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Self-Improving Agent (With Self-Reflection)

95 / 100 · Low risk

Fine to try.

By dglijin-oss/chinese-metaphysics-skills (GitHub) · other · 13 stars · scanned at commit 2542ead

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use before starting work and after responding to the user.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'self-improving-agent-with-self-reflection' ] || [ -L ~/.agents/skills/'self-improving-agent-with-self-reflection' ]; then echo 'A skill folder named self-improving-agent-with-self-reflection already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/dglijin-oss/chinese-metaphysics-skills' "$d" && git -C "$d" checkout --quiet '2542ead6adb2fac1807e8eb801a95e39409cfeed' -- 'hamster-self-improving' && mkdir -p ~/.agents/skills && cp -R "$d"/'hamster-self-improving' ~/.agents/skills/'self-improving-agent-with-self-reflection' && 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-with-self-reflection' ~/.claude/skills/'self-improving-agent-with-self-reflection' (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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