Individual skill
convergence-loop
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 phrasing.
plugins/fh-commons/skills/convergence-loop/SKILL.md
Source commit 86a7a68a70a3812c05713f64081ca42a5bfddaa8
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- Matches the observed repository HEAD
- Yes
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- Not checked yet
- Last checked
- Nov 6, 2026
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- Repository stars (not skill ratings)
- 31
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- knowledge-management Repository topic
- codex Repository topic
- harness Repository topic
- claude-code Repository topic
- multi-agent Repository topic
- meta-harness Repository topic
- agent-governance Repository topic
- self-evolving Repository topic
- agentic-coding Repository topic
- loop-engineering Repository topic
- engineering Derived category
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SKILL.mdcore · 9,200 bytes
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# convergence-loop — Universal Convergence Loop Gate Reinforcement
> A single pass declaration is hard to trust. A fix exposes new FAILs, and round 2 catches what round 1 missed. convergence-loop assigns a "truly passed" criterion to any gate.
## Triggers
- `/convergence-loop`
- "convergence-loop", "how many rounds do we need", "not sure if it really passed"
- "suspicious of single-pass", "run until it passes", "keep verifying until clean"
- "single pass isn't enough", "need another round", "the fix might have introduced new issues"
- Auto-proposed: when the same artifact receives a FAIL verdict 2+ times in the same session (observable: 2nd FAIL on identical scope)
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