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flywheel

95 / 100 · Low risk

Fine to try.

By phatblat/dotfiles (GitHub) · writing · 13 stars · scanned at commit b2d15ba

Define, review, repair, or set up a repository's agent harness data flywheel: the learning loop that records agent sessions, learns from them by analysis or by replaying them on better models, applies the lessons to instructions, skills, hooks, and memory, prunes scaffolding newer models no longer need, and tunes the loop itself. Use when a repo documents a flywheel (docs/flywheel.md) that needs review or repair, when a repo has no learning loop and needs its first one, or when the user asks ho…

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

phatblat/dotfiles has 2 more folders with a skill named flywheel. This page shows the lowest-scoring copy.

• .agents/skills/flywheel 100/100 · Low risk
• .claude/skills/flywheel 100/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'flywheel' ] || [ -L ~/.agents/skills/'flywheel' ]; then echo 'A skill folder named flywheel already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/phatblat/dotfiles' "$d" && git -C "$d" checkout --quiet 'b2d15ba67526a7ed5e69bb43efd3fb9ed779a7ad' -- '.agents/harness/adapters/antigravity/skills/flywheel' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/harness/adapters/antigravity/skills/flywheel' ~/.agents/skills/'flywheel' && 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/'flywheel' ~/.claude/skills/'flywheel' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for phatblat/dotfiles shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/phatblat/dotfiles.svg)](https://zalavijaysinh.github.io/skilltrust/repos/phatblat/dotfiles/)

Score history