269},"plugins/kaizen","plugin",{"_creationTime":271,"_id":272,"community":273,"display":274,"identity":278,"providers":281,"relations":298,"tags":300,"workflow":301},1778694480889.9443,"k173g7jx10ba2yhdcc5s3cc1jd86mzfh",{"reviewCount":8},{"description":275,"installMethods":276,"name":277,"sourceUrl":14},"Hand-crafted collection of advanced context engineering techniques and patterns with minimal token footprint focused on improving agent result quality.",{"claudeCode":12},"Context Engineering Kit",{"basePath":279,"githubOwner":256,"githubRepo":257,"locale":18,"slug":257,"type":280},"","marketplace",{"evaluate":282,"extract":291},{"promptVersionExtension":283,"promptVersionScoring":210,"score":284,"tags":285,"targetMarket":221,"tier":222},"3.1.0",97,[286,287,288,289,290],"context-engineering","agent-productivity","llm-patterns","code-quality","developer-tools",{"commitSha":292,"license":293,"marketplace":294,"plugin":296},"HEAD","GPL-3.0-or-later",{"name":257,"pluginCount":295,"version":209},13,{"mcpCount":8,"provider":297,"skillCount":8},"classify",{"repoId":299},"kd7a3rj13ezgx1wgm0jfh08hsx86n0sz",[287,289,286,290,288],{"evaluatedAt":302,"extractAt":303,"updatedAt":302},1778694497063,1778694480890,{"evaluate":305,"extract":310},{"promptVersionExtension":209,"promptVersionScoring":210,"score":306,"tags":307,"targetMarket":221,"tier":222},99,[220,308,309,219,216,217],"agile","lean",{"commitSha":292,"plugin":311},{"mcpCount":8,"provider":297,"skillCount":312},7,{"parentExtensionId":272,"repoId":299},[308,216,220,309,219,217],{"evaluatedAt":316,"extractAt":303,"updatedAt":316},1778694616876,{"evaluate":318,"extract":320},{"promptVersionExtension":209,"promptVersionScoring":210,"score":213,"tags":319,"targetMarket":221,"tier":222},[216,217,218,219,220],{"commitSha":292,"license":250},{"parentExtensionId":262,"repoId":299},{"_creationTime":323,"_id":299,"identity":324,"providers":325,"workflow":1150},1778694475065.1633,{"githubOwner":256,"githubRepo":257,"sourceUrl":14},{"classify":326,"discover":1135,"github":1138},{"commitSha":292,"extensions":327},[328,341,380,405,428,443,476,485,522,542,577,590,599,618,641,650,658,665,673,681,689,697,705,713,721,729,737,745,753,761,769,777,785,793,801,809,817,825,833,841,849,857,865,873,881,888,896,904,909,917,925,933,941,949,957,965,973,981,989,997,1005,1013,1021,1029,1037,1045,1053,1061,1069,1077,1085,1093,1101,1111,1119,1127],{"basePath":279,"description":275,"displayName":257,"installMethods":329,"rationale":330,"selectedPaths":331,"source":340,"sourceLanguage":18,"type":280},{"claudeCode":12},"marketplace.json at .claude-plugin/marketplace.json",[332,335,337],{"path":333,"priority":334},".claude-plugin/marketplace.json","mandatory",{"path":336,"priority":334},"README.md",{"path":338,"priority":339},"LICENSE","high","rule",{"basePath":342,"description":343,"displayName":344,"installMethods":345,"rationale":346,"selectedPaths":347,"source":340,"sourceLanguage":18,"type":269},"plugins/reflexion","Collection of commands that force LLM to reflect on previous response and output. Based on papers like Self-Refine and Reflexion. These techniques improve the output of large language models by introducing feedback and refinement loops.","reflexion",{"claudeCode":344},"plugin manifest at plugins/reflexion/.claude-plugin/plugin.json",[348,350,351,354,356,358,360,362,364,366,368,370,372,374,376,378],{"path":349,"priority":334},".claude-plugin/plugin.json",{"path":336,"priority":334},{"path":352,"priority":353},"skills/critique/SKILL.md","medium",{"path":355,"priority":353},"skills/memorize/SKILL.md",{"path":357,"priority":353},"skills/reflect/SKILL.md",{"path":359,"priority":339},"hooks/.gitignore",{"path":361,"priority":339},"hooks/README.md",{"path":363,"priority":339},"hooks/hooks.json",{"path":365,"priority":339},"hooks/package.json",{"path":367,"priority":339},"hooks/src/index.ts",{"path":369,"priority":339},"hooks/src/lib.ts",{"path":371,"priority":339},"hooks/src/onStopHandler.test.ts",{"path":373,"priority":339},"hooks/src/onStopHandler.ts",{"path":375,"priority":339},"hooks/src/session.ts",{"path":377,"priority":339},"hooks/tsconfig.json",{"path":379,"priority":339},"hooks/vitest.config.ts",{"basePath":381,"description":382,"displayName":383,"installMethods":384,"rationale":385,"selectedPaths":386,"source":340,"sourceLanguage":18,"type":269},"plugins/review","Introduce codebase and PR review commands and skills using multiple specialized agents.","review",{"claudeCode":383},"plugin manifest at plugins/review/.claude-plugin/plugin.json",[387,388,389,391,393,395,397,399,401,403],{"path":349,"priority":334},{"path":336,"priority":334},{"path":390,"priority":353},"skills/review-local-changes/SKILL.md",{"path":392,"priority":353},"skills/review-pr/SKILL.md",{"path":394,"priority":339},"agents/bug-hunter.md",{"path":396,"priority":339},"agents/code-quality-reviewer.md",{"path":398,"priority":339},"agents/contracts-reviewer.md",{"path":400,"priority":339},"agents/historical-context-reviewer.md",{"path":402,"priority":339},"agents/security-auditor.md",{"path":404,"priority":339},"agents/test-coverage-reviewer.md",{"basePath":406,"description":407,"displayName":408,"installMethods":409,"rationale":410,"selectedPaths":411,"source":340,"sourceLanguage":18,"type":269},"plugins/git","Introduces commands for commit and PRs creation, plus skills for git worktrees and notes.","git",{"claudeCode":408},"plugin manifest at