[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-bobmatnyc-datadog-en":3,"guides-for-bobmatnyc-datadog":1882,"similar-k17811b3rcdf6hbrphfxb5d0xx86n884-en":1883},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":266,"isFallback":249,"parentExtension":271,"providers":272,"relations":277,"repo":279,"tags":1879,"workflow":1880},1778683190010.2693,"k17811b3rcdf6hbrphfxb5d0xx86n884",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Full-stack observability with Datadog APM, logs, metrics, synthetics, and RUM. Use when implementing monitoring, tracing, alerting, or cost optimization for production systems.",{"claudeCode":12},"bobmatnyc/claude-mpm-skills","Datadog Observability Skill","https://github.com/bobmatnyc/claude-mpm-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":247,"workflow":264},1778684861318.4731,"kn7a2srgyhnp1mq1vhvfzgyt5186mhd3","en",{"checks":20,"evaluatedAt":193,"extensionSummary":194,"features":195,"nonGoals":201,"practices":205,"prerequisites":212,"promptVersionExtension":216,"promptVersionScoring":217,"purpose":218,"rationale":219,"score":220,"summary":221,"tags":222,"targetMarket":232,"tier":233,"useCases":234,"workflow":240},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,100,104,108,111,114,117,121,124,127,130,133,136,139,143,147,151,154,158,161,164,167,170,174,177,180,183,186,190],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly names a concrete problem: full-stack observability with Datadog, and specifies its use for monitoring, tracing, alerting, and cost optimization in production systems.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill offers Datadog-specific integrations and advanced configuration for APM, logs, metrics, synthetics, and RUM, providing value beyond generic observability or a simple API wrapper.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill provides comprehensive guidance on installation, configuration, and best practices for Datadog across various platforms, covering the full lifecycle of observability implementation.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill focuses solely on Datadog observability, with clear boundaries defined and no apparent extension into unrelated domains.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the skill's purpose and capabilities as detailed in the SKILL.md file.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This skill does not expose explicit tools; its functionality is based on providing documentation and guidance for Datadog configuration and usage.",{"category":45,"check":46,"severity":24,"summary":47},"Documentation","Configuration & parameter reference","The SKILL.md file and its referenced markdown files provide detailed documentation for Datadog Agent configuration, Helm charts, and various Datadog features, including examples.",{"category":33,"check":49,"severity":42,"summary":50},"Tool naming","The skill does not expose user-facing tools or commands, so this check is not applicable.",{"category":33,"check":52,"severity":42,"summary":53},"Minimal I/O surface","This skill does not expose tools with parameter schemas or response shapes; it provides documentation and guidance.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The LICENSE file in the repository is MIT, a permissive open-source license, and is also declared in the SKILL.md frontmatter.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The latest commit was on April 15, 2026, which is within the last 3 months.",{"category":59,"check":63,"severity":42,"summary":64},"Dependency Management","The skill itself does not appear to have external dependencies that require management. It guides the user on Datadog setup, which is an external service.",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","The documentation and examples emphasize using placeholders like `\u003CYOUR_API_KEY>` and instruct users to obtain keys securely, rather than hardcoding secrets.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill's content is instructional documentation and code examples, not designed to load or execute arbitrary third-party data as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill provides documentation and code examples; it does not fetch external files or execute remote code at runtime.",{"category":66,"check":76,"severity":42,"summary":77},"Sandbox Isolation","This skill is purely informational and does not perform any operations that would require sandbox isolation.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","As the skill is informational and contains no executable scripts, there are no sandbox escape primitives present.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill focuses on providing guidance for Datadog setup and does not contain instructions for exfiltrating confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The bundled content appears free of hidden-steering tricks, with clean printable ASCII and expected Unicode in descriptions and code examples.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's content consists of plain, readable markdown and code examples; there is no obfuscated code execution.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The documentation provides installation instructions for various platforms (Docker, Kubernetes, Linux, Windows) and clearly states prerequisites, minimizing assumptions about the user's environment.",{"category":96,"check":97,"severity":98,"summary":99},"Trust","Issues Attention","warning","There are 4 open issues and 0 closed issues in the last 90 days, indicating a closure rate of 0% and potentially slow maintainer engagement.",{"category":101,"check":102,"severity":24,"summary":103},"Versioning","Release Management","A meaningful version (1.0.0) is declared in the SKILL.md frontmatter.",{"category":105,"check":106,"severity":42,"summary":107},"Code Execution","Validation","This skill provides documentation and examples, not executable code that requires input validation via schema libraries.",{"category":66,"check":109,"severity":24,"summary":110},"Unguarded Destructive Operations","The skill is purely informational and contains no destructive operations.",{"category":105,"check":112,"severity":42,"summary":113},"Error Handling","The skill is informational and does not contain executable code paths that generate user-facing errors.",{"category":105,"check":115,"severity":42,"summary":116},"Logging","The skill is informational and does not perform actions that require local audit logging.",{"category":118,"check":119,"severity":42,"summary":120},"Compliance","GDPR","The skill does not operate on data that could include personal data; it provides guidance on integrating Datadog.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The skill provides general Datadog setup instructions applicable globally, with no regional or jurisdictional limitations detected.",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","Installation instructions cover multiple platforms (Docker, Kubernetes, Linux, Windows), and the skill itself is platform-agnostic documentation.",{"category":45,"check":128,"severity":24,"summary":129},"README","The README file exists, is comprehensive, and clearly states the purpose and scope of the Claude MPM skills repository, including this Datadog skill.",{"category":33,"check":131,"severity":42,"summary":132},"Tool surface size","This skill does not expose tools; it is a documentation-based skill.",{"category":40,"check":134,"severity":42,"summary":135},"Overlapping near-synonym tools","The skill does not expose tools, therefore there are no overlapping near-synonym tools.",{"category":45,"check":137,"severity":24,"summary":138},"Phantom features","All features described in the README and SKILL.md related to Datadog observability are substantiated by the detailed instructions and examples provided.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","The README provides clear, copy-pasteable installation and configuration instructions for Datadog Agent across multiple platforms, including API key handling.",{"category":144,"check":145,"severity":42,"summary":146},"Errors","Actionable error messages","The skill is informational and does not produce user-facing errors.",{"category":148,"check":149,"severity":42,"summary":150},"Execution","Pinned dependencies","The skill is documentation-based and does not bundle or rely on external scripts with dependencies.",{"category":33,"check":152,"severity":42,"summary":153},"Dry-run preview","The skill is purely informational and does not have state-changing commands or tools.",{"category":155,"check":156,"severity":42,"summary":157},"Protocol","Idempotent retry & timeouts","The skill is informational and does not involve remote calls or state-changing operations.",{"category":118,"check":159,"severity":42,"summary":160},"Telemetry opt-in","The skill does not emit telemetry; it provides guidance for Datadog which handles its own telemetry.",{"category":40,"check":162,"severity":24,"summary":163},"Precise Purpose","The SKILL.md frontmatter concisely states the artifact (Datadog observability) and the user intent (implementing monitoring, tracing, alerting, cost optimization), with clear use cases and boundaries.",{"category":40,"check":165,"severity":24,"summary":166},"Concise Frontmatter","The SKILL.md frontmatter is concise, self-contained, and provides a clear summary of core capabilities and use cases within token limits.",{"category":45,"check":168,"severity":24,"summary":169},"Concise Body","The SKILL.md body is well-structured and delegates detailed procedures to separate reference files, keeping the main document concise.",{"category":171,"check":172,"severity":24,"summary":173},"Context","Progressive Disclosure","The SKILL.md effectively uses progressive disclosure, linking to detailed markdown files in the `references/` directory for in-depth procedures.",{"category":171,"check":175,"severity":42,"summary":176},"Forked exploration","This skill does not involve deep exploration or analysis that would require a forked context.",{"category":22,"check":178,"severity":24,"summary":179},"Usage examples","The SKILL.md and its references include numerous end-to-end, ready-to-use code examples for Datadog setup and configuration across different platforms and languages.",{"category":22,"check":181,"severity":24,"summary":182},"Edge cases","The documentation addresses common issues and provides troubleshooting steps for Datadog Agent setup and configuration, acting as handling for potential failure modes.",{"category":105,"check":184,"severity":42,"summary":185},"Tool Fallback","This skill does not require specific MCP servers or external tools; it guides users on configuring Datadog services.",{"category":187,"check":188,"severity":42,"summary":189},"Safety","Halt on unexpected state","The skill is informational and does not involve state-changing operations that require halting on unexpected pre-state.",{"category":92,"check":191,"severity":24,"summary":192},"Cross-skill coupling","The skill focuses on Datadog observability and does not implicitly rely on other skills, maintaining standalone usability.",1778684861092,"This skill provides in-depth documentation and configuration examples for implementing full-stack observability using Datadog's APM, logs, metrics, synthetics, and RUM. It covers installation across Docker, Kubernetes, Linux, and Windows, along with best practices for instrumentation, tagging, cost optimization, and alerting.",[196,197,198,199,200],"Full-stack observability with Datadog APM, logs, metrics, synthetics, RUM","Detailed installation instructions for Docker, Kubernetes, Linux, Windows","Guidance on application instrumentation (Python, Node.js, Go, Java)","Configuration best practices for custom metrics, log processing, and alerting","Strategies for cost optimization and cardinality management",[202,203,204],"Building with open-source stacks (Prometheus/Grafana)","Replacing managed observability solutions when cost is the primary concern","Providing a direct API to Datadog services (documentation and guidance only)",[206,207,208,209,210,211],"Observability best practices","APM instrumentation","Log management","Metric monitoring","Alerting strategies","Cost optimization",[213,214,215],"Datadog account and API key","Installation of Datadog Agent","Application instrumentation (for APM/metrics)","3.0.0","4.4.0","To enable users to effectively implement and manage full-stack observability for their production systems using Datadog, covering monitoring, tracing, logging, and cost optimization.","Issues Attention (warning) was the only non-pass finding, but the overall quality of documentation, clarity, and readiness is high.",89,"Excellent Datadog observability skill with comprehensive documentation, examples, and clear guidance.",[223,224,225,226,227,228,229,230,231],"observability","monitoring","datadog","apm","logs","metrics","tracing","alerting","cost-optimization","global","community",[235,236,237,238,239],"Implementing production monitoring and observability","Setting up distributed tracing across microservices","Configuring log aggregation and analysis