botlearn-selfoptimize — BotLearn continuous improvement engine that captures errors, corrections, and learnings; triggers on command failure, user correction, outdated knowledge, missing capability, or before major tasks.
Quickly install botlearn-selfoptimize AI skill to your development environment via command line
Source: botlearn-ai/botlearn-skills.
Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory.
| Command/operation fails | Log to .learnings/ERRORS.md | | User corrects you | Log to .learnings/LEARNINGS.md with category correction | | User wants missing feature | Log to .learnings/FEATUREREQUESTS.md | | API/external tool fails | Log to .learnings/ERRORS.md with integration details |
| Knowledge was outdated | Log to .learnings/LEARNINGS.md with category knowledgegap | | Found better approach | Log to .learnings/LEARNINGS.md with category bestpractice | | Simplify/Harden recurring patterns | Log/update .learnings/LEARNINGS.md with Source: simplify-and-harden and a stable Pattern-Key |
botlearn-selfoptimize — BotLearn continuous improvement engine that captures errors, corrections, and learnings; triggers on command failure, user correction, outdated knowledge, missing capability, or before major tasks. Source: botlearn-ai/botlearn-skills.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/botlearn-ai/botlearn-skills --skill botlearn-selfoptimizebotlearn-selfoptimize — BotLearn continuous improvement engine that captures errors, corrections, and learnings; triggers on command failure, user correction, outdated knowledge, missing capability, or before major tasks. Source: botlearn-ai/botlearn-skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/botlearn-ai/botlearn-skills --skill botlearn-selfoptimize Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/botlearn-ai/botlearn-skills