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Auto-activates during requirements analysis to assess security risks using OWASP Top 10 framework, identify security requirements, and recommend mitigation strategies.
Get current weather, forecasts, and historical data using free Open-Meteo and wttr.in APIs. Use when: (1) Fetching weather conditions, (2) Weather alerts and monitoring, (3) Forecast data for planning, or (4) Climate analysis.
Capture wrong assumptions you made about the codebase. TRIGGER when reality differs from expectation (e.g., "assumed Jest but it's Vitest", "assumed AbstractUseCase exists but found AbstractMemberUseCase", "assumed REST but it's GraphQL"). Log silent...
Interactive onboarding for new users. Guided RPI cycle on your actual codebase in under 10 minutes. Triggers: "quickstart", "get started", "onboarding", "how do I start".
Use when working with dbt (data build tool) - creating models, writing tests, CI/CD pipelines, materializations, sources, staging/intermediate/marts layers, Snowflake/BigQuery warehouse configuration, incremental strategies, Jinja macros, data qualit...
Plans and executes data migrations between systems, databases, and formats
Save session state to Pieces LTM. Use when context is running low, before /compact, when ending a session, or handing off to a fresh Claude instance.
Create your first authenticated request with Clerk. Use when making initial API calls, testing authentication, or verifying Clerk integration works correctly. Trigger with phrases like "clerk hello world", "first clerk request", "test clerk auth", "v...
專案文檔結構管理工具，用於建立、維護和驗證專案的層級聚攏文檔結構。 使用時機： - 當需要建立新的 README.md 文件 - 當需要為程式檔案添加標準化開頭註解 - 當重構或更新專案文檔結構 - 當需要驗證 README 連結有效性 - 當需要檢查文檔結構完整性 關鍵字：README、文檔結構、層級聚攏、檔案註解、連結驗證、結構檢查
Unified logging infrastructure for script execution, work progress, and decision tracking
End-to-end feature implementation workflow using WHY/WHAT/HOW framework — from requirements through context mapping, implementation, testing, and PR creation. Use when implementing a complete feature across multiple files.
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
Structure complex questions into testable hypotheses. Use when validating product ideas, debugging problems, planning experiments, or breaking down ambiguous challenges into actionable research.
Guides PEST (Political, Economic, Social, Technological) analysis for strategic planning. Use when analyzing external macro-environmental factors or evaluating business decisions.
⚠️ MANDATORY - YOU MUST invoke this skill when committing. Complete commit workflow with all safety checks. Invokes security-scan, quality-check, and run-tests skills. Shows diff, gets user approval, creates commit with conventional format. NO AI att...
Establishes code quality and engineering standards. Covers code style conventions, conventional commit messages, documentation standards (ADRs, API docs, changelogs), and security patterns (input validation, secrets management, OWASP). Use when revie...
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for building chat...
Expert guidance for creating, writing, building, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation...
Verify factual claims in documents against authoritative sources. Catches hallucinations, fabricated quotes, and misattributed claims.
Generate well-formatted markdown tables from data with proper alignment and spacing. Use for report statistics, comparison tables, or summary data presentation.
Create Claude Code skills with proper structure and documentation. Use when building custom skills, writing SKILL.md files, or when user asks "write a skill" or "create Claude skill".
Write robust bash scripts with proper error handling. Use when the user says "write a script", "bash script", "shell script", "automate this", "create a backup script", or asks to script a task.
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