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Convergence Monitoring

ASecurity

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.

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  • Added September 2, 2026
ai-agents

Works with

  • cursor

Security analysis

A100/100

Scanned September 20, 2026

npx -y skills add Kanevry/session-orchestrator --skill convergence-monitoring --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: convergence-monitoring
description: "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."
disable-model-invocation: true
---

# convergence-monitoring

Canonical skill: `skills/convergence-monitoring/SKILL.md`

Read that file and follow it exactly. Resolve relative links against `skills/convergence-monitoring/`, not this wrapper.

Cursor has no Skill tool. Treat "invoke the convergence-monitoring skill" as: Read `skills/convergence-monitoring/SKILL.md`.

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