pipelines","Creating custom metrics and dashboards","Optimizing Datadog costs",[241,242,243,244,245,246],"Understand Datadog capabilities","Install Datadog Agent on target platform","Instrument applications for APM and custom metrics","Configure log collection and processing","Set up dashboards and alerts","Monitor and optimize costs",{"codeQuality":248,"collectedAt":250,"documentation":251,"maintenance":254,"security":260,"testCoverage":262},{"hasLockfile":249},false,1778684839093,{"descriptionLength":252,"readmeSize":253},176,18236,{"closedIssues90d":8,"forks":255,"hasChangelog":249,"manifestVersion":256,"openIssues90d":257,"pushedAt":258,"stars":259},13,"1.0.0",4,1776273197000,44,{"hasNpmPackage":249,"license":261,"smitheryVerified":249},"MIT",{"hasCi":263,"hasTests":249},true,{"updatedAt":265},1778684861318,{"basePath":267,"githubOwner":268,"githubRepo":269,"locale":18,"slug":225,"type":270},"toolchains/platforms/observability/datadog","bobmatnyc","claude-mpm-skills","skill",null,{"evaluate":273,"extract":275},{"promptVersionExtension":216,"promptVersionScoring":217,"score":220,"tags":274,"targetMarket":232,"tier":233},[223,224,225,226,227,228,229,230,231],{"commitSha":276,"license":261},"HEAD",{"repoId":278},"kd72g55e5qeqs90bk1bvkt8wbx86nkn3",{"_creationTime":280,"_id":278,"identity":281,"providers":282,"workflow":1875},1778683184016.2227,{"githubOwner":268,"githubRepo":269,"sourceUrl":14},{"classify":283,"discover":1869,"github":1872},{"commitSha":276,"extensions":284},[285,296,307,316,324,332,340,348,356,368,376,384,392,400,408,416,424,432,440,448,456,464,472,480,488,496,512,520,528,536,544,552,560,568,576,584,614,622,630,638,646,654,662,670,678,698,712,740,748,756,765,773,782,794,808,820,830,838,846,854,862,870,878,886,894,902,910,918,926,934,942,950,958,966,974,982,990,998,1018,1026,1034,1042,1050,1070,1078,1086,1094,1102,1110,1118,1138,1146,1154,1162,1170,1188,1203,1211,1219,1227,1235,1243,1251,1259,1267,1279,1287,1295,1303,1311,1319,1327,1335,1343,1351,1359,1367,1375,1383,1391,1399,1407,1415,1423,1440,1448,1462,1470,1478,1490,1498,1510,1520,1528,1536,1544,1552,1567,1580,1596,1612,1627,1641,1649,1657,1665,1681,1695,1705,1723,1736,1746,1760,1774,1792,1800,1808,1816,1824,1841,1849],{"basePath":286,"description":287,"displayName":288,"installMethods":289,"rationale":290,"selectedPaths":291,"source":295,"sourceLanguage":18,"type":270},".claude/skills/toolchains-ai-protocols","MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.","mcp-protocol-builder",{"claudeCode":12},"SKILL.md frontmatter at .claude/skills/toolchains-ai-protocols/SKILL.md (coalesced with duplicate skill at toolchains/ai/protocols/mcp)",[292],{"path":293,"priority":294},"SKILL.md","mandatory","rule",{"basePath":297,"description":298,"displayName":299,"installMethods":300,"rationale":301,"selectedPaths":302,"source":295,"sourceLanguage":18,"type":270},"examples/bad-interdependent-skill","ANTI-PATTERN - Example showing violations of self-containment (DO NOT COPY)","bad-example-skill",{"claudeCode":12},"SKILL.md frontmatter at examples/bad-interdependent-skill/SKILL.md",[303,304],{"path":293,"priority":294},{"path":305,"priority":306},"README.md","high",{"basePath":308,"description":309,"displayName":310,"installMethods":311,"rationale":312,"selectedPaths":313,"source":295,"sourceLanguage":18,"type":270},"examples/good-self-contained-skill","Example of a properly self-contained skill following all best practices","example-framework-skill",{"claudeCode":12},"SKILL.md frontmatter at examples/good-self-contained-skill/SKILL.md",[314,315],{"path":293,"priority":294},{"path":305,"priority":306},{"basePath":317,"description":318,"displayName":319,"installMethods":320,"rationale":321,"selectedPaths":322,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/frameworks/dspy","DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers","dspy-framework",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/frameworks/dspy/SKILL.md",[323],{"path":293,"priority":294},{"basePath":325,"description":326,"displayName":327,"installMethods":328,"rationale":329,"selectedPaths":330,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/frameworks/langchain","LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications","langchain-framework",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/frameworks/langchain/SKILL.md",[331],{"path":293,"priority":294},{"basePath":333,"description":334,"displayName":335,"installMethods":336,"rationale":337,"selectedPaths":338,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/frameworks/langgraph","LangGraph framework for building stateful, multi-agent AI applications with cyclical workflows, human-in-the-loop patterns, and persistent checkpointing.","langgraph",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/frameworks/langgraph/SKILL.md",[339],{"path":293,"priority":294},{"basePath":341,"description":342,"displayName":343,"installMethods":344,"rationale":345,"selectedPaths":346,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/ops/local-llm-ops","Local LLM operations with Ollama on Apple Silicon, including setup, model pulls, chat launchers, benchmarks, and diagnostics.","local-llm-ops",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/ops/local-llm-ops/SKILL.md",[347],{"path":293,"priority":294},{"basePath":349,"description":350,"displayName":351,"installMethods":352,"rationale":353,"selectedPaths":354,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/sdks/anthropic","Official Anthropic SDK for Claude AI with chat, streaming, function calling, and vision capabilities","anthropic-sdk",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/sdks/anthropic/SKILL.md",[355],{"path":293,"priority":294},{"basePath":357,"description":358,"displayName":359,"installMethods":360,"rationale":361,"selectedPaths":362,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/services/openrouter","OpenRouter unified AI API - Access 200+ LLMs through single interface with intelligent routing, streaming, cost optimization, and model fallbacks","openrouter",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/services/openrouter/SKILL.md",[363,364,365],{"path":293,"priority":294},{"path":305,"priority":306},{"path":366,"priority":367},"QUICK_REFERENCE.md","medium",{"basePath":369,"description":370,"displayName":371,"installMethods":372,"rationale":373,"selectedPaths":374,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/techniques/session-compression","AI session compression techniques for managing multi-turn conversations efficiently through summarization, embedding-based retrieval, and intelligent context management.","session-compression",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/techniques/session-compression/SKILL.md",[375],{"path":293,"priority":294},{"basePath":377,"description":378,"displayName":379,"installMethods":380,"rationale":381,"selectedPaths":382,"source":295,"sourceLanguage":18,"type":270},"toolchains/ai/techniques/vector-search-workflows","Vector search indexing and querying workflows using MCP Vector Search, including setup, reindexing, auto-index strategies, and MCP integration.","vector-search-workflows",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ai/techniques/vector-search-workflows/SKILL.md",[383],{"path":293,"priority":294},{"basePath":385,"description":386,"displayName":387,"installMethods":388,"rationale":389,"selectedPaths":390,"source":295,"sourceLanguage":18,"type":270},"toolchains/databases/mongodb","MongoDB - NoSQL document database with flexible schema design, aggregation pipelines, indexing strategies, and Spring Data integration","mongodb",{"claudeCode":12},"SKILL.md frontmatter at toolchains/databases/mongodb/SKILL.md",[391],{"path":293,"priority":294},{"basePath":393,"description":394,"displayName":395,"installMethods":396,"rationale":397,"selectedPaths":398,"source":295,"sourceLanguage":18,"type":270},"toolchains/elixir/data/ecto-patterns","Ecto patterns for Phoenix/Elixir apps. Covers schemas, changesets, migrations, queries, Ecto.Multi, transactions, constraints, associations, pagination, tenant partitioning, performance, and testing.","ecto-patterns",{"claudeCode":12},"SKILL.md frontmatter at toolchains/elixir/data/ecto-patterns/SKILL.md",[399],{"path":293,"priority":294},{"basePath":401,"description":402,"displayName":403,"installMethods":404,"rationale":405,"selectedPaths":406,"source":295,"sourceLanguage":18,"type":270},"toolchains/elixir/frameworks/phoenix-api-channels","Phoenix controllers, JSON APIs, Channels, and Presence on the BEAM","phoenix-api-channels",{"claudeCode":12},"SKILL.md frontmatter at toolchains/elixir/frameworks/phoenix-api-channels/SKILL.md",[407],{"path":293,"priority":294},{"basePath":409,"description":410,"displayName":411,"installMethods":412,"rationale":413,"selectedPaths":414,"source":295,"sourceLanguage":18,"type":270},"toolchains/elixir/frameworks/phoenix-liveview","Phoenix Framework with LiveView on the BEAM","phoenix-liveview",{"claudeCode":12},"SKILL.md frontmatter at toolchains/elixir/frameworks/phoenix-liveview/SKILL.md",[415],{"path":293,"priority":294},{"basePath":417,"description":418,"displayName":419,"installMethods":420,"rationale":421,"selectedPaths":422,"source":295,"sourceLanguage":18,"type":270},"toolchains/elixir/ops/phoenix-ops","Phoenix operations and deployment: releases, runtime configuration, clustering, libcluster, telemetry/logging, secrets, assets, background jobs, and production hardening on the BEAM.","phoenix-ops",{"claudeCode":12},"SKILL.md frontmatter at toolchains/elixir/ops/phoenix-ops/SKILL.md",[423],{"path":293,"priority":294},{"basePath":425,"description":426,"displayName":427,"installMethods":428,"rationale":429,"selectedPaths":430,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/cli","Building production-quality CLI tools with Cobra command framework and Viper configuration management","golang-cli-cobra-viper",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/cli/SKILL.md",[431],{"path":293,"priority":294},{"basePath":433,"description":434,"displayName":435,"installMethods":436,"rationale":437,"selectedPaths":438,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/concurrency","Go concurrency patterns for production services: context cancellation, errgroup, worker pools, bounded parallelism, fan-in/fan-out, and common race/deadlock pitfalls","golang-concurrency-patterns",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/concurrency/SKILL.md",[439],{"path":293,"priority":294},{"basePath":441,"description":442,"displayName":443,"installMethods":444,"rationale":445,"selectedPaths":446,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/data","Go database integration patterns using sqlx, pgx, and migration tools like golang-migrate","golang-database-patterns",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/data/SKILL.md",[447],{"path":293,"priority":294},{"basePath":449,"description":450,"displayName":451,"installMethods":452,"rationale":453,"selectedPaths":454,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/grpc","Production gRPC in Go: protobuf layout, codegen, interceptors, deadlines, error codes, streaming, health checks, TLS, and testing with bufconn","golang-grpc",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/grpc/SKILL.md",[455],{"path":293,"priority":294},{"basePath":457,"description":458,"displayName":459,"installMethods":460,"rationale":461,"selectedPaths":462,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/observability","Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog","golang-observability-opentelemetry",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/observability/SKILL.md",[463],{"path":293,"priority":294},{"basePath":465,"description":466,"displayName":467,"installMethods":468,"rationale":469,"selectedPaths":470,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/testing","Comprehensive Go testing strategies including table-driven tests, testify assertions, gomock interface mocking, benchmark testing, and CI/CD integration","golang-testing-strategies",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/testing/SKILL.md",[471],{"path":293,"priority":294},{"basePath":473,"description":474,"displayName":475,"installMethods":476,"rationale":477,"selectedPaths":478,"source":295,"sourceLanguage":18,"type":270},"toolchains/golang/web","Go HTTP API development with net/http, Chi, Gin, Echo, and Fiber frameworks","golang-http-frameworks",{"claudeCode":12},"SKILL.md frontmatter at toolchains/golang/web/SKILL.md",[479],{"path":293,"priority":294},{"basePath":481,"description":482,"displayName":483,"installMethods":484,"rationale":485,"selectedPaths":486,"source":295,"sourceLanguage":18,"type":270},"toolchains/java/frameworks/spring-boot","Spring Boot 3.x - Java framework for production-ready applications with dependency injection, REST APIs, data access, security, and actuator monitoring","spring-boot",{"claudeCode":12},"SKILL.md frontmatter at toolchains/java/frameworks/spring-boot/SKILL.md",[487],{"path":293,"priority":294},{"basePath":489,"description":490,"displayName":491,"installMethods":492,"rationale":493,"selectedPaths":494,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/build/vite","Vite