convergence-monitoring SKILL.md skillA
convergence-monitoring from kanevry/session-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kanevry/session-orchestrator/convergence-monitoring@git:20260919.8f6ac02Pins git:20260919.8f6ac02 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kanevry/session-orchestrator
- Path
.cursor/skills/convergence-monitoring/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260919.8f6ac02, committed Sep 19, 2026
- First version recorded
- Aug 25, 2026
- Size
- 865 bytes
- Repository stars
- 53
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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`.
Read the whole file at its exact version.
How to install
mdr add kanevry/session-orchestrator/convergence-monitoring@sha256:fc98795e94eabcd8The line at the top of this page pins the label git:20260919.8f6ac02, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_a64xrgn3vilgvusi)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 25, 2026 and Sep 19, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.8f6ac02 latest | 2026-09-19 | 8f6ac02 | 865 B | A | view · diff |
| git:20260825.0626387 | 2026-08-25 | 0626387 | 834 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (865 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kanevry/session-orchestrator · 53 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a64xrgn3vilgvusi GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/convergence-monitoring GET https://markdownregistry.com/api/v1/blob/fc98795e94eabcd8e09fa6cd85b27e7c45e6ba66aa4aeebd0a967ce016539b0d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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