Claude Code Clean Architecture
Enforce strict separation between database, business logic, and UI in autonomous sessions.
Claude Code · Codex · Antigravity
Build a precise failure signal, minimize the reproduction and test competing causes.
Matt Pocock’s diagnosis loop begins with a fast red-capable reproduction, then minimizes it, ranks hypotheses, instruments specific predictions and verifies the final fix.
Run this command in your project after reviewing the instructions and access terms. Install complete upstream directories to keep referenced rules and scripts.
npx skills add https://github.com/mattpocock/skills/tree/5beb35b040e3de97e54fa9e386d7e42d15c295c2/skills/engineering/diagnosing-bugs --skill diagnosing-bugs --agent claude-code
Project file: .claude/skills/diagnosing-bugs/SKILL.md
Read the setup guideThis brief helps you choose the skill. Read the complete upstream SKILL.md and companion files for its actual instructions.
# Matt Pocock bug diagnosis (matt-pocock-bug-diagnosis) Matt Pocock’s diagnosis loop begins with a fast red-capable reproduction, then minimizes it, ranks hypotheses, instruments specific predictions and verifies the final fix. ## Use when - Investigate a difficult bug or performance regression. ## Required inputs - Exact reported symptom - Code, environment and permitted diagnostic tools ## Prerequisites - Access to an environment or fixture that can reproduce the reported symptom. - Redact secrets in commands, logs and captured artifacts; retain companion diagnostic scripts. ## Expected outputs - Minimal reproduction and root cause - Fix, regression evidence and diagnostic cleanup Source: https://github.com/mattpocock/skills/blob/5beb35b040e3de97e54fa9e386d7e42d15c295c2/skills/engineering/diagnosing-bugs/SKILL.md Full SKILL.md: https://agenttaste.dev/skills/matt-pocock-bug-diagnosis/SKILL.md ## Popularity evidence - 297,596 GitHub repo stars — mattpocock/skills; checked 2026-10-20. Source: https://github.com/mattpocock/skills/stargazers - 810,548 skill installs (all time) — mattpocock/skills / diagnosing-bugs · skills.sh · all time; checked 2026-10-20. Source: https://skills.sh/mattpocock/skills/diagnosing-bugs Adoption counts are not user ratings or guarantees of quality.
Enforce strict separation between database, business logic, and UI in autonomous sessions.
Claude Code · Codex · Antigravity
Zero any types, atomic component modularity, and strict server-boundary validation.
Cursor · Claude Code · Codex
Review React and Next.js code for rendering, data fetching and bundle performance.
Claude Code · Cursor · Codex · Antigravity