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reflection-coach

90 / 100 · Low risk

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

By paperclipai/paperclip (GitHub) · coding · 113,791 stars · scanned at commit aaec67b

Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.

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/'reflection-coach' ] || [ -L ~/.agents/skills/'reflection-coach' ]; then echo 'A skill folder named reflection-coach already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/paperclipai/paperclip' "$d" && git -C "$d" checkout --quiet 'aaec67b89161e42571bd12f7c3e3b26ac92be3ce' -- 'packages/skills-catalog/catalog/bundled/paperclip-operations/reflection-coach' && mkdir -p ~/.agents/skills && cp -R "$d"/'packages/skills-catalog/catalog/bundled/paperclip-operations/reflection-coach' ~/.agents/skills/'reflection-coach' && 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/'reflection-coach' ~/.claude/skills/'reflection-coach' (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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