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learning-loop

100 / 100 · Low risk

Fine to try.

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

Explain and control the stellar-build learning loop — the system that improves your skills from how you use them. Use when the user says "learning loop", "how does the learning loop work", "what is the learning loop", "self-improving skills", "stellar-loop", "show my skill usage", "is tracing on", or wants an overview / status of the local trace-capture + optimize + bench cycle.

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

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Score history

DateVersionScore
2026-11-0937363a8100