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converge-loop

100 / 100 · Low risk

Fine to try.

By shenxingy/Clade (GitHub) · coding · 10 stars · scanned at commit 2bb3e0b

Multi-round gap-analysis convergence loop — sweep a product across dimensions (UIUX, login, services, payments, system), fix what is fixable each round, re-audit, and stop when consecutive rounds find nothing new. Produces a categorized Chinese report. NOT a one-shot audit or the corrections-rules meta-audit (/audit).

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/'converge-loop' ] || [ -L ~/.agents/skills/'converge-loop' ]; then echo 'A skill folder named converge-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/shenxingy/Clade' "$d" && git -C "$d" checkout --quiet '2bb3e0b84db34700ee65e3323beba4c96774c3a0' -- 'configs/skills/converge-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'configs/skills/converge-loop' ~/.agents/skills/'converge-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/'converge-loop' ~/.claude/skills/'converge-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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