learning-loop

97 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By LeoYeAI/agent-master-skills (GitHub) · coding · 2,186 stars · scanned at commit 8f88f9a

Structured self-improvement system for AI agents with confidence decay, cross-agent sharing, and anomaly detection. Use when: (1) After debugging sessions to capture lessons learned, (2) When receiving feedback or corrections from users, (3) Before risky actions to check relevant rules, (4) Weekly to review metrics and promote proven patterns to enforced rules, (5) Setting up persistent memory that survives session compactions.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

This is disclosed by the author in the skill's SKILL.md or README. Expected for a coding skill.

Found in 6 places.

skills/learning-loop/SKILL.md, line 93bash init.sh /path/to/workspace
skills/learning-loop/SKILL.md, line 127bash extract.sh /path/to/workspace
skills/learning-loop/SKILL.md, line 132bash detect-patterns.sh /path/to/workspace

Show 3 more

skills/learning-loop/SKILL.md, line 313bash export-rules.sh /path/to/workspace --output my-rules.json
skills/learning-loop/SKILL.md, line 322bash import-rules.sh /path/to/workspace other-agent-rules.json --dry-run
skills/learning-loop/SKILL.md, line 348python3 -c "

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'learning-loop' ] || [ -L ~/.agents/skills/'learning-loop' ]; then echo 'A skill folder named learning-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/LeoYeAI/agent-master-skills' "$d" && git -C "$d" checkout --quiet '8f88f9a0dd5a1075d4f0c7626f9d960844d57575' -- 'skills/learning-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/learning-loop' ~/.agents/skills/'learning-loop' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'learning-loop' ~/.claude/skills/'learning-loop' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for LeoYeAI/agent-master-skills shows the score of its lowest-scoring skill.

SkillTrust badge for LeoYeAI/agent-master-skills

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/LeoYeAI/agent-master-skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/LeoYeAI/agent-master-skills/)

Score history

Date	Version	Score
2026-11-08	`8f88f9a`	97
2026-11-07	`8f88f9a`	97