KaimingWan
Publisher on askill
Code review — covers requesting, executing, and receiving code reviews.
Capture knowledge into episodes.md. Use when preserving insights, lessons learned, or corrections from the current conversation.
Branch completion workflow: verify tests → present 4 options (merge/PR/keep/discard) → execute → cleanup worktree. Trigger when implementation is complete, all tests pass, user says 'done', 'finish',...
Multi-level research: built-in knowledge → web search → Tavily deep research API. Trigger when user says 'research', 'investigate', 'find out', 'compare', 'what is', 'how does X work', 'competitive an...
Agent self-learning: promote recurring episodes to rules, capture complex corrections. Trigger when hook outputs 🔥 or ⬆️ (promotion needed), 🚨 (complex correction), or when user says 'reflect', 'lea...
Write and execute implementation plans. Covers: plan writing, TDD task structure, execution strategies (sequential/parallel/subagent), and git worktree isolation.
Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writ...
Multi-level research with automatic fallback. Web search → Deep research API. Use when you need comprehensive research grounded in web data.
Capture knowledge into episodes.md. Use when preserving insights, lessons learned, or corrections from the current conversation.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verificat...
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Dete...
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This wor...
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, obje...
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
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