lightning-fast build tool with instant HMR, ESM-first architecture, and zero-config setup for modern web development","vite-build-tool",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/build/vite/SKILL.md",[495],{"path":293,"priority":294},{"basePath":497,"description":498,"displayName":499,"installMethods":500,"rationale":501,"selectedPaths":502,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/express-local-dev","Production-ready Express.js development covering middleware architecture, error handling, security hardening, testing strategies, and deployment patterns","express-production",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/express-local-dev/SKILL.md",[503,504,506,508,510],{"path":293,"priority":294},{"path":505,"priority":367},"references/middleware-patterns.md",{"path":507,"priority":367},"references/production-deployment.md",{"path":509,"priority":367},"references/security-hardening.md",{"path":511,"priority":367},"references/testing-strategies.md",{"basePath":513,"description":514,"displayName":515,"installMethods":516,"rationale":517,"selectedPaths":518,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/cloudflare","Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns","hono-cloudflare",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/cloudflare/SKILL.md",[519],{"path":293,"priority":294},{"basePath":521,"description":522,"displayName":523,"installMethods":524,"rationale":525,"selectedPaths":526,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/core","Hono ultrafast web framework fundamentals - routing, context, handlers, and response patterns for multi-runtime deployment","hono-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/core/SKILL.md",[527],{"path":293,"priority":294},{"basePath":529,"description":530,"displayName":531,"installMethods":532,"rationale":533,"selectedPaths":534,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/jsx","Hono JSX - server-side rendering, streaming, async components, and HTML generation patterns","hono-jsx",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/jsx/SKILL.md",[535],{"path":293,"priority":294},{"basePath":537,"description":538,"displayName":539,"installMethods":540,"rationale":541,"selectedPaths":542,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/middleware","Hono middleware patterns - creation, composition, built-in middleware, and execution order for web applications","hono-middleware",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/middleware/SKILL.md",[543],{"path":293,"priority":294},{"basePath":545,"description":546,"displayName":547,"installMethods":548,"rationale":549,"selectedPaths":550,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/rpc","Hono RPC - end-to-end type-safe API client generation with hc client and TypeScript inference","hono-rpc",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/rpc/SKILL.md",[551],{"path":293,"priority":294},{"basePath":553,"description":554,"displayName":555,"installMethods":556,"rationale":557,"selectedPaths":558,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/testing","Hono testing patterns - app.request(), test client, mocking environment, and integration testing strategies","hono-testing",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/testing/SKILL.md",[559],{"path":293,"priority":294},{"basePath":561,"description":562,"displayName":563,"installMethods":564,"rationale":565,"selectedPaths":566,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/hono/validation","Hono request validation with Zod, TypeBox, Valibot - type-safe input validation for JSON, forms, query params, and headers","hono-validation",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/validation/SKILL.md",[567],{"path":293,"priority":294},{"basePath":569,"description":570,"displayName":571,"installMethods":572,"rationale":573,"selectedPaths":574,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/nextjs","Next.js environment variable management with file precedence, variable types, and deployment configurations. Use when configuring Next.js applications, managing environment-specific settings, or deploying to Vercel/Railway/Heroku.","nextjs-env-variables",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/nextjs/SKILL.md",[575],{"path":293,"priority":294},{"basePath":577,"description":578,"displayName":579,"installMethods":580,"rationale":581,"selectedPaths":582,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/react","FlexLayout for React - Advanced docking layout manager with drag-and-drop, tabs, splitters, and complex window management","flexlayout-react",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/react/SKILL.md",[583],{"path":293,"priority":294},{"basePath":585,"description":586,"displayName":587,"installMethods":588,"rationale":589,"selectedPaths":590,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/react/state-machine","Building reusable React state machine skills with XState v5 and the actor model","react-state-machines",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/react/state-machine/SKILL.md",[591,592,594,596,598,600,602,604,606,608,610,612],{"path":293,"priority":294},{"path":593,"priority":367},"references/composition-patterns.md",{"path":595,"priority":367},"references/decision-trees.md",{"path":597,"priority":367},"references/error-handling.md",{"path":599,"priority":367},"references/migration-guide.md",{"path":601,"priority":367},"references/performance.md",{"path":603,"priority":367},"references/persistence-hydration.md",{"path":605,"priority":367},"references/react-integration.md",{"path":607,"priority":367},"references/real-world-patterns.md",{"path":609,"priority":367},"references/skills-architecture.md",{"path":611,"priority":367},"references/testing-patterns.md",{"path":613,"priority":367},"references/xstate-v5-patterns.md",{"basePath":615,"description":616,"displayName":617,"installMethods":618,"rationale":619,"selectedPaths":620,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/svelte","Svelte 5 - Reactive UI framework with compiler magic, Runes API, SvelteKit full-stack framework, SSR/SSG, minimal JavaScript","svelte",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/svelte/SKILL.md",[621],{"path":293,"priority":294},{"basePath":623,"description":624,"displayName":625,"installMethods":626,"rationale":627,"selectedPaths":628,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/svelte5-runes-static","Svelte 5 runes + SvelteKit adapter-static (SSG/SSR) patterns for hydration-safe state, store bridges, and reactivity that survives prerendering","svelte5-runes-static",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/svelte5-runes-static/SKILL.md",[629],{"path":293,"priority":294},{"basePath":631,"description":632,"displayName":633,"installMethods":634,"rationale":635,"selectedPaths":636,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/sveltekit","SvelteKit - Full-stack Svelte framework with file-based routing, SSR/SSG, form actions, and adapters for deployment","sveltekit",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/sveltekit/SKILL.md",[637],{"path":293,"priority":294},{"basePath":639,"description":640,"displayName":641,"installMethods":642,"rationale":643,"selectedPaths":644,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/frameworks/vue","Vue 3 - Progressive JavaScript framework with Composition API, reactivity system, single-file components, Vite integration, TypeScript support","vue",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/vue/SKILL.md",[645],{"path":293,"priority":294},{"basePath":647,"description":648,"displayName":649,"installMethods":650,"rationale":651,"selectedPaths":652,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/testing/cypress","Cypress end-to-end and component testing patterns for web apps: reliable selectors, stable waits, network stubbing, auth handling, CI parallelization, and flake reduction","cypress",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/testing/cypress/SKILL.md",[653],{"path":293,"priority":294},{"basePath":655,"description":656,"displayName":657,"installMethods":658,"rationale":659,"selectedPaths":660,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/testing/playwright","Playwright modern end-to-end testing framework with cross-browser automation, auto-wait, and built-in test runner","playwright-e2e-testing",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/testing/playwright/SKILL.md",[661],{"path":293,"priority":294},{"basePath":663,"description":664,"displayName":665,"installMethods":666,"rationale":667,"selectedPaths":668,"source":295,"sourceLanguage":18,"type":270},"toolchains/javascript/tooling/biome","Biome - Fast all-in-one toolchain for web projects (linter + formatter in Rust, 100x faster than ESLint)","biome",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/tooling/biome/SKILL.md",[669],{"path":293,"priority":294},{"basePath":671,"description":672,"displayName":673,"installMethods":674,"rationale":675,"selectedPaths":676,"source":295,"sourceLanguage":18,"type":270},"toolchains/nextjs/api/validated-handler","Type-safe API route handler with automatic Zod validation for Next.js App Router...","validated-handler",{"claudeCode":12},"SKILL.md frontmatter at toolchains/nextjs/api/validated-handler/SKILL.md",[677],{"path":293,"priority":294},{"basePath":679,"description":680,"displayName":681,"installMethods":682,"rationale":683,"selectedPaths":684,"source":295,"sourceLanguage":18,"type":270},"toolchains/nextjs/core","Core Next.js patterns for App Router development including Server Components, Server Actions, route handlers, data fetching, and caching strategies","nextjs-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/nextjs/core/SKILL.md",[685,686,688,690,692,694,696],{"path":293,"priority":294},{"path":687,"priority":367},"references/authentication.md",{"path":689,"priority":367},"references/caching-and-rendering.md",{"path":691,"priority":367},"references/data-fetching.md",{"path":693,"priority":367},"references/routing.md",{"path":695,"priority":367},"references/server-actions.md",{"path":697,"priority":367},"references/testing.md",{"basePath":699,"description":700,"displayName":701,"installMethods":702,"rationale":703,"selectedPaths":704,"source":295,"sourceLanguage":18,"type":270},"toolchains/nextjs/v16","Next.js 16 migration guide (async request APIs, \"use cache\", Turbopack)","nextjs-v16",{"claudeCode":12},"SKILL.md frontmatter at toolchains/nextjs/v16/SKILL.md",[705,706,708,710],{"path":293,"priority":294},{"path":707,"priority":367},"references/cache-components.md",{"path":709,"priority":367},"references/migration-checklist.md",{"path":711,"priority":367},"references/turbopack.md",{"basePath":713,"description":714,"displayName":715,"installMethods":716,"rationale":717,"selectedPaths":718,"source":295,"sourceLanguage":18,"type":270},"toolchains/php/frameworks/espocrm","Comprehensive guide for developing on EspoCRM - metadata-driven CRM with service layer architecture","espocrm-development",{"claudeCode":12},"SKILL.md frontmatter at toolchains/php/frameworks/espocrm/SKILL.md",[719,720,722,724,726,728,730,732,734,736,738],{"path":293,"priority":294},{"path":721,"priority":367},"references/api-actions.md",{"path":723,"priority":367},"references/architecture.md",{"path":725,"priority":367},"references/common-tasks.md",{"path":727,"priority":367},"references/custom-field-types.md",{"path":729,"priority":367},"references/development-workflow.md",{"path":731,"priority":367},"references/extension-packages.md",{"path":733,"priority":367},"references/frontend-customization.md",{"path":735,"priority":367},"references/hooks-and-services.md",{"path":737,"priority":367},"references/select-builder.md",{"path":739,"priority":367},"references/testing-debugging.md",{"basePath":741,"description":742,"displayName":743,"installMethods":744,"rationale":745,"selectedPaths":746,"source":295,"sourceLanguage":18,"type":270},"toolchains/php/frameworks/wordpress/advanced-architecture","Advanced WordPress development with REST API endpoints, WP-CLI commands, performance optimization, and caching strategies for scalable applications.","wordpress-advanced-architecture",{"claudeCode":12},"SKILL.md frontmatter at toolchains/php/frameworks/wordpress/advanced-architecture/SKILL.md",[747],{"path":293,"priority":294},{"basePath":749,"description":750,"displayName":751,"installMethods":752,"rationale":753,"selectedPaths":754,"source":295,"sourceLanguage":18,"type":270},"toolchains/php/frameworks/wordpress/block-editor","Modern WordPress block development and Full Site Editing with theme.json, block themes, and custom blocks for WordPress 6.7+","wordpress-block-editor-fse",{"claudeCode":12},"SKILL.md frontmatter at toolchains/php/frameworks/wordpress/block-editor/SKILL.md",[755],{"path":293,"priority":294},{"basePath":757,"description":758,"displayName":759,"installMethods":760,"rationale":761,"selectedPaths":762,"source":295,"sourceLanguage":18,"type":270},"toolchains/php/frameworks/wordpress/plugin-fundamentals","Modern WordPress plugin development with PHP 8.3+, OOP architecture, hooks system, database interactions, and Settings