plugins/git/.claude-plugin/plugin.json",[412,413,414,416,418,420,422,424,426],{"path":349,"priority":334},{"path":336,"priority":334},{"path":415,"priority":353},"skills/analyze-issue/SKILL.md",{"path":417,"priority":353},"skills/attach-review-to-pr/SKILL.md",{"path":419,"priority":353},"skills/commit/SKILL.md",{"path":421,"priority":353},"skills/create-pr/SKILL.md",{"path":423,"priority":353},"skills/git-notes/SKILL.md",{"path":425,"priority":353},"skills/git-worktrees/SKILL.md",{"path":427,"priority":353},"skills/load-issues/SKILL.md",{"basePath":429,"description":430,"displayName":431,"installMethods":432,"rationale":433,"selectedPaths":434,"source":340,"sourceLanguage":18,"type":269},"plugins/tdd","Introduces commands for test-driven development, common anti-patterns and skills for testing using subagents.","tdd",{"claudeCode":431},"plugin manifest at plugins/tdd/.claude-plugin/plugin.json",[435,436,437,439,441],{"path":349,"priority":334},{"path":336,"priority":334},{"path":438,"priority":353},"skills/fix-tests/SKILL.md",{"path":440,"priority":353},"skills/test-driven-development/SKILL.md",{"path":442,"priority":353},"skills/write-tests/SKILL.md",{"basePath":444,"description":445,"displayName":446,"installMethods":447,"rationale":448,"selectedPaths":449,"source":340,"sourceLanguage":18,"type":269},"plugins/sadd","Introduces skills for subagent-driven development, dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates.","sadd",{"claudeCode":446},"plugin manifest at plugins/sadd/.claude-plugin/plugin.json",[450,451,452,454,456,458,460,462,464,466,468,470,472,474],{"path":349,"priority":334},{"path":336,"priority":334},{"path":453,"priority":353},"skills/do-and-judge/SKILL.md",{"path":455,"priority":353},"skills/do-competitively/SKILL.md",{"path":457,"priority":353},"skills/do-in-parallel/SKILL.md",{"path":459,"priority":353},"skills/do-in-steps/SKILL.md",{"path":461,"priority":353},"skills/judge/SKILL.md",{"path":463,"priority":353},"skills/judge-with-debate/SKILL.md",{"path":465,"priority":353},"skills/launch-sub-agent/SKILL.md",{"path":467,"priority":353},"skills/multi-agent-patterns/SKILL.md",{"path":469,"priority":353},"skills/subagent-driven-development/SKILL.md",{"path":471,"priority":353},"skills/tree-of-thoughts/SKILL.md",{"path":473,"priority":339},"agents/judge.md",{"path":475,"priority":339},"agents/meta-judge.md",{"basePath":477,"description":478,"displayName":479,"installMethods":480,"rationale":481,"selectedPaths":482,"source":340,"sourceLanguage":18,"type":269},"plugins/ddd","Introduces command to update CLAUDE.md with best practices for domain-driven development, focused on quality of code, includes Clean Architecture, SOLID principles, and other design patterns.","ddd",{"claudeCode":479},"plugin manifest at plugins/ddd/.claude-plugin/plugin.json",[483,484],{"path":349,"priority":334},{"path":336,"priority":334},{"basePath":486,"description":487,"displayName":488,"installMethods":489,"rationale":490,"selectedPaths":491,"source":340,"sourceLanguage":18,"type":269},"plugins/sdd","Specification Driven Development workflow commands and agents, based on Github Spec Kit and OpenSpec. Uses specialized agents for effective context management and quality review.","sdd",{"claudeCode":488},"plugin manifest at plugins/sdd/.claude-plugin/plugin.json",[492,493,494,496,498,500,502,504,506,508,510,512,514,516,518,520],{"path":349,"priority":334},{"path":336,"priority":334},{"path":495,"priority":353},"skills/add-task/SKILL.md",{"path":497,"priority":353},"skills/brainstorm/SKILL.md",{"path":499,"priority":353},"skills/create-ideas/SKILL.md",{"path":501,"priority":353},"skills/implement-task/SKILL.md",{"path":503,"priority":353},"skills/plan-task/SKILL.md",{"path":505,"priority":339},"agents/business-analyst.md",{"path":507,"priority":339},"agents/code-explorer.md",{"path":509,"priority":339},"agents/developer.md",{"path":511,"priority":339},"agents/qa-engineer.md",{"path":513,"priority":339},"agents/researcher.md",{"path":515,"priority":339},"agents/software-architect.md",{"path":517,"priority":339},"agents/team-lead.md",{"path":519,"priority":339},"agents/tech-lead.md",{"path":521,"priority":339},"agents/tech-writer.md",{"basePath":268,"description":265,"displayName":220,"installMethods":523,"rationale":524,"selectedPaths":525,"source":340,"sourceLanguage":18,"type":269},{"claudeCode":220},"plugin manifest at plugins/kaizen/.claude-plugin/plugin.json",[526,527,528,530,532,534,536,538,540],{"path":349,"priority":334},{"path":336,"priority":334},{"path":529,"priority":353},"skills/analyse/SKILL.md",{"path":531,"priority":353},"skills/analyse-problem/SKILL.md",{"path":533,"priority":353},"skills/cause-and-effect/SKILL.md",{"path":535,"priority":353},"skills/kaizen/SKILL.md",{"path":537,"priority":353},"skills/plan-do-check-act/SKILL.md",{"path":539,"priority":353},"skills/root-cause-tracing/SKILL.md",{"path":541,"priority":353},"skills/why/SKILL.md",{"basePath":543,"description":544,"displayName":545,"installMethods":546,"rationale":547,"selectedPaths":548,"source":340,"sourceLanguage":18,"type":269},"plugins/customaize-agent","Commands and skills for writing and refining commands, hooks, skills for Claude Code, includes Anthropic Best Practices and Agent Persuasion Principles that can be useful for sub-agent workflows.","customaize-agent",{"claudeCode":545},"plugin manifest at plugins/customaize-agent/.claude-plugin/plugin.json",[549,550,551,553,555,557,559,561,563,565,567,569,571,573,575],{"path":349,"priority":334},{"path":336,"priority":334},{"path":552,"priority":353},"skills/agent-evaluation/SKILL.md",{"path":554,"priority":353},"skills/apply-anthropic-skill-best-practices/SKILL.md",{"path":556,"priority":353},"skills/context-engineering/SKILL.md",{"path":558,"priority":353},"skills/create-agent/SKILL.md",{"path":560,"priority":353},"skills/create-command/SKILL.md",{"path":562,"priority":353},"skills/create-hook/SKILL.md",{"path":564,"priority":353},"skills/create-rule/SKILL.md",{"path":566,"priority":353},"skills/create-skill/SKILL.md",{"path":568,"priority":353},"skills/create-workflow-command/SKILL.md",{"path":570,"priority":353},"skills/prompt-engineering/SKILL.md",{"path":572,"priority":353},"skills/test-prompt/SKILL.md",{"path":574,"priority":353},"skills/test-skill/SKILL.md",{"path":576,"priority":353},"skills/thought-based-reasoning/SKILL.md",{"basePath":578,"description":579,"displayName":580,"installMethods":581,"rationale":582,"selectedPaths":583,"source":340,"sourceLanguage":18,"type":269},"plugins/docs","Commands