{"repo":"cathrynlavery/agent-improvement-loop","free":true,"listed":false,"github":"https://github.com/cathrynlavery/agent-improvement-loop","clone":"git clone https://github.com/cathrynlavery/agent-improvement-loop.git","description":"Local session-mining loop for staging AI agent improvements and public-safe content ideas","language":"Python","stars":52,"topics":["ai-agents","automation","claude-code","codex","local-first","session-mining"],"license":"MIT","category":"ai-agents","readme_excerpt":"agent-improvement-loop Self-improvement for you and your AI agents. A small, local, safe daily loop that mines Claude Code, Codex, and Hermes sessions for reusable improvements, then stages them for your approval. It never changes anything on its own. It reads your transcripts, finds the friction you keep hitting, redacts anything sensitive, and writes a review packet of staged proposals. You decide what to apply. The idea: most people point AI at their work. The higher-leverage first loop points it at your own setup . Every fix you make to a skill, a command, a hook, or a tool pays off in every future session. This tool finds those fixes by reading what already happened, instead of asking you to remember. What it does 1. Collect local Claude Code ( /.claude/projects/ / .jsonl ), Codex ( /.codex/sessions/ / .jsonl ), and Hermes profile transcripts from one or more home directories. 2. Normalize each into a small, redacted event model (tool calls, shell commands, skill use, failures, and corrections). 3. Detect reusable improvement signals from actual tool usage , not prose mentions. If you typed \"don't use that CLI,\" that sentence is not counted as the CLI failing. 4. Stage proposals and a human-readable review packet under /.agent-improvement/ . It does not edit skills, memory, runbooks, config, or source code. Scan and stage are automated. Apply stays manual. Install Requires Python 3.10+. No dependencies, standard library only. Or install the CLI on your PATH: Usage Flag M","default_branch":null,"files":null,"tree":[],"storefront":"/r/cathrynlavery","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cathrynlavery/agent-improvement-loop/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."}