API","wordpress-plugin-fundamentals",{"claudeCode":12},"SKILL.md frontmatter at toolchains/php/frameworks/wordpress/plugin-fundamentals/SKILL.md",[763,764],{"path":293,"priority":294},{"path":305,"priority":306},{"basePath":766,"description":767,"displayName":768,"installMethods":769,"rationale":770,"selectedPaths":771,"source":295,"sourceLanguage":18,"type":270},"toolchains/php/frameworks/wordpress/security-validation","Security-first WordPress development with nonces, sanitization, validation, and escaping to prevent XSS, CSRF, and SQL injection vulnerabilities.","wordpress-security-validation",{"claudeCode":12},"SKILL.md frontmatter at toolchains/php/frameworks/wordpress/security-validation/SKILL.md",[772],{"path":293,"priority":294},{"basePath":774,"description":775,"displayName":776,"installMethods":777,"rationale":778,"selectedPaths":779,"source":295,"sourceLanguage":18,"type":270},"toolchains/php/frameworks/wordpress/testing-qa","WordPress plugin and theme testing with PHPUnit integration tests, WP_Mock unit tests, PHPCS coding standards, and CI/CD workflows","wordpress-testing-qa",{"claudeCode":12},"SKILL.md frontmatter at toolchains/php/frameworks/wordpress/testing-qa/SKILL.md",[780,781],{"path":293,"priority":294},{"path":305,"priority":306},{"basePath":783,"description":784,"displayName":785,"installMethods":786,"rationale":787,"selectedPaths":788,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/auth/better-auth/better-auth-authentication","Better Auth authentication flows for TypeScript apps. Use when enabling email/password auth, configuring social providers, or implementing sign-up, sign-in, and verification flows.","better-auth-authentication",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-authentication/SKILL.md",[789,790,792],{"path":293,"priority":294},{"path":791,"priority":367},"references/email-password.md",{"path":793,"priority":367},"references/providers.md",{"basePath":795,"description":796,"displayName":797,"installMethods":798,"rationale":799,"selectedPaths":800,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/auth/better-auth/better-auth-core","Better Auth core setup for TypeScript apps. Use when configuring the Better Auth instance, wiring server handlers and client instances, working with sessions, or calling server-side auth APIs.","better-auth-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-core/SKILL.md",[801,802,804,806],{"path":293,"priority":294},{"path":803,"priority":367},"references/client-server.md",{"path":805,"priority":367},"references/setup-database.md",{"path":807,"priority":367},"references/typescript.md",{"basePath":809,"description":810,"displayName":811,"installMethods":812,"rationale":813,"selectedPaths":814,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/auth/better-auth/better-auth-integrations","Better Auth framework integrations for TypeScript. Use when wiring route handlers in Next.js, SvelteKit, Remix, Express, Hono, or other web frameworks.","better-auth-integrations",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-integrations/SKILL.md",[815,816,818],{"path":293,"priority":294},{"path":817,"priority":367},"references/frameworks.md",{"path":819,"priority":367},"references/nextjs.md",{"basePath":821,"description":822,"displayName":823,"installMethods":824,"rationale":825,"selectedPaths":826,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/auth/better-auth/better-auth-plugins","Better Auth plugin system for TypeScript. Use when adding advanced auth features (2FA, magic link, passkey, username, JWT, organizations) via server and client plugins.","better-auth-plugins",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-plugins/SKILL.md",[827,828],{"path":293,"priority":294},{"path":829,"priority":367},"references/plugins-index.md",{"basePath":831,"description":832,"displayName":833,"installMethods":834,"rationale":835,"selectedPaths":836,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/backend/supabase","Supabase open-source Firebase alternative with Postgres, authentication, storage, and realtime subscriptions. Use when building full-stack applications requiring integrated backend services with Next.js, React, or Vue.","supabase-backend-platform",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/backend/supabase/SKILL.md",[837],{"path":293,"priority":294},{"basePath":839,"description":840,"displayName":841,"installMethods":842,"rationale":843,"selectedPaths":844,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/database/neon","Neon serverless Postgres with autoscaling, instant database branching, and zero-downtime deployments. Use when building serverless applications, implementing database branching for dev/staging, or deploying with Vercel/Netlify.","neon-serverless-postgres",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/database/neon/SKILL.md",[845],{"path":293,"priority":294},{"basePath":847,"description":848,"displayName":849,"installMethods":850,"rationale":851,"selectedPaths":852,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-agentic-cloud","DigitalOcean Gradient AI agentic cloud and AI platform for building, training, and deploying AI agents on GPU infrastructure with foundation models, knowledge bases, and agent routes. Use when planning or operating AI agents on DigitalOcean.","digitalocean-agentic-cloud",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-agentic-cloud/SKILL.md",[853],{"path":293,"priority":294},{"basePath":855,"description":856,"displayName":857,"installMethods":858,"rationale":859,"selectedPaths":860,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-compute","DigitalOcean compute services covering Droplets, App Platform, Functions, Kubernetes (DOKS), GPU Droplets, and Bare Metal GPUs. Use when selecting or provisioning compute for applications, containers, or serverless workloads.","digitalocean-compute",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-compute/SKILL.md",[861],{"path":293,"priority":294},{"basePath":863,"description":864,"displayName":865,"installMethods":866,"rationale":867,"selectedPaths":868,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-containers-images","DigitalOcean containers and images including Container Registry, preconfigured images, and custom images. Use when building, storing, or deploying container images or Droplet images on DigitalOcean.","digitalocean-containers-images",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-containers-images/SKILL.md",[869],{"path":293,"priority":294},{"basePath":871,"description":872,"displayName":873,"installMethods":874,"rationale":875,"selectedPaths":876,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-managed-databases","DigitalOcean Managed Databases for PostgreSQL, MySQL, Redis, MongoDB, Kafka, OpenSearch, and Valkey. Use when provisioning, scaling, or operating managed database clusters on DigitalOcean.","digitalocean-managed-databases",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-managed-databases/SKILL.md",[877],{"path":293,"priority":294},{"basePath":879,"description":880,"displayName":881,"installMethods":882,"rationale":883,"selectedPaths":884,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-management","DigitalOcean management services for monitoring, uptime checks, and resource organization with Projects. Use when setting up observability, alerts, and operational visibility on DigitalOcean.","digitalocean-management",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-management/SKILL.md",[885],{"path":293,"priority":294},{"basePath":887,"description":888,"displayName":889,"installMethods":890,"rationale":891,"selectedPaths":892,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-networking","DigitalOcean networking services including VPC, firewalls, load balancers, reserved IPs, DNS, IPv6, and NAT gateway. Use when designing or securing network connectivity for DigitalOcean workloads.","digitalocean-networking",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-networking/SKILL.md",[893],{"path":293,"priority":294},{"basePath":895,"description":896,"displayName":897,"installMethods":898,"rationale":899,"selectedPaths":900,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-overview","DigitalOcean platform overview for account setup, projects, tooling (Control Panel, doctl, API, Terraform), and service selection across compute, storage, databases, networking, management, and teams. Use when onboarding or planning DigitalOcean usage.","digitalocean-overview",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-overview/SKILL.md",[901],{"path":293,"priority":294},{"basePath":903,"description":904,"displayName":905,"installMethods":906,"rationale":907,"selectedPaths":908,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-storage","DigitalOcean storage services including Spaces object storage, Volumes block storage, NFS, Snapshots, and Backups. Use when selecting or managing storage for DigitalOcean workloads.","digitalocean-storage",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-storage/SKILL.md",[909],{"path":293,"priority":294},{"basePath":911,"description":912,"displayName":913,"installMethods":914,"rationale":915,"selectedPaths":916,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/digitalocean-teams","DigitalOcean Teams and Organizations for billing, access control, roles, and membership. Use when managing team structure, permissions, and organization-wide billing on DigitalOcean.","digitalocean-teams",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-teams/SKILL.md",[917],{"path":293,"priority":294},{"basePath":919,"description":920,"displayName":921,"installMethods":922,"rationale":923,"selectedPaths":924,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/netlify","Netlify JAMstack deployment platform with serverless functions, forms, and identity","netlify-deployment-platform",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/netlify/SKILL.md",[925],{"path":293,"priority":294},{"basePath":927,"description":928,"displayName":929,"installMethods":930,"rationale":931,"selectedPaths":932,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-ai","Vercel AI platform guidance covering AI SDK, AI Gateway, Vercel Agent, and MCP. Use when building AI-powered or agentic workloads on Vercel.","vercel-ai",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-ai/SKILL.md",[933],{"path":293,"priority":294},{"basePath":935,"description":936,"displayName":937,"installMethods":938,"rationale":939,"selectedPaths":940,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-deployments-builds","Vercel deployment lifecycle for builds, deployments, previews, release phases, and rollback. Use when configuring build output, deployment workflows, or release controls on Vercel.","vercel-deployments-builds",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-deployments-builds/SKILL.md",[941],{"path":293,"priority":294},{"basePath":943,"description":944,"displayName":945,"installMethods":946,"rationale":947,"selectedPaths":948,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-functions-runtime","Vercel Functions and Edge Runtime, including cron jobs and routing middleware. Use when building APIs, serverless workloads, or scheduled tasks on Vercel.","vercel-functions-runtime",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-functions-runtime/SKILL.md",[949],{"path":293,"priority":294},{"basePath":951,"description":952,"displayName":953,"installMethods":954,"rationale":955,"selectedPaths":956,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-networking-domains","Vercel networking and routing for domains, DNS, redirects, rewrites, headers, CDN, edge cache, and regions. Use when configuring routing or traffic behavior on Vercel.","vercel-networking-domains",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-networking-domains/SKILL.md",[957],{"path":293,"priority":294},{"basePath":959,"description":960,"displayName":961,"installMethods":962,"rationale":963,"selectedPaths":964,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-observability","Vercel observability for Web Analytics, Speed Insights, logs, tracing, alerts, and observability tooling. Use when monitoring performance or debugging production behavior on Vercel.","vercel-observability",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-observability/SKILL.md",[965],{"path":293,"priority":294},{"basePath":967,"description":968,"displayName":969,"installMethods":970,"rationale":971,"selectedPaths":972,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-overview","Vercel platform overview for onboarding, projects, CLI, Git integration, environment variables, project configuration, REST API, and webhooks. Use when planning or operating workloads on Vercel.","vercel-overview",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-overview/SKILL.md",[973],{"path":293,"priority":294},{"basePath":975,"description":976,"displayName":977,"installMethods":978,"rationale":979,"selectedPaths":980,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-security-access","Vercel security and access controls including RBAC, SSO, deployment protection, firewall, bot defense, audit logs, and 2FA. Use when securing Vercel projects or