chrono-meta/forge-harness · plugins/fh-commons/skills/convergence-loop/SKILL.md

convergence-loop skillA

convergence-loop is agent-read markdown (skill) from chrono-meta/forge-harness: 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 phra.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add chrono-meta/forge-harness/convergence-loop@git:20260811.eede7ad
Exact content
mdr add chrono-meta/forge-harness/convergence-loop@sha256:a388832ce8713998

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_quedzantlq7a2p5h.svg)](https://markdownregistry.com/a/art_quedzantlq7a2p5h)

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Versions

versioncommittedcommitsizeaudit
git:20260811.eede7ad latest2026-08-11 eede7ad 9,200 BA view · diff
git:20260802.44b349d2026-08-02 44b349d 8,097 BA view · diff
git:20260627.a6d421d2026-06-27 a6d421d 6,647 BA view · diff
git:20260603.5a5a6422026-06-03 5a5a642 5,793 BA view · diff
git:20260603.c071dbf2026-06-03 c071dbf 5,356 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9200 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

GitHub

chrono-meta/forge-harness · 14 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_quedzantlq7a2p5h
GET https://markdownregistry.com/api/v1/resolve?ref=chrono-meta/forge-harness/convergence-loop
GET https://markdownregistry.com/api/v1/blob/a388832ce87139980c0e1f095edc6bdf3220d7b97a2c51957c9c1e2e2a1c434d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.