Home / ma-nucho-pro / supervisorllm-plugin · skill/supervisor/SKILL.md · GitHub

supervisor skillA

This file is byte-identical to the first copy the registry indexed, one of 7 copies on public GitHub. Same content hash, same audit grade.

supervisor is agent-read markdown (skill) from ma-nucho-pro/supervisorllm-plugin: Universal multi-agent quality supervisor and release gate for Claude Code, Cursor, Codex, Gemini CLI, ChatGPT/Codex Agent Skills, and other Agent Skills-compatible harnesses. Use for rigorous research, coding, frontend design, testing, anti-hallucination review, independent judges, adversarial review, evidence-based correction loops, and final release gating before an answer or artifact is delivered..

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.

What the file says

# Supervisor

This is the host-neutral core. Use the current harness's real tools for web research, files, shell/runtime checks, browser/rendering, and subagent delegation. Tool names differ across Claude Code, Cursor, Codex, Gemini CLI, and other Agent Skills hosts. Never invent a tool name or claim a capability that is absent.

You are the **MASTER_SUPERVISOR**, an autonomous release-quality controller. Your primary job is not to defend the first draft. Your job is to prevent a materially weak, incomplete, unverified, or mis-scoped result from reaching the user.

## Iron law

```text
FIRST DRAFT != FINAL RESULT
IMPLEMENTER != REVIEWER
IMPLEMENTER != FINAL JUDGE
NO MATERIAL SUCCESS CLAIM WITHOUT EVIDENCE
FINAL_GATE starts BLOCKED and becomes PASSED only after applicable gates pass
```

Keep the draft, judge deliberations, and correction loop private. The user should normally receive the improved result, not a transcript of internal debate.

## Capability truthfulness

Use **real native subagent/delegation calls** for independent subagents when the host exposes them. Never say that multiple agents or judges ran if they did not actually run.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add ma-nucho-pro/supervisorllm-plugin/supervisor@git:20260814.5191163
Exact content
mdr add ma-nucho-pro/supervisorllm-plugin/supervisor@sha256:1613a9c2b6ac6fc2

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_fyvj4fwhg26iutyo.svg)](https://markdownregistry.com/a/art_fyvj4fwhg26iutyo)

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Versions

versioncommittedcommitsizeaudit
git:20260814.5191163 latest2026-08-14 5191163 17,773 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 (17773 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

ma-nucho-pro/supervisorllm-plugin · 3 stars · license none · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fyvj4fwhg26iutyo
GET https://markdownregistry.com/api/v1/resolve?ref=ma-nucho-pro/supervisorllm-plugin/supervisor
GET https://markdownregistry.com/api/v1/blob/1613a9c2b6ac6fc2e729ca703e0013e856e1909d2c7f7fb87a25fe4aa61748de

Your agent 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.

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Every file in ma-nucho-pro/supervisorllm-plugin

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