skill-discovery-chaining
Protocols for efficiently identifying, retrieving, and combining relevant skills from the index to solve complex problems without context overload.
Discover devops knowledge base skills, compare source repositories and read the instructions for each workflow.
Protocols for efficiently identifying, retrieving, and combining relevant skills from the index to solve complex problems without context overload.
How to organize and index documentation for humans and AI: taxonomy, metadata, cross-linking, freshness reviews, and automated index generation
Comprehensive onboarding documentation to get new developers productive quickly with clear guides, checklists, and resources.
Comprehensive guide to API versioning approaches for maintaining backward compatibility.
See the main Incident Triage skill for comprehensive triage workflows and procedures.
Interactive skill for adapting BMAD path references and enhancing skill content. Reviews skills for {project-root} references and prompts for handling choices.
Apply Reflective Thought Composition (RTC) for deep analysis of complex problems. Use when facing complex tasks requiring structured reasoning.
Analyze user feedback and edit existing skills to perfection by applying targeted enhancements. Use when users want to improve, refine, iterate on, or perfect an existing skill based on specific feedback. Trigg...
Expert knowledge for creating effective cheat sheets with PDF export. Activate when creating/editing cheat sheet content, designing quick reference sheets, or working with PDF export functionality. (project)
Query Michael's PPV (Pillars, Pipelines, Vaults) Notion planning system for action items, projects, goals, and planning data. Use when user asks about tasks, to-dos, projects, goals, or "what's on my plate".
Use when processing Todoist inbox items, daily briefing tasks, or items tagged for review. Provides Eisenhower matrix classification and next action recommendations.
This skill should be used when the user asks to "debug this issue", "find the root cause", "investigate the bug", "systematic debugging", "troubleshoot the problem", or needs help with systematic problem-solvin...
Dispatch to the right problem-solving technique based on how you're stuck
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps you...
Skills wiki intro - mandatory workflows, search tool, brainstorming triggers
Create new AI-powered features using xAI Grok. Use when user mentions "new AI feature", "add Grok", "create prompt", "AI analysis", or "generate with AI".
This skill should be used when the user asks to "clarify requirements", "refine the PRD", "ask clarifying questions", "fill in PRD gaps", "run a clarification session", or after generating a PRD that needs refi...
協助建立目錄和資料夾結構。當使用者需要創建新目錄、設置專案結構或組織檔案系統時使用此 skill。
Manage Brain Dump tickets - create, update, track progress, and complete work items. Use when working with Brain Dump task management or when asked to create/update tickets.
Expert guidelines for Python ML and LLM workflows. Covers code quality, experiment tracking, and data handling. Use when working on AI/ML components or data pipelines.
Guide documentation updates through the Architecture Decision Workflow. You must use this skill when: (1) Code changes reveal undocumented or conflicting conventions, (2) A learning or incident suggests documen...
Use Grok AI (grok.com) to search and research topics via browser automation. Triggers on "use grok to search", "ask grok", "grok research", "search with grok", or when user wants real-time X/Twitter data analys...
Create Foundation documents defining web-playground identity. Use when: starting a new package, defining project scope, establishing identity anchors. Triggers: "create foundation", "define identity", "sdd foun...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.