# Convergence Monitoring

> Monitor iterative improvement loops for convergence. Three signals — shrinking diff, pass-rate plateau, velocity — drive a Stop/Continue/Investigate decision at each inter-wave checkpoint. Distinct from /evolve (retrospective) and session-reviewer (wave output review): convergence-monitoring answers "are we making progress?" not "was the last wave correct?". Primary consumer: /autoresearch loops and wave-executor inter-wave checkpoints.

- Skill: `kanevry/convergence-monitoring-2` (Agent Skill)
- Install (CLI): `npx skillmds@latest add kanevry/convergence-monitoring-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/kanevry/convergence-monitoring-2/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Kanevry (https://skillmd.com/u/kanevry)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/kanevry/convergence-monitoring-2

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# convergence-monitoring

> **Portable mirror — generated, do not edit.** The canonical skill body lives at
> [`skills/convergence-monitoring/SKILL.md`](../../../skills/convergence-monitoring/SKILL.md); read that file for the full instructions.
> This mirror carries only agentskills.io-spec-legal frontmatter so harnesses that
> discover skills under `.agents/skills/` can find and route to the skill.
>
> Regenerate with `node scripts/generate-agents-skills.mjs`.