for analysing project, writing and refining documentation.","docs",{"claudeCode":580},"plugin manifest at plugins/docs/.claude-plugin/plugin.json",[584,585,586,588],{"path":349,"priority":334},{"path":336,"priority":334},{"path":587,"priority":353},"skills/update-docs/SKILL.md",{"path":589,"priority":353},"skills/write-concisely/SKILL.md",{"basePath":591,"description":592,"displayName":593,"installMethods":594,"rationale":595,"selectedPaths":596,"source":340,"sourceLanguage":18,"type":269},"plugins/tech-stack","Commands for setup or update of CLAUDE.md file with best practices for specific language or framework.","tech-stack",{"claudeCode":593},"plugin manifest at plugins/tech-stack/.claude-plugin/plugin.json",[597,598],{"path":349,"priority":334},{"path":336,"priority":334},{"basePath":600,"description":601,"displayName":602,"installMethods":603,"rationale":604,"selectedPaths":605,"source":340,"sourceLanguage":18,"type":269},"plugins/mcp","Commands for setup well known MCP server integration if needed and update CLAUDE.md file with requirement to use this MCP server for current project.","mcp",{"claudeCode":602},"plugin manifest at plugins/mcp/.claude-plugin/plugin.json",[606,607,608,610,612,614,616],{"path":349,"priority":334},{"path":336,"priority":334},{"path":609,"priority":353},"skills/build-mcp/SKILL.md",{"path":611,"priority":353},"skills/setup-arxiv-mcp/SKILL.md",{"path":613,"priority":353},"skills/setup-codemap-cli/SKILL.md",{"path":615,"priority":353},"skills/setup-context7-mcp/SKILL.md",{"path":617,"priority":353},"skills/setup-serena-mcp/SKILL.md",{"basePath":619,"description":620,"displayName":621,"installMethods":622,"rationale":623,"selectedPaths":624,"source":340,"sourceLanguage":18,"type":269},"plugins/fpf","First Principles Framework (FPF) for structured reasoning using workflow command pattern. Implements ADI (Abduction-Deduction-Induction) cycle via propose-hypotheses workflow with fpf-agent for hypothesis generation, logical verification, empirical validation, and auditable decision-making. Includes utility commands for status, query, decay, actualize, and reset.","fpf",{"claudeCode":621},"plugin manifest at plugins/fpf/.claude-plugin/plugin.json",[625,626,627,629,631,633,635,637,639],{"path":349,"priority":334},{"path":336,"priority":334},{"path":628,"priority":353},"skills/actualize/SKILL.md",{"path":630,"priority":353},"skills/decay/SKILL.md",{"path":632,"priority":353},"skills/propose-hypotheses/SKILL.md",{"path":634,"priority":353},"skills/query/SKILL.md",{"path":636,"priority":353},"skills/reset/SKILL.md",{"path":638,"priority":353},"skills/status/SKILL.md",{"path":640,"priority":339},"agents/fpf-agent.md",{"basePath":642,"description":643,"displayName":644,"installMethods":645,"rationale":646,"selectedPaths":647,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/agent-evaluation","Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.","agent-evaluation",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/agent-evaluation/SKILL.md",[648],{"path":649,"priority":334},"SKILL.md",{"basePath":651,"description":652,"displayName":653,"installMethods":654,"rationale":655,"selectedPaths":656,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/apply-anthropic-skill-best-practices","Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure","apply-anthropic-skill-best-practices",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/apply-anthropic-skill-best-practices/SKILL.md",[657],{"path":649,"priority":334},{"basePath":659,"description":660,"displayName":286,"installMethods":661,"rationale":662,"selectedPaths":663,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/context-engineering","Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/context-engineering/SKILL.md",[664],{"path":649,"priority":334},{"basePath":666,"description":667,"displayName":668,"installMethods":669,"rationale":670,"selectedPaths":671,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/create-agent","Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns","create-agent",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/create-agent/SKILL.md",[672],{"path":649,"priority":334},{"basePath":674,"description":675,"displayName":676,"installMethods":677,"rationale":678,"selectedPaths":679,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/create-command","Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration","create-command",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/create-command/SKILL.md",[680],{"path":649,"priority":334},{"basePath":682,"description":683,"displayName":684,"installMethods":685,"rationale":686,"selectedPaths":687,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/create-rule","Use when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say \"You absolutly right, I should have done it differently.\" -> need create rule for this issue so it not appears again.","create-rule",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/create-rule/SKILL.md",[688],{"path":649,"priority":334},{"basePath":690,"description":691,"displayName":692,"installMethods":693,"rationale":694,"selectedPaths":695,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/create-skill","Guide for creating effective skills. This command 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. Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization","create-skill",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/create-skill/SKILL.md",[696],{"path":649,"priority":334},{"basePath":698,"description":699,"displayName":700,"installMethods":701,"rationale":702,"selectedPaths":703,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/create-workflow-command","Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts","create-workflow-command",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/create-workflow-command/SKILL.md",[704],{"path":649,"priority":334},{"basePath":706,"description":707,"displayName":708,"installMethods":709,"rationale":710,"selectedPaths":711,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/prompt-engineering","Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.","prompt-engineering",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/prompt-engineering/SKILL.md",[712],{"path":649,"priority":334},{"basePath":714,"description":715,"displayName":716,"installMethods":717,"rationale":718,"selectedPaths":719,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/test-prompt","Use when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR cycle to prompt engineering using subagents for isolated testing","test-prompt",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/test-prompt/SKILL.md",[720],{"path":649,"priority":334},{"basePath":722,"description":723,"displayName":724,"installMethods":725,"rationale":726,"selectedPaths":727,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/test-skill","Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes","test-skill",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/test-skill/SKILL.md",[728],{"path":649,"priority":334},{"basePath":730,"description":731,"displayName":732,"installMethods":733,"rationale":734,"selectedPaths":735,"source":340,"sourceLanguage":18,"type":259},"plugins/customaize-agent/skills/thought-based-reasoning","Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting fails - provides comprehensive guide to Chain-of-Thought and related prompting techniques (Zero-shot CoT, Self-Consistency, Tree of Thoughts, Least-to-Most, ReAct, PAL, Reflexion) with templates, decision matrices, and research-backed patterns","thought-based-reasoning",{"claudeCode":12},"SKILL.md frontmatter at plugins/customaize-agent/skills/thought-based-reasoning/SKILL.md",[736],{"path":649,"priority":334},{"basePath":738,"description":739,"displayName":740,"installMethods":741,"rationale":742,"selectedPaths":743,"source":340,"sourceLanguage":18,"type":259},"plugins/docs/skills/update-docs","Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.","update-docs",{"claudeCode":12},"SKILL.md frontmatter at plugins/docs/skills/update-docs/SKILL.md",[744],{"path":649,"priority":334},{"basePath":746,"description":747,"displayName":748,"installMethods":749,"rationale":750,"selectedPaths":751,"source":340,"sourceLanguage":18,"type":259},"plugins/docs/skills/write-concisely","Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional.","write-concisely",{"claudeCode":12},"SKILL.md frontmatter at plugins/docs/skills/write-concisely/SKILL.md",[752],{"path":649,"priority":334},{"basePath":754,"description":755,"displayName":756,"installMethods":757,"rationale":758,"selectedPaths":759,"source":340,"sourceLanguage":18,"type":259},"plugins/fpf/skills/actualize","Reconcile the project's FPF state with recent repository changes","actualize",{"claudeCode":12},"SKILL.md frontmatter at plugins/fpf/skills/actualize/SKILL.md",[760],{"path":649,"priority":334},{"basePath":762,"description":763,"displayName":764,"installMethods":765,"rationale":766,"selectedPaths":767,"source":340,"sourceLanguage":18,"type":259},"plugins/fpf/skills/decay","Manage evidence freshness by identifying stale decisions and providing governance actions","decay",{"claudeCode":12},"SKILL.md frontmatter at plugins/fpf/skills/decay/SKILL.md",[768],{"path":649,"priority":334},{"basePath":770,"description":771,"displayName":772,"installMethods":773,"rationale":774,"selectedPaths":775,"source":340,"sourceLanguage":18,"type":259},"plugins/fpf/skills/propose-hypotheses","Execute complete FPF cycle from hypothesis generation to decision","propose-hypotheses",{"claudeCode":12},"SKILL.md frontmatter at plugins/fpf/skills/propose-hypotheses/SKILL.md",[776],{"path":649,"priority":334},{"basePath":778,"description":779,"displayName":780,"installMethods":781,"rationale":782,"selectedPaths":783,"source":340,"sourceLanguage":18,"type":259},"plugins/fpf/skills/query","Search the FPF knowledge base and display hypothesis details with assurance information","query",{"claudeCode":12},"SKILL.md frontmatter at plugins/fpf/skills/query/SKILL.md",[784],{"path":649,"priority":334},{"basePath":786,"description":787,"displayName":788,"installMethods":789,"rationale":790,"selectedPaths":791,"source":340,"sourceLanguage":18,"type":259},"plugins/fpf/skills/reset","Reset the FPF reasoning cycle to start fresh","reset",{"claudeCode":12},"SKILL.md frontmatter at plugins/fpf/skills/reset/SKILL.md",[792],{"path":649,"priority":334},{"basePath":794,"description":795,"displayName":796,"installMethods":797,"rationale":798,"selectedPaths":799,"source":340,"sourceLanguage":18,"type":259},"plugins/fpf/skills/status","Display the current state of the FPF knowledge base","status",{"claudeCode":12},"SKILL.md frontmatter at plugins/fpf/skills/status/SKILL.md",[800],{"path":649,"priority":334},{"basePath":802,"description":803,"displayName":804,"installMethods":805,"rationale":806,"selectedPaths":807,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/analyze-issue","Analyze a GitHub issue and create a detailed technical