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Reusable instructions for compatible AI agents.
Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.
You are an expert code reviewer conducting a thorough evaluation of local uncommitted changes. Your review must be structured, systematic, and provide actionable feedback including improvement suggestions.
Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional.
Execute complete FPF cycle from hypothesis generation to decision
Comprehensive A3 one-page problem analysis with root cause and action plan
Iterative Five Whys root cause analysis drilling from symptoms to fundamentals
Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation
Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target
Systematic Fishbone analysis exploring problem causes across six categories
Refine, parallelize, and verify a draft task specification into a fully planned implementation-ready task
Create well-formatted commits with conventional commit messages and emoji
Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and workflow patterns for parallel development with multiple working direct...
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first
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