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self-improving-agent

100 / 100 · Low risk

Fine to try.

By jdrhyne/agent-skills (GitHub) · coding · 240 stars · scanned at commit 439cd3a

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'self-improving-agent' ] || [ -L ~/.agents/skills/'self-improving-agent' ]; then echo 'A skill folder named self-improving-agent already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/jdrhyne/agent-skills' "$d" && git -C "$d" checkout --quiet '439cd3a9da78c4f463a0c0b5ba30a217b24b7c3b' -- 'clawdbot/self-improving-agent' && mkdir -p ~/.agents/skills && cp -R "$d"/'clawdbot/self-improving-agent' ~/.agents/skills/'self-improving-agent' && 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/'self-improving-agent' ~/.claude/skills/'self-improving-agent' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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