managing access.","vercel-security-access",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-security-access/SKILL.md",[981],{"path":293,"priority":294},{"basePath":983,"description":984,"displayName":985,"installMethods":986,"rationale":987,"selectedPaths":988,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-storage-data","Vercel data and storage services including Postgres, Redis, Vercel Blob, Edge Config, and data cache. Use when selecting data storage or caching on Vercel.","vercel-storage-data",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-storage-data/SKILL.md",[989],{"path":293,"priority":294},{"basePath":991,"description":992,"displayName":993,"installMethods":994,"rationale":995,"selectedPaths":996,"source":295,"sourceLanguage":18,"type":270},"toolchains/platforms/deployment/vercel-teams-billing","Vercel account, team, and billing management including plans and spend controls. Use when managing teams, accounts, or cost governance on Vercel.","vercel-teams-billing",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-teams-billing/SKILL.md",[997],{"path":293,"priority":294},{"basePath":267,"description":10,"displayName":999,"installMethods":1000,"rationale":1001,"selectedPaths":1002,"source":295,"sourceLanguage":18,"type":270},"datadog-observability",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/observability/datadog/SKILL.md",[1003,1004,1006,1008,1010,1012,1014,1016],{"path":293,"priority":294},{"path":1005,"priority":367},"references/agent-installation.md",{"path":1007,"priority":367},"references/alerting.md",{"path":1009,"priority":367},"references/apm-instrumentation.md",{"path":1011,"priority":367},"references/cost-optimization.md",{"path":1013,"priority":367},"references/custom-metrics.md",{"path":1015,"priority":367},"references/kubernetes.md",{"path":1017,"priority":367},"references/log-management.md",{"basePath":1019,"description":1020,"displayName":1021,"installMethods":1022,"rationale":1023,"selectedPaths":1024,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/async/asyncio","Python asyncio - Modern concurrent programming with async/await, event loops, tasks, coroutines, primitives, aiohttp, and FastAPI async patterns","asyncio",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/async/asyncio/SKILL.md",[1025],{"path":293,"priority":294},{"basePath":1027,"description":1028,"displayName":1029,"installMethods":1030,"rationale":1031,"selectedPaths":1032,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/async/celery","Distributed task queue system for Python enabling asynchronous execution of background jobs, scheduled tasks, and workflows across multiple workers with Django, Flask, and FastAPI integration.","celery",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/async/celery/SKILL.md",[1033],{"path":293,"priority":294},{"basePath":1035,"description":1036,"displayName":1037,"installMethods":1038,"rationale":1039,"selectedPaths":1040,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/data/sqlalchemy","SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic","sqlalchemy-orm",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/data/sqlalchemy/SKILL.md",[1041],{"path":293,"priority":294},{"basePath":1043,"description":1044,"displayName":1045,"installMethods":1046,"rationale":1047,"selectedPaths":1048,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/frameworks/django","Django full-featured Python web framework with batteries included (ORM, admin, auth)","django-framework",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/frameworks/django/SKILL.md",[1049],{"path":293,"priority":294},{"basePath":1051,"description":1052,"displayName":1053,"installMethods":1054,"rationale":1055,"selectedPaths":1056,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/frameworks/fastapi-local-dev","FastAPI dev/prod runbook (Uvicorn reload, Gunicorn)","fastapi-local-dev",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/frameworks/fastapi-local-dev/SKILL.md",[1057,1058,1060,1062,1064,1066,1068],{"path":293,"priority":294},{"path":1059,"priority":367},"references/dev-server.md",{"path":1061,"priority":367},"references/docker.md",{"path":1063,"priority":367},"references/process-management.md",{"path":1065,"priority":367},"references/production-gunicorn.md",{"path":1067,"priority":367},"references/templates.md",{"path":1069,"priority":367},"references/troubleshooting.md",{"basePath":1071,"description":1072,"displayName":1073,"installMethods":1074,"rationale":1075,"selectedPaths":1076,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/frameworks/flask","Flask - Lightweight Python web framework for microservices, REST APIs, and flexible web applications with extensive extension ecosystem","flask",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/frameworks/flask/SKILL.md",[1077],{"path":293,"priority":294},{"basePath":1079,"description":1080,"displayName":1081,"installMethods":1082,"rationale":1083,"selectedPaths":1084,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/testing/pytest","pytest - Python's most powerful testing framework with fixtures, parametrization, plugins, and framework integration for FastAPI, Django, Flask","pytest",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/testing/pytest/SKILL.md",[1085],{"path":293,"priority":294},{"basePath":1087,"description":1088,"displayName":1089,"installMethods":1090,"rationale":1091,"selectedPaths":1092,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/tooling/mypy","mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration","mypy",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/tooling/mypy/SKILL.md",[1093],{"path":293,"priority":294},{"basePath":1095,"description":1096,"displayName":1097,"installMethods":1098,"rationale":1099,"selectedPaths":1100,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/tooling/pyright","Pyright fast Python type checker from Microsoft with VS Code integration and strict type checking modes","pyright-type-checker",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/tooling/pyright/SKILL.md",[1101],{"path":293,"priority":294},{"basePath":1103,"description":1104,"displayName":1105,"installMethods":1106,"rationale":1107,"selectedPaths":1108,"source":295,"sourceLanguage":18,"type":270},"toolchains/python/validation/pydantic","Python data validation using type hints and runtime type checking with Pydantic v2's Rust-powered core for high-performance validation in FastAPI, Django, and configuration management.","pydantic",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/validation/pydantic/SKILL.md",[1109],{"path":293,"priority":294},{"basePath":1111,"description":1112,"displayName":1113,"installMethods":1114,"rationale":1115,"selectedPaths":1116,"source":295,"sourceLanguage":18,"type":270},"toolchains/rust/cli/clap","Build production Rust CLIs with Clap: subcommands, config layering, validation, exit codes, shell completions, and testable command surfaces","clap",{"claudeCode":12},"SKILL.md frontmatter at toolchains/rust/cli/clap/SKILL.md",[1117],{"path":293,"priority":294},{"basePath":1119,"description":1120,"displayName":1121,"installMethods":1122,"rationale":1123,"selectedPaths":1124,"source":295,"sourceLanguage":18,"type":270},"toolchains/rust/desktop-applications","Build cross-platform desktop applications with Rust using Tauri framework and native GUI alternatives","rust-desktop-applications",{"claudeCode":12},"SKILL.md frontmatter at toolchains/rust/desktop-applications/SKILL.md",[1125,1126,1128,1130,1132,1134,1136],{"path":293,"priority":294},{"path":1127,"priority":367},"references/architecture-patterns.md",{"path":1129,"priority":367},"references/native-gui-frameworks.md",{"path":1131,"priority":367},"references/platform-integration.md",{"path":1133,"priority":367},"references/state-management.md",{"path":1135,"priority":367},"references/tauri-framework.md",{"path":1137,"priority":367},"references/testing-deployment.md",{"basePath":1139,"description":1140,"displayName":1141,"installMethods":1142,"rationale":1143,"selectedPaths":1144,"source":295,"sourceLanguage":18,"type":270},"toolchains/rust/frameworks/axum","Axum (Rust) web framework patterns for production APIs: routers/extractors, state, middleware, error handling, tracing, graceful shutdown, and testing","axum",{"claudeCode":12},"SKILL.md frontmatter at toolchains/rust/frameworks/axum/SKILL.md",[1145],{"path":293,"priority":294},{"basePath":1147,"description":1148,"displayName":1149,"installMethods":1150,"rationale":1151,"selectedPaths":1152,"source":295,"sourceLanguage":18,"type":270},"toolchains/rust/frameworks/tauri","Advanced Tauri event patterns for bidirectional communication, streaming data, window-to-window messaging, and custom event handling","tauri-event-system",{"claudeCode":12},"SKILL.md frontmatter at toolchains/rust/frameworks/tauri/SKILL.md",[1153],{"path":293,"priority":294},{"basePath":1155,"description":1156,"displayName":1157,"installMethods":1158,"rationale":1159,"selectedPaths":1160,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/api/trpc","tRPC end-to-end type-safe APIs for TypeScript with React Query integration and full-stack type safety","trpc-type-safety",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/api/trpc/SKILL.md",[1161],{"path":293,"priority":294},{"basePath":1163,"description":1164,"displayName":1165,"installMethods":1166,"rationale":1167,"selectedPaths":1168,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/build/turborepo","High-performance monorepo build system with intelligent caching, task orchestration, and parallel execution for multi-package repositories and microservices.","turborepo",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/build/turborepo/SKILL.md",[1169],{"path":293,"priority":294},{"basePath":1171,"description":1172,"displayName":1173,"installMethods":1174,"rationale":1175,"selectedPaths":1176,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/core","Advanced TypeScript patterns and best practices for 2025","typescript-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/core/SKILL.md",[1177,1178,1180,1182,1184,1185,1187],{"path":293,"priority":294},{"path":1179,"priority":367},"references/advanced-patterns-2025.md",{"path":1181,"priority":367},"references/advanced-types.md",{"path":1183,"priority":367},"references/configuration.md",{"path":595,"priority":367},{"path":1186,"priority":367},"references/runtime-validation.md",{"path":1069,"priority":367},{"basePath":1189,"description":1190,"displayName":1191,"installMethods":1192,"rationale":1193,"selectedPaths":1194,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/data/drizzle","Type-safe SQL ORM for TypeScript with zero runtime overhead","drizzle-orm",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/drizzle/SKILL.md",[1195,1196,1198,1199,1201],{"path":293,"priority":294},{"path":1197,"priority":367},"references/advanced-schemas.md",{"path":601,"priority":367},{"path":1200,"priority":367},"references/query-patterns.md",{"path":1202,"priority":367},"references/vs-prisma.md",{"basePath":1204,"description":1205,"displayName":1206,"installMethods":1207,"rationale":1208,"selectedPaths":1209,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/data/drizzle-migrations","Migration-first database development workflow using Drizzle ORM for TypeScript/J...","drizzle-migrations",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/drizzle-migrations/SKILL.md",[1210],{"path":293,"priority":294},{"basePath":1212,"description":1213,"displayName":1214,"installMethods":1215,"rationale":1216,"selectedPaths":1217,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/data/kysely","Kysely type-safe SQL query builder - End-to-end type safety from schema to queries, migrations, transactions, plugins","kysely",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/kysely/SKILL.md",[1218],{"path":293,"priority":294},{"basePath":1220,"description":1221,"displayName":1222,"installMethods":1223,"rationale":1224,"selectedPaths":1225,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/data/prisma","Prisma ORM for TypeScript - Type-safe database toolkit with schema-first development, auto-generated client, migrations, relations, and Prisma Studio","prisma-orm",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/prisma/SKILL.md",[1226],{"path":293,"priority":294},{"basePath":1228,"description":1229,"displayName":1230,"installMethods":1231,"rationale":1232,"selectedPaths":1233,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/frameworks/fastify","Production Fastify (TypeScript) patterns: schema validation, plugins, typed routes, error handling, security hardening, logging, testing with inject, and graceful shutdown","fastify",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/frameworks/fastify/SKILL.md",[1234],{"path":293,"priority":294},{"basePath":1236,"description":1237,"displayName":1238,"installMethods":1239,"rationale":1240,"selectedPaths":1241,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/frameworks/nodejs-backend","Node.js backend development with TypeScript, Express/Fastify servers, routing, middleware, and database