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
.codex-plugin/skills/convergence-monitoring/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260919.8f6ac02, committed Sep 19, 2026
- First version recorded
- Sep 7, 2026
- Size
- 1,678 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
<!-- Generated by scripts/generate-codex-skills.mjs; do not edit. --> # convergence-monitoring Read [`skills/convergence-monitoring/SKILL.md`](../../../skills/convergence-monitoring/SKILL.md) in full before taking any action, then follow its complete workflow. The linked document is authoritative, including its prechecks, argument rules, and stop conditions. Resolve this link relative to this SKILL.md, not the project working directory. The plugin root is three directories above this file. Resolve package paths such as `skills/` and `scripts/` from that root; resolve relative links inside the canonical document from its own directory. Keep the user’s project as the target of project operations. Regenerate with `node scripts/generate-codex-skills.mjs`.
Read the whole file at its exact version.
How to install
mdr add kanevry/session-orchestrator/convergence-monitoring@sha256:baed298000931c02The 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_ogu6tr4qinhyuc6c)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 7, 2026 and Sep 19, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.8f6ac02 latest | 2026-09-19 | 8f6ac02 | 1,678 B | A | view · diff |
| git:20260916.3ebf0e9 | 2026-09-16 | 3ebf0e9 | 2,108 B | A | view · diff |
| git:20260907.cf0876c | 2026-09-07 | cf0876c | 1,677 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 (1678 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 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ogu6tr4qinhyuc6c GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/convergence-monitoring GET https://markdownregistry.com/api/v1/blob/baed298000931c022656b19334bb98b94328a9434986d1b7864471c41fb94178
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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