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optimize-skills

90 / 100 · Low risk

Fine to try.

By kaankacar/stellar-build (GitHub) · other · 37 stars · scanned at commit 37363a8

Compile your local stellar-build usage traces into sharper skills. Use when the user says "optimize my skills", "optimize-skills", "improve my skills from usage", "learn from my traces", "stellar-loop optimize", or wants the learning loop to refine installed skills based on how they've actually been used. DSPy-style prompt optimization over the local trace store at ~/.stellar-build/traces — fully local, reversible.

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/'optimize-skills' ] || [ -L ~/.agents/skills/'optimize-skills' ]; then echo 'A skill folder named optimize-skills already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/kaankacar/stellar-build' "$d" && git -C "$d" checkout --quiet '37363a83d00db6d20eadb8a4466c78e5503cd86b' -- 'skills/loop/optimize-skills' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/loop/optimize-skills' ~/.agents/skills/'optimize-skills' && 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/'optimize-skills' ~/.claude/skills/'optimize-skills' (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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