integration","nodejs-backend-typescript",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/frameworks/nodejs-backend/SKILL.md",[1242],{"path":293,"priority":294},{"basePath":1244,"description":1245,"displayName":1246,"installMethods":1247,"rationale":1248,"selectedPaths":1249,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/state/tanstack-query","TanStack Query (React Query) for asynchronous server-state management with automatic caching, background refetching, optimistic updates, and pagination in React applications.","tanstack-query",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/state/tanstack-query/SKILL.md",[1250],{"path":293,"priority":294},{"basePath":1252,"description":1253,"displayName":1254,"installMethods":1255,"rationale":1256,"selectedPaths":1257,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/state/zustand","Minimal, unopinionated state management library for React with simple hook-based API, no providers, and minimal boilerplate for global state without Redux complexity.","zustand",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/state/zustand/SKILL.md",[1258],{"path":293,"priority":294},{"basePath":1260,"description":1261,"displayName":1262,"installMethods":1263,"rationale":1264,"selectedPaths":1265,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/testing/jest","Jest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration","jest-typescript",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/testing/jest/SKILL.md",[1266],{"path":293,"priority":294},{"basePath":1268,"description":1269,"displayName":1270,"installMethods":1271,"rationale":1272,"selectedPaths":1273,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/testing/vitest","Vitest - Modern TypeScript testing framework with Vite-native performance, ESM support, and TypeScript-first design","vitest",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/testing/vitest/SKILL.md",[1274,1275,1277],{"path":293,"priority":294},{"path":1276,"priority":367},"CODE_EXAMPLES_INDEX.md",{"path":1278,"priority":367},"IMPLEMENTATION_SUMMARY.md",{"basePath":1280,"description":1281,"displayName":1282,"installMethods":1283,"rationale":1284,"selectedPaths":1285,"source":295,"sourceLanguage":18,"type":270},"toolchains/typescript/validation/zod","TypeScript-first schema validation library with static type inference for form validation, API validation, and runtime type checking with compile-time types.","zod",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/validation/zod/SKILL.md",[1286],{"path":293,"priority":294},{"basePath":1288,"description":1289,"displayName":1290,"installMethods":1291,"rationale":1292,"selectedPaths":1293,"source":295,"sourceLanguage":18,"type":270},"toolchains/ui/components/daisyui","Tailwind CSS component library providing semantic class names for 50+ components with built-in themes, dark mode, and customization for rapid UI development.","daisyui",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/components/daisyui/SKILL.md",[1294],{"path":293,"priority":294},{"basePath":1296,"description":1297,"displayName":1298,"installMethods":1299,"rationale":1300,"selectedPaths":1301,"source":295,"sourceLanguage":18,"type":270},"toolchains/ui/components/headlessui","Headless UI - Unstyled, fully accessible UI components for React and Vue with built-in ARIA patterns","headlessui",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/components/headlessui/SKILL.md",[1302],{"path":293,"priority":294},{"basePath":1304,"description":1305,"displayName":1306,"installMethods":1307,"rationale":1308,"selectedPaths":1309,"source":295,"sourceLanguage":18,"type":270},"toolchains/ui/components/shadcn","shadcn/ui component library for React with Tailwind CSS - copy-paste accessible components with full code ownership","shadcn-ui",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/components/shadcn/SKILL.md",[1310],{"path":293,"priority":294},{"basePath":1312,"description":1313,"displayName":1314,"installMethods":1315,"rationale":1316,"selectedPaths":1317,"source":295,"sourceLanguage":18,"type":270},"toolchains/ui/styling/tailwind","Tailwind CSS utility-first framework for rapid UI development with responsive design and dark mode","tailwind-css",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/styling/tailwind/SKILL.md",[1318],{"path":293,"priority":294},{"basePath":1320,"description":1321,"displayName":1322,"installMethods":1323,"rationale":1324,"selectedPaths":1325,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/data/graphql","GraphQL query language and runtime for APIs enabling clients to request exactly the data they need with strongly-typed schemas and single endpoint architecture.","graphql",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/data/graphql/SKILL.md",[1326],{"path":293,"priority":294},{"basePath":1328,"description":1329,"displayName":1330,"installMethods":1331,"rationale":1332,"selectedPaths":1333,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/dependency/audit","Dependency audit and cleanup workflow for maintaining healthy project dependencies. Use for regular maintenance, security updates, and removing unused packages.","dependency-audit",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/dependency/audit/SKILL.md",[1334],{"path":293,"priority":294},{"basePath":1336,"description":1337,"displayName":1338,"installMethods":1339,"rationale":1340,"selectedPaths":1341,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/emergency/release","Emergency release workflow for critical bug fixes and security patches. Use when production issues require fast-track deployment.","emergency-release-workflow",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/emergency/release/SKILL.md",[1342],{"path":293,"priority":294},{"basePath":1344,"description":1345,"displayName":1346,"installMethods":1347,"rationale":1348,"selectedPaths":1349,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/infrastructure/docker","Docker containerization for packaging applications with dependencies into isolated, portable units ensuring consistency across development, testing, and production environments.","docker",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/infrastructure/docker/SKILL.md",[1350],{"path":293,"priority":294},{"basePath":1352,"description":1353,"displayName":1354,"installMethods":1355,"rationale":1356,"selectedPaths":1357,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/infrastructure/github-actions","GitHub Actions CI/CD workflows for automating build, test, and deployment","github-actions",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/infrastructure/github-actions/SKILL.md",[1358],{"path":293,"priority":294},{"basePath":1360,"description":1361,"displayName":1362,"installMethods":1363,"rationale":1364,"selectedPaths":1365,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/infrastructure/homebrew-formula-maintenance","Homebrew formula maintenance workflows for Python CLIs and taps, including version bumps, SHA/resource updates, testing, audits, and releases.","homebrew-formula-maintenance",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/infrastructure/homebrew-formula-maintenance/SKILL.md",[1366],{"path":293,"priority":294},{"basePath":1368,"description":1369,"displayName":1370,"installMethods":1371,"rationale":1372,"selectedPaths":1373,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/infrastructure/media-transcoding","FFmpeg-based media transcoding workflows with preset-driven conversions, batch processing, and safe backups for web/mobile/archive outputs.","media-transcoding",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/infrastructure/media-transcoding/SKILL.md",[1374],{"path":293,"priority":294},{"basePath":1376,"description":1377,"displayName":1378,"installMethods":1379,"rationale":1380,"selectedPaths":1381,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/pr/quality","PR quality checklist for ensuring comprehensive, well-documented pull requests. Use before submitting PRs to improve review efficiency and code quality.","pr-quality-checklist",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/pr/quality/SKILL.md",[1382],{"path":293,"priority":294},{"basePath":1384,"description":1385,"displayName":1386,"installMethods":1387,"rationale":1388,"selectedPaths":1389,"source":295,"sourceLanguage":18,"type":270},"toolchains/universal/security/api-review","API security checklist for reviewing endpoints before deployment. Use when creating or modifying API routes to ensure proper authentication, authorization, and input validation.","api-security-review",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/security/api-review/SKILL.md",[1390],{"path":293,"priority":294},{"basePath":1392,"description":1393,"displayName":1394,"installMethods":1395,"rationale":1396,"selectedPaths":1397,"source":295,"sourceLanguage":18,"type":270},"toolchains/visualbasic/core","Core VB.NET patterns, type safety, modern language features","vb-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/core/SKILL.md",[1398],{"path":293,"priority":294},{"basePath":1400,"description":1401,"displayName":1402,"installMethods":1403,"rationale":1404,"selectedPaths":1405,"source":295,"sourceLanguage":18,"type":270},"toolchains/visualbasic/database/adonet","ADO.NET patterns, Entity Framework, database best practices","vb-database",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/database/adonet/SKILL.md",[1406],{"path":293,"priority":294},{"basePath":1408,"description":1409,"displayName":1410,"installMethods":1411,"rationale":1412,"selectedPaths":1413,"source":295,"sourceLanguage":18,"type":270},"toolchains/visualbasic/frameworks/winforms","Windows Forms development patterns, UI threading, data binding","vb-winforms",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/frameworks/winforms/SKILL.md",[1414],{"path":293,"priority":294},{"basePath":1416,"description":1417,"displayName":1418,"installMethods":1419,"rationale":1420,"selectedPaths":1421,"source":295,"sourceLanguage":18,"type":270},"toolchains/visualbasic/legacy/vb6-interop","Classic VB6 patterns, COM interop, migration strategies","vb6-legacy",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/legacy/vb6-interop/SKILL.md",[1422],{"path":293,"priority":294},{"basePath":1424,"description":1425,"displayName":1426,"installMethods":1427,"rationale":1428,"selectedPaths":1429,"source":295,"sourceLanguage":18,"type":270},"universal/architecture/software-patterns","Decision framework for architectural patterns including DI, SOA, Repository, Domain Events, Circuit Breaker, and Anti-Corruption Layer. Use when designing systems, choosing patterns, or reviewing architecture.","software-patterns",{"claudeCode":12},"SKILL.md frontmatter at universal/architecture/software-patterns/SKILL.md",[1430,1431,1433,1434,1436,1438],{"path":293,"priority":294},{"path":1432,"priority":367},"references/anti-patterns.md",{"path":595,"priority":367},{"path":1435,"priority":367},"references/examples.md",{"path":1437,"priority":367},"references/foundational-patterns.md",{"path":1439,"priority":367},"references/situational-patterns.md",{"basePath":1441,"description":1442,"displayName":1443,"installMethods":1444,"rationale":1445,"selectedPaths":1446,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/brainstorming","Interactive idea refinement using Socratic method to develop fully-formed designs","brainstorming",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/brainstorming/SKILL.md",[1447],{"path":293,"priority":294},{"basePath":1449,"description":1450,"displayName":1451,"installMethods":1452,"rationale":1453,"selectedPaths":1454,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/dispatching-parallel-agents","Use multiple Claude agents to investigate and fix independent problems concurrently","dispatching-parallel-agents",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/dispatching-parallel-agents/SKILL.md",[1455,1456,1458,1460,1461],{"path":293,"priority":294},{"path":1457,"priority":367},"references/agent-prompts.md",{"path":1459,"priority":367},"references/coordination-patterns.md",{"path":1435,"priority":367},{"path":1069,"priority":367},{"basePath":1463,"description":1464,"displayName":1465,"installMethods":1466,"rationale":1467,"selectedPaths":1468,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/git-workflow","Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.","git-workflow",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/git-workflow/SKILL.md",[1469],{"path":293,"priority":294},{"basePath":1471,"description":1472,"displayName":1473,"installMethods":1474,"rationale":1475,"selectedPaths":1476,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/git-worktrees","Use git worktrees for parallel development on multiple branches simultaneously","git-worktrees",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/git-worktrees/SKILL.md",[1477],{"path":293,"priority":294},{"basePath":1479,"description":1480,"displayName":1481,"installMethods":1482,"rationale":1483,"selectedPaths":1484,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/requesting-code-review","Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding","requesting-code-review",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/requesting-code-review/SKILL.md",[1485,1486,1488],{"path":293,"priority":294},{"path":1487,"priority":367},"references/code-reviewer-template.md",{"path":1489,"priority":367},"references/review-examples.md",{"basePath":1491,"description":1492,"displayName":1493,"installMethods":1494,"rationale":1495,"selectedPaths":1496,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/stacked-prs","Create