specification","analyze-issue",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/analyze-issue/SKILL.md",[808],{"path":649,"priority":334},{"basePath":810,"description":811,"displayName":812,"installMethods":813,"rationale":814,"selectedPaths":815,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/attach-review-to-pr","Add line-specific review comments to pull requests using GitHub CLI API","attach-review-to-pr",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/attach-review-to-pr/SKILL.md",[816],{"path":649,"priority":334},{"basePath":818,"description":819,"displayName":820,"installMethods":821,"rationale":822,"selectedPaths":823,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/commit","Create well-formatted commits with conventional commit messages and emoji","commit",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/commit/SKILL.md",[824],{"path":649,"priority":334},{"basePath":826,"description":827,"displayName":828,"installMethods":829,"rationale":830,"selectedPaths":831,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/create-pr","Create pull requests using GitHub CLI with proper templates and formatting","create-pr",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/create-pr/SKILL.md",[832],{"path":649,"priority":334},{"basePath":834,"description":835,"displayName":836,"installMethods":837,"rationale":838,"selectedPaths":839,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/git-notes","Use when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides git notes commands and patterns for attaching non-invasive metadata to Git objects.","git-notes",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/git-notes/SKILL.md",[840],{"path":649,"priority":334},{"basePath":842,"description":843,"displayName":844,"installMethods":845,"rationale":846,"selectedPaths":847,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/git-worktrees","Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and workflow patterns for parallel development with multiple working directories.","git-worktrees",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/git-worktrees/SKILL.md",[848],{"path":649,"priority":334},{"basePath":850,"description":851,"displayName":852,"installMethods":853,"rationale":854,"selectedPaths":855,"source":340,"sourceLanguage":18,"type":259},"plugins/git/skills/load-issues","Load all open issues from GitHub and save them as markdown files","load-issues",{"claudeCode":12},"SKILL.md frontmatter at plugins/git/skills/load-issues/SKILL.md",[856],{"path":649,"priority":334},{"basePath":858,"description":859,"displayName":860,"installMethods":861,"rationale":862,"selectedPaths":863,"source":340,"sourceLanguage":18,"type":259},"plugins/kaizen/skills/analyse","Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target","analyse",{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/analyse/SKILL.md",[864],{"path":649,"priority":334},{"basePath":866,"description":867,"displayName":868,"installMethods":869,"rationale":870,"selectedPaths":871,"source":340,"sourceLanguage":18,"type":259},"plugins/kaizen/skills/analyse-problem","Comprehensive A3 one-page problem analysis with root cause and action plan","analyse-problem",{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/analyse-problem/SKILL.md",[872],{"path":649,"priority":334},{"basePath":874,"description":875,"displayName":876,"installMethods":877,"rationale":878,"selectedPaths":879,"source":340,"sourceLanguage":18,"type":259},"plugins/kaizen/skills/cause-and-effect","Systematic Fishbone analysis exploring problem causes across six categories","cause-and-effect",{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/cause-and-effect/SKILL.md",[880],{"path":649,"priority":334},{"basePath":882,"description":883,"displayName":220,"installMethods":884,"rationale":885,"selectedPaths":886,"source":340,"sourceLanguage":18,"type":259},"plugins/kaizen/skills/kaizen","Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.",{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/kaizen/SKILL.md",[887],{"path":649,"priority":334},{"basePath":889,"description":890,"displayName":891,"installMethods":892,"rationale":893,"selectedPaths":894,"source":340,"sourceLanguage":18,"type":259},"plugins/kaizen/skills/plan-do-check-act","Iterative PDCA cycle for systematic experimentation and continuous improvement","plan-do-check-act",{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/plan-do-check-act/SKILL.md",[895],{"path":649,"priority":334},{"basePath":897,"description":898,"displayName":899,"installMethods":900,"rationale":901,"selectedPaths":902,"source":340,"sourceLanguage":18,"type":259},"plugins/kaizen/skills/root-cause-tracing","Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior","root-cause-tracing",{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/root-cause-tracing/SKILL.md",[903],{"path":649,"priority":334},{"basePath":255,"description":10,"displayName":258,"installMethods":905,"rationale":906,"selectedPaths":907,"source":340,"sourceLanguage":18,"type":259},{"claudeCode":12},"SKILL.md frontmatter at plugins/kaizen/skills/why/SKILL.md",[908],{"path":649,"priority":334},{"basePath":910,"description":911,"displayName":912,"installMethods":913,"rationale":914,"selectedPaths":915,"source":340,"sourceLanguage":18,"type":259},"plugins/mcp/skills/build-mcp","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).","build-mcp",{"claudeCode":12},"SKILL.md frontmatter at plugins/mcp/skills/build-mcp/SKILL.md",[916],{"path":649,"priority":334},{"basePath":918,"description":919,"displayName":920,"installMethods":921,"rationale":922,"selectedPaths":923,"source":340,"sourceLanguage":18,"type":259},"plugins/mcp/skills/setup-arxiv-mcp","Guide for setup arXiv paper search MCP server using Docker MCP","setup-arxiv-mcp",{"claudeCode":12},"SKILL.md frontmatter at