{"repo":"craftwork-design/retro","free":true,"listed":false,"github":"https://github.com/craftwork-design/retro","clone":"git clone https://github.com/craftwork-design/retro.git","description":"Weekly retro for your coding agent. A Claude Code skill that mines your session transcripts for recurring failures and turns them into evidence-backed CLAUDE.md fixes. Local-only, zero dependencies, MIT.","language":"Python","stars":27,"topics":["ai-agents","claude","claude-code","claude-code-skill","developer-tools","mcp"],"license":"MIT","category":"mcp-servers","readme_excerpt":"retro Never type the same correction twice. Your coding agent keeps making the same mistakes. You keep typing the same corrections. Every one of them is already written down, in transcripts nobody reads. Every Claude Code session you ever ran is sitting in /.claude/projects/ as a full transcript. Inside those files is a precise record of every time the agent got it wrong: every \"no, not like that\", every Esc you hit mid-action, every command it retried five times, every session you rage-quit after a failure. retro reads those transcripts and closes the loop: This is the Replit-style self-improvement loop (production failures → clusters → evidence → patches), applied to the harness you already own. No fine-tuning, no API keys, no telemetry. Continual learning at the layer you can actually change. Isn't this just /insights? Claude Code's built-in /insights gives you a great 30-day usage report with suggestions. retro is a different tool for a different job: - Evidence, not summaries. Every proposed rule comes with verbatim quotes from your transcripts, dated. You see exactly which failures a rule would have prevented, and can veto it. - Signals /insights doesn't mine. The agent admitting \"you're right\" (69 times in my last 45 days), rules you dictated out loud (\"запомни, отныне...\"), Esc-interrupts and what you said right after. - Closes the loop. retro doesn't stop at suggestions: it drafts the CLAUDE.md diff, you confirm, it applies. - Inspectable and hackable. One stdlib Pyt","default_branch":null,"files":null,"tree":[],"storefront":"/r/craftwork-design","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/craftwork-design/retro/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}