and manage stacked (dependent) pull requests for complex features","stacked-prs",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/stacked-prs/SKILL.md",[1497],{"path":293,"priority":294},{"basePath":1499,"description":1500,"displayName":1501,"installMethods":1502,"rationale":1503,"selectedPaths":1504,"source":295,"sourceLanguage":18,"type":270},"universal/collaboration/writing-plans","Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context","writing-plans",{"claudeCode":12},"SKILL.md frontmatter at universal/collaboration/writing-plans/SKILL.md",[1505,1506,1508],{"path":293,"priority":294},{"path":1507,"priority":367},"references/best-practices.md",{"path":1509,"priority":367},"references/plan-structure-templates.md",{"basePath":1511,"description":1512,"displayName":1513,"installMethods":1514,"rationale":1515,"selectedPaths":1516,"source":295,"sourceLanguage":18,"type":270},"universal/data/database-migration","Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance.","database-migration",{"claudeCode":12},"SKILL.md frontmatter at universal/data/database-migration/SKILL.md",[1517,1518,1519],{"path":293,"priority":294},{"path":595,"priority":367},{"path":1069,"priority":367},{"basePath":1521,"description":1522,"displayName":1523,"installMethods":1524,"rationale":1525,"selectedPaths":1526,"source":295,"sourceLanguage":18,"type":270},"universal/data/json-data-handling","Working effectively with JSON data structures.","json-data-handling",{"claudeCode":12},"SKILL.md frontmatter at universal/data/json-data-handling/SKILL.md",[1527],{"path":293,"priority":294},{"basePath":1529,"description":1530,"displayName":1531,"installMethods":1532,"rationale":1533,"selectedPaths":1534,"source":295,"sourceLanguage":18,"type":270},"universal/data/reporting-pipelines","Reporting pipelines for CSV/JSON/Markdown exports with timestamped outputs, summaries, and post-processing.","reporting-pipelines",{"claudeCode":12},"SKILL.md frontmatter at universal/data/reporting-pipelines/SKILL.md",[1535],{"path":293,"priority":294},{"basePath":1537,"description":1538,"displayName":1539,"installMethods":1540,"rationale":1541,"selectedPaths":1542,"source":295,"sourceLanguage":18,"type":270},"universal/data/sec-edgar-pipeline","SEC EDGAR extraction pipeline: setup, filing discovery by CIK, recipe-driven extraction, and report generation.","sec-edgar-pipeline",{"claudeCode":12},"SKILL.md frontmatter at universal/data/sec-edgar-pipeline/SKILL.md",[1543],{"path":293,"priority":294},{"basePath":1545,"description":1546,"displayName":1547,"installMethods":1548,"rationale":1549,"selectedPaths":1550,"source":295,"sourceLanguage":18,"type":270},"universal/data/xlsx","Working with Excel files programmatically.","xlsx",{"claudeCode":12},"SKILL.md frontmatter at universal/data/xlsx/SKILL.md",[1551],{"path":293,"priority":294},{"basePath":1553,"description":1554,"displayName":1555,"installMethods":1556,"rationale":1557,"selectedPaths":1558,"source":295,"sourceLanguage":18,"type":270},"universal/debugging/root-cause-tracing","Systematically trace bugs backward through call stack to find original trigger","root-cause-tracing",{"claudeCode":12},"SKILL.md frontmatter at universal/debugging/root-cause-tracing/SKILL.md",[1559,1560,1562,1563,1565],{"path":293,"priority":294},{"path":1561,"priority":367},"references/advanced-techniques.md",{"path":1435,"priority":367},{"path":1564,"priority":367},"references/integration.md",{"path":1566,"priority":367},"references/tracing-techniques.md",{"basePath":1568,"description":1569,"displayName":1570,"installMethods":1571,"rationale":1572,"selectedPaths":1573,"source":295,"sourceLanguage":18,"type":270},"universal/debugging/systematic-debugging","Systematic debugging methodology emphasizing root cause analysis over quick fixes","systematic-debugging",{"claudeCode":12},"SKILL.md frontmatter at universal/debugging/systematic-debugging/SKILL.md",[1574,1575,1576,1577,1578],{"path":293,"priority":294},{"path":1432,"priority":367},{"path":1435,"priority":367},{"path":1069,"priority":367},{"path":1579,"priority":367},"references/workflow.md",{"basePath":1581,"description":1582,"displayName":1583,"installMethods":1584,"rationale":1585,"selectedPaths":1586,"source":295,"sourceLanguage":18,"type":270},"universal/debugging/verification-before-completion","Run verification commands and confirm output before claiming success","verification-before-completion",{"claudeCode":12},"SKILL.md frontmatter at universal/debugging/verification-before-completion/SKILL.md",[1587,1588,1590,1592,1594],{"path":293,"priority":294},{"path":1589,"priority":367},"references/gate-function.md",{"path":1591,"priority":367},"references/integration-and-workflows.md",{"path":1593,"priority":367},"references/red-flags-and-failures.md",{"path":1595,"priority":367},"references/verification-patterns.md",{"basePath":1597,"description":1598,"displayName":1599,"installMethods":1600,"rationale":1601,"selectedPaths":1602,"source":295,"sourceLanguage":18,"type":270},"universal/infrastructure/env-manager","Environment variable validation, security scanning, and management for Next.js, Vite, React, and Node.js applications","env-manager",{"claudeCode":12},"SKILL.md frontmatter at universal/infrastructure/env-manager/SKILL.md",[1603,1604,1605,1607,1609,1610],{"path":293,"priority":294},{"path":817,"priority":367},{"path":1606,"priority":367},"references/security.md",{"path":1608,"priority":367},"references/synchronization.md",{"path":1069,"priority":367},{"path":1611,"priority":367},"references/validation.md",{"basePath":1613,"description":1614,"displayName":1615,"installMethods":1616,"rationale":1617,"selectedPaths":1618,"source":295,"sourceLanguage":18,"type":270},"universal/infrastructure/kubernetes","Kubernetes operations playbook for deploying services: core objects, probes, resource sizing, safe rollouts, and fast kubectl debugging","kubernetes",{"claudeCode":12},"SKILL.md frontmatter at universal/infrastructure/kubernetes/SKILL.md",[1619,1620,1622,1624,1626],{"path":293,"priority":294},{"path":1621,"priority":367},"references/core-objects.md",{"path":1623,"priority":367},"references/debugging-runbook.md",{"path":1625,"priority":367},"references/rollouts-and-probes.md",{"path":509,"priority":367},{"basePath":1628,"description":1629,"displayName":1630,"installMethods":1631,"rationale":1632,"selectedPaths":1633,"source":295,"sourceLanguage":18,"type":270},"universal/infrastructure/terraform","Terraform infrastructure-as-code workflow patterns: state and environments, module design, safe plan/apply, drift control, and CI guardrails","terraform",{"claudeCode":12},"SKILL.md frontmatter at universal/infrastructure/terraform/SKILL.md",[1634,1635,1637,1639],{"path":293,"priority":294},{"path":1636,"priority":367},"references/modules-and-composition.md",{"path":1638,"priority":367},"references/state-and-environments.md",{"path":1640,"priority":367},"references/workflows-and-guardrails.md",{"basePath":1642,"description":1643,"displayName":1644,"installMethods":1645,"rationale":1646,"selectedPaths":1647,"source":295,"sourceLanguage":18,"type":270},"universal/main/artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui)","artifacts-builder",{"claudeCode":12},"SKILL.md frontmatter at universal/main/artifacts-builder/SKILL.md",[1648],{"path":293,"priority":294},{"basePath":1650,"description":1651,"displayName":1652,"installMethods":1653,"rationale":1654,"selectedPaths":1655,"source":295,"sourceLanguage":18,"type":270},"universal/main/internal-comms","Framework for writing concise 3P (Progress, Plans, Problems) team updates for executives and stakeholders","internal-comms-3p-updates",{"claudeCode":12},"SKILL.md frontmatter at universal/main/internal-comms/SKILL.md",[1656],{"path":293,"priority":294},{"basePath":1658,"description":1659,"displayName":1660,"installMethods":1661,"rationale":1662,"selectedPaths":1663,"source":295,"sourceLanguage":18,"type":270},"universal/main/mcp-builder","MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing","mcp-builder",{"claudeCode":12},"SKILL.md frontmatter at universal/main/mcp-builder/SKILL.md",[1664],{"path":293,"priority":294},{"basePath":1666,"description":1667,"displayName":1668,"installMethods":1669,"rationale":1670,"selectedPaths":1671,"source":295,"sourceLanguage":18,"type":270},"universal/main/skill-creator","Guide for creating effective skills","skill-creator",{"claudeCode":12},"SKILL.md frontmatter at universal/main/skill-creator/SKILL.md",[1672,1673,1674,1676,1677,1679],{"path":293,"priority":294},{"path":1507,"priority":367},{"path":1675,"priority":367},"references/creation-workflow.md",{"path":1435,"priority":367},{"path":1678,"priority":367},"references/progressive-disclosure.md",{"path":1680,"priority":367},"references/skill-structure.md",{"basePath":1682,"description":1683,"displayName":1684,"installMethods":1685,"rationale":1686,"selectedPaths":1687,"source":295,"sourceLanguage":18,"type":270},"universal/observability/opentelemetry","OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting","opentelemetry",{"claudeCode":12},"SKILL.md frontmatter at universal/observability/opentelemetry/SKILL.md",[1688,1689,1691,1693],{"path":293,"priority":294},{"path":1690,"priority":367},"references/collector-and-otlp.md",{"path":1692,"priority":367},"references/concepts.md",{"path":1694,"priority":367},"references/instrumentation-and-troubleshooting.md",{"basePath":1696,"description":1697,"displayName":1698,"installMethods":1699,"rationale":1700,"selectedPaths":1701,"source":295,"sourceLanguage":18,"type":270},"universal/orchestration/mpm-orchestration-demo","Reference implementation demonstrating the Command → Agent → Skill orchestration pattern in Claude MPM, showing both preloaded-skill and dynamic-skill-invocation styles","mpm-orchestration-demo",{"claudeCode":12},"SKILL.md frontmatter at universal/orchestration/mpm-orchestration-demo/SKILL.md",[1702,1703],{"path":293,"priority":294},{"path":1704,"priority":367},"references/orchestration-patterns.md",{"basePath":1706,"description":1707,"displayName":1708,"installMethods":1709,"rationale":1710,"selectedPaths":1711,"source":295,"sourceLanguage":18,"type":270},"universal/security/security-scanning","CI security scanning: secrets, deps, SAST, triage, expiring exceptions","security-scanning",{"claudeCode":12},"SKILL.md frontmatter at universal/security/security-scanning/SKILL.md",[1712,1713,1715,1717,1719,1721],{"path":293,"priority":294},{"path":1714,"priority":367},"references/ci-workflows.md",{"path":1716,"priority":367},"references/common-findings-and-fixes.md",{"path":1718,"priority":367},"references/supply-chain-and-sbom.md",{"path":1720,"priority":367},"references/tooling-matrix.md",{"path":1722,"priority":367},"references/triage-and-remediation.md",{"basePath":1724,"description":1725,"displayName":1726,"installMethods":1727,"rationale":1728,"selectedPaths":1729,"source":295,"sourceLanguage":18,"type":270},"universal/security/threat-modeling","Threat modeling workflow for software systems: scope, data flow diagrams, STRIDE analysis, risk scoring, and turning mitigations into backlog and tests","threat-modeling",{"claudeCode":12},"SKILL.md frontmatter at universal/security/threat-modeling/SKILL.md",[1730,1731,1733,1735],{"path":293,"priority":294},{"path":1732,"priority":367},"references/common-threats-and-mitigations.md",{"path":1734,"priority":367},"references/stride-workshop.md",{"path":1067,"priority":367},{"basePath":1737,"description":1738,"displayName":1739,"installMethods":1740,"rationale":1741,"selectedPaths":1742,"source":295,"sourceLanguage":18,"type":270},"universal/testing/condition-based-waiting","Replace arbitrary timeouts with condition polling for reliable async tests","condition-based-waiting",{"claudeCode":12},"SKILL.md frontmatter at universal/testing/condition-based-waiting/SKILL.md",[1743,1744],{"path":293,"priority":294},{"path":1745,"priority":367},"references/patterns-and-implementation.md",{"basePath":1747,"description":1748,"displayName":1749,"installMethods":1750,"rationale":1751,"selectedPaths":1752,"source":295,"sourceLanguage":18,"type":270},"universal/testing/test-driven-development","Comprehensive TDD patterns and practices for all programming languages, eliminating redundant testing guidance per agent.","test-driven-development",{"claudeCode":12},"SKILL.md frontmatter at universal/testing/test-driven-development/SKILL.md",[1753,1754,1755,1756,1757,1759],{"path":293,"priority":294},{"path":1432,"priority":367},{"path":1435,"priority":367},{"path":1564,"priority":367},{"path":1758,"priority":367},"references/philosophy.md",{"path":1579,"priority":367},{"basePath":1761,"description":1762,"displayName":1763,"installMethods":1764,"rationale":1765,"selectedPaths":1766,"source":295,"sourceLanguage":18,"type":270},"universal/testing/test-quality-inspector","Test