supervise-loop

supervise-loop is a plugin for Claude Code from wdzhwsh4067/supervise-loop. Its manifest loads nothing; the 1 skill it bundles cost 295 tokens per session together, scanned A, original, MIT.

An automated supervisor-and-worker loop for Claude Code, an AI coding assistant. A supervisor sends a task to a worker, checks the result against a rubric, and uses a separate critic to provide feedback before another round.

In plain words
What is it for?
Use it for coding or other delegated tasks that can be judged with clear mechanical checks and critic feedback across repeated attempts.
Why use it?
It reduces the need for a person to inspect and restart each attempt. Work continues until the stated checks pass or a fixed limit is reached.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest. Also seen: mentions subagents; mentions Claude Code.

Good fit Use it for coding or other delegated tasks that can be judged with clear mechanical checks and critic feedback across repeated attempts.

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Install in Claude Code
/plugin marketplace add wdzhwsh4067/supervise-loop
/plugin install supervise-loop
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/wdzhwsh4067/supervise-loop

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for supervise-loop

README.md
[![agentmods](https://agentmods.dev/badge/plugins/wdzhwsh4067/supervise-loop/plugin/github.svg)](https://agentmods.dev/plugins/wdzhwsh4067/supervise-loop/plugin)
Your own site
<a href="https://agentmods.dev/plugins/wdzhwsh4067/supervise-loop/plugin"><img src="https://agentmods.dev/badge/plugins/wdzhwsh4067/supervise-loop/plugin/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for supervise-loop

Your own site · 80×15
<a href="https://agentmods.dev/plugins/wdzhwsh4067/supervise-loop/plugin"><img src="https://agentmods.dev/badge/plugins/wdzhwsh4067/supervise-loop/plugin.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill cost 295 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

supervise-loop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin/.claude-plugin/plugin.json · 28 lines

What it actually says

{
  "name": "supervise-loop",
  "version": "0.1.0",
  "description": "Autonomous supervisor/worker/critic iteration loop for Claude Code (the evaluator-optimizer pattern). Delegate a goal once; a supervisor agent grades each round against a checkable rubric — mechanical checks plus a SEPARATE critic sub-agent — and re-dispatches with feedback until the rubric passes or a hard cap is hit. No human in the loop.",
  "author": {
    "name": "王少煌",
    "email": "[email protected]"
  },
  "repository": "https://github.com/wdzhwsh4067/supervise-loop",
  "license": "MIT",
  "keywords": [
    "claude",
    "claude-code",
    "claude-code-plugin",
    "claude-skills",
    "agent",
    "multi-agent",
    "orchestration",
    "evaluator-optimizer",
    "orchestrator-workers",
    "supervisor",
    "critic",
    "agent-loop",
    "autonomous-agents"
  ],
  "homepage": "https://github.com/wdzhwsh4067/supervise-loop#readme"
}
Contents

What it installs

The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 295 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 28 lines scan A 98e511c36613

Subscribe to this mod's changes

supervise-loop is a plugin published in the GitHub repository wdzhwsh4067/supervise-loop (1 stars, last pushed 4mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

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