model-registry-refresh SKILL.md skillA

model-registry-refresh from vincentchuwaichow/vanguard-frontier-agentic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vincentchuwaichow/vanguard-frontier-agentic/model-registry-refresh@git:20260925.a3c9ee6

Pins git:20260925.a3c9ee6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vincentchuwaichow/vanguard-frontier-agentic
Path
.claude/skills/model-registry-refresh/SKILL.md
Versions recorded
4
Latest version
git:20260925.a3c9ee6, committed Sep 25, 2026
First version recorded
Jul 10, 2026
Size
8,165 bytes
Repository stars
24
License
Apache-2.0

Re-verify and extend catalog/model-registry.json — the fail-closed model-name and reasoning-effort matrix scripts/model-policy.mjs validates against — via delegated Context7-backed research, orchestrator-owned registry edits, and the full validation chain; use when a policy check fails on an unregistered model, a provider ships new models, or the registry has gone stale.

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

# Model Registry Refresh

## Doctrine

`catalog/model-registry.json` is the single source of truth `scripts/model-policy.mjs` fails closed
against. Every model name and reasoning-effort value it accepts must trace to official documentation
with a citation — never to memory, never to a plausible-sounding guess at a slug. This skill is the
repeatable workflow for keeping that registry accurate without letting research cost dominate the
orchestrator's context.

## When to run

- `npm run model-policy:check` fails with an error naming a model "not in the verified model
  registry" — the registry is missing a model the policy (or an operator) wants to use.
- A provider (OpenAI, Anthropic, Cursor) ships new models or retires old ones and the catalog
  needs to reflect current reality.
- Quarterly staleness check — `last_refreshed` in `catalog/model-registry.json` is more than
  ~3 months old.

## Step 1 — delegate research to Haiku Explore agents

Fan out one Haiku `Explore` agent per harness (or per namespace, for codex) using the Context7 MCP
tools (`mcp__Context7__resolve-library-id` then `mcp__Context7__query-docs`) plus official docs
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vincentchuwaichow/vanguard-frontier-agentic/model-registry-refresh@sha256:71ffdbb318a52cad

The line at the top of this page pins the label git:20260925.a3c9ee6, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qyb7hzruiopwtywa.svg)](https://markdownregistry.com/a/art_qyb7hzruiopwtywa)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 10, 2026 and Sep 25, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
git:20260925.a3c9ee6 latest2026-09-25 a3c9ee6 8,165 BA view · diff
git:20260923.7e5efac2026-09-23 7e5efac 8,133 BA view · diff
git:20260908.4425a8d2026-09-08 4425a8d 7,876 BA view · diff
git:20260710.eb2a2492026-07-10 eb2a249 6,055 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (8165 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

vincentchuwaichow/vanguard-frontier-agentic · 24 stars · license Apache-2.0 · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_qyb7hzruiopwtywa
GET https://markdownregistry.com/api/v1/resolve?ref=vincentchuwaichow/vanguard-frontier-agentic/model-registry-refresh
GET https://markdownregistry.com/api/v1/blob/71ffdbb318a52cad2219920e76ee3e9f1aca8dada70e6e12dc2bd897855a87e1

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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