quality inspection framework for reviewing test coverage, identifying gaps, and ensuring comprehensive validation","test-quality-inspector",{"claudeCode":12},"SKILL.md frontmatter at universal/testing/test-quality-inspector/SKILL.md",[1767,1768,1770,1772],{"path":293,"priority":294},{"path":1769,"priority":367},"references/assertion-quality.md",{"path":1771,"priority":367},"references/inspection-checklist.md",{"path":1773,"priority":367},"references/red-flags.md",{"basePath":1775,"description":1776,"displayName":1777,"installMethods":1778,"rationale":1779,"selectedPaths":1780,"source":295,"sourceLanguage":18,"type":270},"universal/testing/testing-anti-patterns","Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking. Language-agnostic principles with TypeScript/Jest and Python/pytest examples.","testing-anti-patterns",{"claudeCode":12},"SKILL.md frontmatter at universal/testing/testing-anti-patterns/SKILL.md",[1781,1782,1784,1786,1788,1790],{"path":293,"priority":294},{"path":1783,"priority":367},"references/completeness-anti-patterns.md",{"path":1785,"priority":367},"references/core-anti-patterns.md",{"path":1787,"priority":367},"references/detection-guide.md",{"path":1789,"priority":367},"references/python-examples.md",{"path":1791,"priority":367},"references/tdd-connection.md",{"basePath":1793,"description":1794,"displayName":1795,"installMethods":1796,"rationale":1797,"selectedPaths":1798,"source":295,"sourceLanguage":18,"type":270},"universal/testing/webapp-testing","Comprehensive web application testing patterns with Playwright selectors, wait strategies, and best practices","webapp-testing-patterns",{"claudeCode":12},"SKILL.md frontmatter at universal/testing/webapp-testing/SKILL.md",[1799],{"path":293,"priority":294},{"basePath":1801,"description":1802,"displayName":1803,"installMethods":1804,"rationale":1805,"selectedPaths":1806,"source":295,"sourceLanguage":18,"type":270},"universal/verification/bug-fix","Systematic workflow for verifying bug fixes to ensure quality and prevent regres...","bug-fix",{"claudeCode":12},"SKILL.md frontmatter at universal/verification/bug-fix/SKILL.md",[1807],{"path":293,"priority":294},{"basePath":1809,"description":1810,"displayName":1811,"installMethods":1812,"rationale":1813,"selectedPaths":1814,"source":295,"sourceLanguage":18,"type":270},"universal/verification/pre-merge","Comprehensive verification workflow before merging changes to production.","pre-merge",{"claudeCode":12},"SKILL.md frontmatter at universal/verification/pre-merge/SKILL.md",[1815],{"path":293,"priority":294},{"basePath":1817,"description":1818,"displayName":1819,"installMethods":1820,"rationale":1821,"selectedPaths":1822,"source":295,"sourceLanguage":18,"type":270},"universal/verification/screenshot","Visual verification workflow for UI changes to accelerate code review and catch ...","screenshot",{"claudeCode":12},"SKILL.md frontmatter at universal/verification/screenshot/SKILL.md",[1823],{"path":293,"priority":294},{"basePath":1825,"description":1826,"displayName":1827,"installMethods":1828,"rationale":1829,"selectedPaths":1830,"source":295,"sourceLanguage":18,"type":270},"universal/web/api-design-patterns","Comprehensive API design patterns covering REST, GraphQL, gRPC, versioning, authentication, and modern API best practices","api-design-patterns",{"claudeCode":12},"SKILL.md frontmatter at universal/web/api-design-patterns/SKILL.md",[1831,1832,1833,1835,1837,1839],{"path":293,"priority":294},{"path":687,"priority":367},{"path":1834,"priority":367},"references/graphql-patterns.md",{"path":1836,"priority":367},"references/grpc-patterns.md",{"path":1838,"priority":367},"references/rest-patterns.md",{"path":1840,"priority":367},"references/versioning-strategies.md",{"basePath":1842,"description":1843,"displayName":1844,"installMethods":1845,"rationale":1846,"selectedPaths":1847,"source":295,"sourceLanguage":18,"type":270},"universal/web/api-documentation","Best practices for documenting APIs and code interfaces, eliminating redundant documentation guidance per agent.","api-documentation",{"claudeCode":12},"SKILL.md frontmatter at universal/web/api-documentation/SKILL.md",[1848],{"path":293,"priority":294},{"basePath":1850,"description":1851,"displayName":1852,"installMethods":1853,"rationale":1854,"selectedPaths":1855,"source":295,"sourceLanguage":18,"type":270},"universal/web/web-performance-optimization","Optimize web performance using Core Web Vitals, modern patterns (View Transitions, Speculation Rules), and framework-specific techniques","web-performance-optimization",{"claudeCode":12},"SKILL.md frontmatter at universal/web/web-performance-optimization/SKILL.md",[1856,1857,1859,1861,1863,1865,1867],{"path":293,"priority":294},{"path":1858,"priority":367},"references/core-web-vitals.md",{"path":1860,"priority":367},"references/framework-specific.md",{"path":1862,"priority":367},"references/modern-patterns-2025.md",{"path":1864,"priority":367},"references/monitoring.md",{"path":1866,"priority":367},"references/optimization-techniques.md",{"path":1868,"priority":367},"references/quick-wins.md",{"sources":1870},[1871],"manual",{"closedIssues90d":8,"description":1873,"forks":255,"license":261,"openIssues90d":257,"pushedAt":258,"readmeSize":253,"stars":259,"topics":1874},"Curated collection of Claude Code skills for intelligent project development with progressive loading and toolchain detection",[],{"classifiedAt":1876,"discoverAt":1877,"extractAt":1878,"githubAt":1878,"updatedAt":1876},1778683189236,1778683184016,1778683187105,[230,226,231,225,227,228,224,223,229],{"evaluatedAt":265,"extractAt":1881,"updatedAt":265},1778683190010,[],[1884,1917,1944,1971,1997,2028],{"_creationTime":1885,"_id":1886,"community":1887,"display":1888,"identity":1894,"providers":1899,"relations":1910,"tags":1913,"workflow":1914},1778675056600.2373,"k17a55347avnysgdngh6mp591186mfkp",{"reviewCount":8},{"description":1889,"installMethods":1890,"name":1892,"sourceUrl":1893},"Observability Designer (POWERFUL)",{"claudeCode":1891},"alirezarezvani/claude-skills","Observability Designer","https://github.com/alirezarezvani/claude-skills",{"basePath":1895,"githubOwner":1896,"githubRepo":1897,"locale":18,"slug":1898,"type":270},"engineering/skills/observability-designer","alirezarezvani","claude-skills","observability-designer",{"evaluate":1900,"extract":1909},{"promptVersionExtension":216,"promptVersionScoring":217,"score":1901,"tags":1902,"targetMarket":232,"tier":1908},100,[223,1903,1904,230,1905,224,1906,1907],"sli","slo","dashboard","sre","python","verified",{"commitSha":276,"license":261},{"parentExtensionId":1911,"repoId":1912},"k173223hfbd6c4mx6r1jdx23wn86mbpb","kd7ff9s1w43mfyy1n7hf87816186m6px",[230,1905,224,223,1907,1903,1904,1906],{"evaluatedAt":1915,"extractAt":1916,"updatedAt":1915},1778678852955,1778675056600,{"_creationTime":1918,"_id":1919,"community":1920,"display":1921,"identity":1927,"providers":1931,"relations":1937,"tags":1940,"workflow":1941},1778692306427.1008,"k1765sh5hfr4rsb6g5zkdjtdwh86nm9z",{"reviewCount":8},{"description":1922,"installMethods":1923,"name":1925,"sourceUrl":1926},"Unified APM and monitoring surface. Polls Datadog, New Relic, and OpenTelemetry backends for active alerts, error traces, and entity health. Use --watch for live polling every 60 seconds. Use --setup to configure monitoring credentials.",{"claudeCode":1924},"Lifecycle-Innovations-Limited/claude-ops","ops-monitor","https://github.com/Lifecycle-Innovations-Limited/claude-ops",{"basePath":1928,"githubOwner":1929,"githubRepo":1930,"locale":18,"slug":1925,"type":270},"claude-ops/skills/ops-monitor","Lifecycle-Innovations-Limited","claude-ops",{"evaluate":1932,"extract":1936},{"promptVersionExtension":216,"promptVersionScoring":217,"score":1901,"tags":1933,"targetMarket":232,"tier":1908},[224,226,225,1934,1684,1935],"new-relic","cli",{"commitSha":276,"license":261},{"parentExtensionId":1938,"repoId":1939},"k17d0t6ns7y6t377pfprg128hd86nm89","kd7d52tcek2e34r805zs06b10d86n39v",[226,1935,225,224,1934,1684],{"evaluatedAt":1942,"extractAt":1943,"updatedAt":1942},1778692743382,1778692306427,{"_creationTime":1945,"_id":1946,"community":1947,"display":1948,"identity":1954,"providers":1958,"relations":1964,"tags":1967,"workflow":1968},1778693180473.1174,"k17fm8t65dw1y28823kj8ce3bn86mgqg",{"reviewCount":8},{"description":1949,"installMethods":1950,"name":1952,"sourceUrl":1953},"Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.\nTriggers: \"azure-monitor-query\", \"LogsQueryClient\", \"MetricsQueryClient\", \"Log Analytics\", \"Kusto queries\", \"Azure metrics\".\n",{"claudeCode":1951},"microsoft/agent-skills","azure-monitor-query-py","https://github.com/microsoft/agent-skills",{"basePath":1955,"githubOwner":1956,"githubRepo":1957,"locale":18,"slug":1952,"type":270},".github/plugins/azure-sdk-python/skills/azure-monitor-query-py","microsoft","agent-skills",{"evaluate":1959,"extract":1963},{"promptVersionExtension":216,"promptVersionScoring":217,"score":1901,"tags":1960,"targetMarket":232,"tier":1908},[1961,224,227,228,1962,1907],"azure","sdk",{"commitSha":276},{"parentExtensionId":1965,"repoId":1966},"k171mfx6atvhq1bkhpky84v4b186n9qd","kd77czgnv00rfjm815pcc5xx5986n5t8",[1961,227,228,224,1907,1962],{"evaluatedAt":1969,"extractAt":1970,"updatedAt":1969},1778695102758,1778693180473,{"_creationTime":1972,"_id":1973,"community":1974,"display":1975,"identity":1981,"providers":1984,"relations":1991,"tags":1993,"workflow":1994},1778694578248.1062,"k17e56dzsqh7qked458bjbs0e586n21y",{"reviewCount":8},{"description":1976,"installMethods":1977,"name":1979,"sourceUrl":1980},"Query Netdata Cloud via its REST API -- metrics, logs (systemd-journal / windows-events / otel-logs), topology graphs (topology:snmp), network flows (flows:netflow), alerts, dynamic configuration (DynCfg), and generic Functions on a node. Use when the user asks about querying Netdata Cloud, fetching metrics from the cloud, querying logs / topology / netflow / sflow / ipfix through Cloud, listing or modifying configurations via DynCfg, calling agent Functions through Cloud, listing spaces/rooms/nodes, or building a curl command against `app.netdata.cloud`. Pairs with the `query-netdata-agents` skill when direct-agent access is needed.",{"claudeCode":1978},"netdata/netdata","query-netdata-cloud","https://github.com/netdata/netdata",{"basePath":1982,"githubOwner":1983,"githubRepo":1983,"locale":18,"slug":1979,"type":270},"docs/netdata-ai/skills/query-netdata-cloud","netdata",{"evaluate":1985,"extract":1990},{"promptVersionExtension":216,"promptVersionScoring":217,"score":1901,"tags":1986,"targetMarket":232,"tier":1908},[1983,1987,224,228,227,1988,1989],"api","topology","rest",{"commitSha":276},{"repoId":1992},"kd70yp91ybn40a638h3hzz6nbd86m2cw",[1987,227,228,224,1983,1989,1988],{"evaluatedAt":1995,"extractAt":1996,"updatedAt":1995},1778694825298,1778694578248,{"_creationTime":1998,"_id":1999,"community":2000,"display":2001,"identity":2007,"providers":2012,"relations":2021,"tags":2024,"workflow":2025},1778695116697.1929,"k176f565j7tyetjxk9sgbjcqp186ndk5",{"reviewCount":8},{"description":2002,"installMethods":2003,"name":2005,"sourceUrl":2006},"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.",{"claudeCode":2004},"Orchestra-Research/AI-Research-SKILLs","LangSmith Observability","https://github.com/Orchestra-Research/AI-Research-SKILLs",{"basePath":2008,"githubOwner":2009,"githubRepo":2010,"locale":18,"slug":2011,"type":270},"17-observability/langsmith","Orchestra-Research","AI-Research-SKILLs","langsmith",{"evaluate":2013,"extract":2020},{"promptVersionExtension":216,"promptVersionScoring":217,"score":2014,"tags":2015,"targetMarket":232,"tier":1908},99,[223,2011,229,2016,224,2017,2018,2019],"evaluation","llmops","debugging","testing",{"commitSha":276,"license":261},{"parentExtensionId":2022,"repoId":2023},"k17155ws9qc0hw7a568bg79sfd86max8","kd70hj1y80mhra5xm5g188j5n586mg18",[2018,2016,2011,2017,224,223,2019,229],{"evaluatedAt":2026,"extractAt":2027,"updatedAt":2026},1778697046926,1778695116697,{"_creationTime":2029,"_id":2030,"community":2031,"display":2032,"identity":2038,"providers":2042,"relations":2053,"tags":2056,"workflow":2057},1778699018122.7944,"k171j840fp752m88ak9e34b3ex86n05g",{"reviewCount":8},{"description":2033,"installMethods":2034,"name":2036,"sourceUrl":2037},"Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.",{"claudeCode":2035},"wshobson/agents","service-mesh-observability","https://github.com/wshobson/agents",{"basePath":2039,"githubOwner":2040,"githubRepo":2041,"locale":18,"slug":2036,"type":270},"plugins/cloud-infrastructure/skills/service-mesh-observability","wshobson","agents",{"evaluate":2043,"extract":2052},{"promptVersionExtension":216,"promptVersionScoring":217,"score":2044,"tags":2045,"targetMarket":232,"tier":1908},98,[223,2046,2047,2048,229,228,2049,2050,2051],"service-mesh","istio","linkerd","grafana","prometheus","jaeger",{"commitSha":276},{"parentExtensionId":2054,"repoId":2055},"k177fdvvq05pdbpee0rz61me2h86mahe","kd74de64zj0axtg5b8t7eqqe2x86nske",[2049,2047,2051,2048,228,223,2050,2046,229],{"evaluatedAt":2058,"extractAt":2059,"updatedAt":2058},1778700906877,1778699018122]