plugins/mcp/skills/setup-arxiv-mcp/SKILL.md",[924],{"path":649,"priority":334},{"basePath":926,"description":927,"displayName":928,"installMethods":929,"rationale":930,"selectedPaths":931,"source":340,"sourceLanguage":18,"type":259},"plugins/mcp/skills/setup-codemap-cli","Guide for setup Codemap CLI for intelligent codebase visualization and navigation","setup-codemap-cli",{"claudeCode":12},"SKILL.md frontmatter at plugins/mcp/skills/setup-codemap-cli/SKILL.md",[932],{"path":649,"priority":334},{"basePath":934,"description":935,"displayName":936,"installMethods":937,"rationale":938,"selectedPaths":939,"source":340,"sourceLanguage":18,"type":259},"plugins/mcp/skills/setup-context7-mcp","Guide for setup Context7 MCP server to load documentation for specific technologies.","setup-context7-mcp",{"claudeCode":12},"SKILL.md frontmatter at plugins/mcp/skills/setup-context7-mcp/SKILL.md",[940],{"path":649,"priority":334},{"basePath":942,"description":943,"displayName":944,"installMethods":945,"rationale":946,"selectedPaths":947,"source":340,"sourceLanguage":18,"type":259},"plugins/mcp/skills/setup-serena-mcp","Guide for setup Serena MCP server for semantic code retrieval and editing capabilities","setup-serena-mcp",{"claudeCode":12},"SKILL.md frontmatter at plugins/mcp/skills/setup-serena-mcp/SKILL.md",[948],{"path":649,"priority":334},{"basePath":950,"description":951,"displayName":952,"installMethods":953,"rationale":954,"selectedPaths":955,"source":340,"sourceLanguage":18,"type":259},"plugins/reflexion/skills/critique","Comprehensive multi-perspective review using specialized judges with debate and consensus building","critique",{"claudeCode":12},"SKILL.md frontmatter at plugins/reflexion/skills/critique/SKILL.md",[956],{"path":649,"priority":334},{"basePath":958,"description":959,"displayName":960,"installMethods":961,"rationale":962,"selectedPaths":963,"source":340,"sourceLanguage":18,"type":259},"plugins/reflexion/skills/memorize","Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering","memorize",{"claudeCode":12},"SKILL.md frontmatter at plugins/reflexion/skills/memorize/SKILL.md",[964],{"path":649,"priority":334},{"basePath":966,"description":967,"displayName":968,"installMethods":969,"rationale":970,"selectedPaths":971,"source":340,"sourceLanguage":18,"type":259},"plugins/reflexion/skills/reflect","Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification","reflect",{"claudeCode":12},"SKILL.md frontmatter at plugins/reflexion/skills/reflect/SKILL.md",[972],{"path":649,"priority":334},{"basePath":974,"description":975,"displayName":976,"installMethods":977,"rationale":978,"selectedPaths":979,"source":340,"sourceLanguage":18,"type":259},"plugins/review/skills/review-local-changes","Comprehensive review of local uncommitted changes using specialized agents with code improvement suggestions","review-local-changes",{"claudeCode":12},"SKILL.md frontmatter at plugins/review/skills/review-local-changes/SKILL.md",[980],{"path":649,"priority":334},{"basePath":982,"description":983,"displayName":984,"installMethods":985,"rationale":986,"selectedPaths":987,"source":340,"sourceLanguage":18,"type":259},"plugins/review/skills/review-pr","Comprehensive pull request review using specialized agents","review-pr",{"claudeCode":12},"SKILL.md frontmatter at plugins/review/skills/review-pr/SKILL.md",[988],{"path":649,"priority":334},{"basePath":990,"description":991,"displayName":992,"installMethods":993,"rationale":994,"selectedPaths":995,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/do-and-judge","Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop","do-and-judge",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/do-and-judge/SKILL.md",[996],{"path":649,"priority":334},{"basePath":998,"description":999,"displayName":1000,"installMethods":1001,"rationale":1002,"selectedPaths":1003,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/do-competitively","Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis","do-competitively",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/do-competitively/SKILL.md",[1004],{"path":649,"priority":334},{"basePath":1006,"description":1007,"displayName":1008,"installMethods":1009,"rationale":1010,"selectedPaths":1011,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/do-in-parallel","Launch multiple sub-agents in parallel to execute tasks across files or targets with intelligent model selection, quality-focused prompting, and meta-judge → LLM-as-a-judge verification","do-in-parallel",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/do-in-parallel/SKILL.md",[1012],{"path":649,"priority":334},{"basePath":1014,"description":1015,"displayName":1016,"installMethods":1017,"rationale":1018,"selectedPaths":1019,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/do-in-steps","Execute complex tasks through sequential sub-agent orchestration with intelligent model selection, meta-judge → LLM-as-a-judge verification","do-in-steps",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/do-in-steps/SKILL.md",[1020],{"path":649,"priority":334},{"basePath":1022,"description":1023,"displayName":1024,"installMethods":1025,"rationale":1026,"selectedPaths":1027,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/judge","Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation","judge",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/judge/SKILL.md",[1028],{"path":649,"priority":334},{"basePath":1030,"description":1031,"displayName":1032,"installMethods":1033,"rationale":1034,"selectedPaths":1035,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/judge-with-debate","Evaluate solutions through multi-round debate between independent judges until