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self-improvement-loops

80 / 100 · Low risk

Fine to try.

By guanyang/antigravity-skills (GitHub) · design · 1,003 stars · scanned at commit 2c0e535

This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent scaffolds, acceptance gates for self-modifying systems, and agentic context evolution where the mechanism that produces context is versioned and evolved. Route governance of a single autonomous loop …

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-improvement-loops' ] || [ -L ~/.agents/skills/'self-improvement-loops' ]; then echo 'A skill folder named self-improvement-loops already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/guanyang/antigravity-skills' "$d" && git -C "$d" checkout --quiet '2c0e535b345aefb913b97b87cb353c3c91b86434' -- 'skills/self-improvement-loops' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/self-improvement-loops' ~/.agents/skills/'self-improvement-loops' && 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-improvement-loops' ~/.claude/skills/'self-improvement-loops' (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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