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convergence-loop

100 / 100 · Low risk

Fine to try.

By chrono-meta/forge-harness (GitHub) · coding · 33 stars · scanned at commit f87f196

A universal gate-reinforcement meta-skill that replaces the "single-pass = done" pattern with a converging loop of up to N rounds. Can be applied to any gate, checkpoint, or verification step. Only declares "truly passed" after FAIL→FIX→re-verify repeats until convergence (all items pass). Escalates to structural redesign if not converged within N rounds. Triggers on: "convergence-loop", "how many rounds do we need", "suspicious of single-pass", "not sure if it really passed", or equivalent phr…

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/'convergence-loop' ] || [ -L ~/.agents/skills/'convergence-loop' ]; then echo 'A skill folder named convergence-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/chrono-meta/forge-harness' "$d" && git -C "$d" checkout --quiet 'f87f196702244aa4114c090e71449dbc7695caeb' -- 'plugins/fh-commons/skills/convergence-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/fh-commons/skills/convergence-loop' ~/.agents/skills/'convergence-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/'convergence-loop' ~/.claude/skills/'convergence-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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