consensus","judge-with-debate",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/judge-with-debate/SKILL.md",[1036],{"path":649,"priority":334},{"basePath":1038,"description":1039,"displayName":1040,"installMethods":1041,"rationale":1042,"selectedPaths":1043,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/launch-sub-agent","Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification","launch-sub-agent",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/launch-sub-agent/SKILL.md",[1044],{"path":649,"priority":334},{"basePath":1046,"description":1047,"displayName":1048,"installMethods":1049,"rationale":1050,"selectedPaths":1051,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/multi-agent-patterns","Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.","multi-agent-patterns",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/multi-agent-patterns/SKILL.md",[1052],{"path":649,"priority":334},{"basePath":1054,"description":1055,"displayName":1056,"installMethods":1057,"rationale":1058,"selectedPaths":1059,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/subagent-driven-development","Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates","subagent-driven-development",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/subagent-driven-development/SKILL.md",[1060],{"path":649,"priority":334},{"basePath":1062,"description":1063,"displayName":1064,"installMethods":1065,"rationale":1066,"selectedPaths":1067,"source":340,"sourceLanguage":18,"type":259},"plugins/sadd/skills/tree-of-thoughts","Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation","tree-of-thoughts",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/tree-of-thoughts/SKILL.md",[1068],{"path":649,"priority":334},{"basePath":1070,"description":1071,"displayName":1072,"installMethods":1073,"rationale":1074,"selectedPaths":1075,"source":340,"sourceLanguage":18,"type":259},"plugins/sdd/skills/add-task","creates draft task file in .specs/tasks/draft/ with original user intent","add-task",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/add-task/SKILL.md",[1076],{"path":649,"priority":334},{"basePath":1078,"description":1079,"displayName":1080,"installMethods":1081,"rationale":1082,"selectedPaths":1083,"source":340,"sourceLanguage":18,"type":259},"plugins/sdd/skills/brainstorm","Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes","brainstorm",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/brainstorm/SKILL.md",[1084],{"path":649,"priority":334},{"basePath":1086,"description":1087,"displayName":1088,"installMethods":1089,"rationale":1090,"selectedPaths":1091,"source":340,"sourceLanguage":18,"type":259},"plugins/sdd/skills/create-ideas","Generate ideas in one shot using creative sampling","create-ideas",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/create-ideas/SKILL.md",[1092],{"path":649,"priority":334},{"basePath":1094,"description":1095,"displayName":1096,"installMethods":1097,"rationale":1098,"selectedPaths":1099,"source":340,"sourceLanguage":18,"type":259},"plugins/sdd/skills/implement-task","Implement a task with automated LLM-as-Judge verification for critical steps","implement-task",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/implement-task/SKILL.md",[1100],{"path":649,"priority":334},{"basePath":1102,"description":1103,"displayName":1104,"installMethods":1105,"rationale":1106,"selectedPaths":1107,"source":340,"sourceLanguage":18,"type":259},"plugins/sdd/skills/plan-task","Refine, parallelize, and verify a draft task specification into a fully planned implementation-ready task","plan-task",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/plan-task/SKILL.md",[1108,1109],{"path":649,"priority":334},{"path":1110,"priority":353},"analyse-business-requirements.md",{"basePath":1112,"description":1113,"displayName":1114,"installMethods":1115,"rationale":1116,"selectedPaths":1117,"source":340,"sourceLanguage":18,"type":259},"plugins/tdd/skills/fix-tests","Systematically fix all failing tests after business logic changes or refactoring","fix-tests",{"claudeCode":12},"SKILL.md frontmatter at plugins/tdd/skills/fix-tests/SKILL.md",[1118],{"path":649,"priority":334},{"basePath":1120,"description":1121,"displayName":1122,"installMethods":1123,"rationale":1124,"selectedPaths":1125,"source":340,"sourceLanguage":18,"type":259},"plugins/tdd/skills/test-driven-development","Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first","test-driven-development",{"claudeCode":12},"SKILL.md frontmatter at plugins/tdd/skills/test-driven-development/SKILL.md",[1126],{"path":649,"priority":334},{"basePath":1128,"description":1129,"displayName":1130,"installMethods":1131,"rationale":1132,"selectedPaths":1133,"source":340,"sourceLanguage":18,"type":259},"plugins/tdd/skills/write-tests","Systematically add test coverage for all local code changes using specialized review and development agents. Add tests for uncommitted changes (including untracked files), or if everything is commited, then will cover latest commit.","write-tests",{"claudeCode":12},"SKILL.md frontmatter at plugins/tdd/skills/write-tests/SKILL.md",[1134],{"path":649,"priority":334},{"sources":1136},[1137],"manual",{"closedIssues90d":243,"description":1139,"forks":244,"homepage":1140,"license":250,"openIssues90d":246,"pushedAt":247,"readmeSize":241,"stars":248,"topics":1141},"Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others.","https://cek.neolab.finance/",[1142,1143,1144,1145,280,1146,1147,1148,1149],"agent","ai","claude","llm","cline","cursor","opencode","windsurf",{"classifiedAt":1151,"discoverAt":1152,"extractAt":1153,"githubAt":1153,"updatedAt":1151},1778694480631,1778694475065,1778694478670,[216,218,220,219,217],{"evaluatedAt":253,"extractAt":303,"updatedAt":253},[],[1158,1175,1205,1221,1252,1269],{"_creationTime":1159,"_id":1160,"community":1161,"display":1162,"identity":1164,"providers":1165,"relations":1171,"tags":1172,"workflow":1173},1778694480889.9548,"k174gjs9jj9cfxbc76d0cbe9x986mrsq",{"reviewCount":8},{"description":875,"installMethods":1163,"name":876,"sourceUrl":14},{"claudeCode":12},{"basePath":874,"githubOwner":256,"githubRepo":257,"locale":18,"slug":876,"type":259},{"evaluate":1166,"extract":1170},{"promptVersionExtension":209,"promptVersionScoring":210,"score":306,"tags":1167,"targetMarket":221,"tier":222},[216,219,1168,1169,217],"fishbone","ishikawa",{"commitSha":292},{"parentExtensionId":262,"repoId":299},[216,1168,1169,219,217],{"evaluatedAt":1174,"extractAt":303,"updatedAt":1174},1778695203867,{"_creationTime":1176,"_id":1177,"community":1178,"display":1179,"identity":1185,"providers":1190,"relations":1199,"tags":1201,"workflow":1202},1778683190010.284,"k1757t8mrzzrf8yabxrtp82mg586m6nf",{"reviewCount":8},{"description":1180,"installMethods":1181,"name":1183,"sourceUrl":1184},"Systematic debugging methodology emphasizing root cause analysis over quick fixes",{"claudeCode":1182},"bobmatnyc/claude-mpm-skills","Systematic Debugging","https://github.com/bobmatnyc/claude-mpm-skills",{"basePath":1186,"githubOwner":1187,"githubRepo":1188,"locale":18,"slug":1189,"type":259},"universal/debugging/systematic-debugging","bobmatnyc","claude-mpm-skills","systematic-debugging",{"evaluate":1191,"extract":1197},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1192,"tags":1193,"targetMarket":221,"tier":222},100,[218,1194,1195,1196,219],"troubleshooting","root-cause-analysis","methodology",{"commitSha":292,"license":1198},"Apache-2.0",{"repoId":1200},"kd72g55e5qeqs90bk1bvkt8wbx86nkn3",[218,1196,219,1195,1194],{"evaluatedAt":1203,"extractAt":1204,"updatedAt":1203},1778686304588,1778683190010,{"_creationTime":1206,"_id":1207,"community":1208,"display":1209,"identity":1211,"providers":1212,"relations":1217,"tags":1218,"workflow":1219},1778694480889.9543,"k17b5scpf7t8pk40k6wys0a1rx86mp7a",{"reviewCount":8},{"description":859,"installMethods":1210,"name":860,"sourceUrl":14},{"claudeCode":12},{"basePath":858,"githubOwner":256,"githubRepo":257,"locale":18,"slug":860,"type":259},{"evaluate":1213,"extract":1216},{"promptVersionExtension":209,"promptVersionScoring":210,"score":306,"tags":1214,"targetMarket":221,"tier":222},[220,216,1215,309,308,289],"process-improvement",{"commitSha":292},{"parentExtensionId":262,"repoId":299},[308,216,289,220,309,1215],{"evaluatedAt":1220,"extractAt":303,"updatedAt":1220},1778695156222,{"_creationTime":1222,"_id":1223,"community":1224,"display":1225,"identity":1231,"providers":1235,"relations":1245,"tags":1248,"workflow":1249},1778695548458.3623,"k172zns4rb6e6bj52y1cq2j6mx86n2cm",{"reviewCount":8},{"description":1226,"installMethods":1227,"name":1229,"sourceUrl":1230},"AI solution exploration using ant colony optimization — deploying scout hypotheses, reinforcing promising approaches, detecting diminishing returns, and knowing when to abandon a strategy. Use when facing a problem with multiple plausible approaches and no clear winner, when the first approach is not working but alternatives are unclear, when debugging with no obvious root cause requiring parallel hypothesis investigation, or when previous attempts have converged prematurely on a suboptimal approach.\n",{"claudeCode":1228},"pjt222/agent-almanac","forage-solutions","https://github.com/pjt222/agent-almanac",{"basePath":1232,"githubOwner":1233,"githubRepo":1234,"locale":18,"slug":1229,"type":259},"skills/forage-solutions","pjt222","agent-almanac",{"evaluate":1236,"extract":1244},{"promptVersionExtension":209,"promptVersionScoring":210,"score":306,"tags":1237,"targetMarket":221,"tier":222},[1238,1239,1240,1241,1242,1243,219,218],"swarm","foraging","solution-search","exploration-exploitation","meta-cognition","ai-self-application",{"commitSha":292},{"parentExtensionId":1246,"repoId":1247},"k170h0janaa9kwn7cfgfz2ykss86mmh9","kd7aryv63z61j39n2td1aeqkvh86mh12",[1243,218,1241,1239,1242,219,1240,1238],{"evaluatedAt":1250,"extractAt":1251,"updatedAt":1250},1778698266137,1778695548458,{"_creationTime":1253,"_id":1254,"community":1255,"display":1256,"identity":1259,"providers":1260,"relations":1265,"tags":1266,"workflow":1267},1778694480889.9546,"k173j8kke6gc0p21kmyazwd0tn86nhjg",{"reviewCount":8},{"description":867,"installMethods":1257,"name":1258,"sourceUrl":14},{"claudeCode":12},"Analyse Problem",{"basePath":866,"githubOwner":256,"githubRepo":257,"locale":18,"slug":868,"type":259},{"evaluate":1261,"extract":1264},{"promptVersionExtension":209,"promptVersionScoring":210,"score":213,"tags":1262,"targetMarket":221,"tier":222},[219,216,1263,220,309],"action-plan",{"commitSha":292,"license":293},{"parentExtensionId":262,"repoId":299},[1263,216,220,309,219],{"evaluatedAt":1268,"extractAt":303,"updatedAt":1268},1778695187059,{"_creationTime":1270,"_id":1271,"community":1272,"display":1273,"identity":1279,"providers":1284,"relations":1294,"tags":1296,"workflow":1297},1778696691708.3035,"k17br1j5s86ae90zqeyd7zcg2586mkwr",{"reviewCount":8},{"description":1274,"installMethods":1275,"name":1277,"sourceUrl":1278},"Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms\n",{"claudeCode":1276},"ruvnet/ruflo","Performance Analysis","https://github.com/ruvnet/ruflo",{"basePath":1280,"githubOwner":1281,"githubRepo":1282,"locale":18,"slug":1283,"type":259},".claude/skills/performance-analysis","ruvnet","ruflo","performance-analysis",{"evaluate":1285,"extract":1292},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1192,"tags":1286,"targetMarket":221,"tier":222},[1287,216,1288,1289,1290,1291],"performance","optimization","claude-flow","bottleneck-detection","reporting",{"commitSha":292,"license":1293},"MIT",{"repoId":1295},"kd7ed28gj8n0y3msk5dzrp05zs86nqtc",[216,1290,1289,1288,1287,1291],{"evaluatedAt":1298,"extractAt":1299,"updatedAt":1298},1778699217174,1778696691708]