wanshuiyin/auto-claude-code-research-in-sleep · skills/auto-review-loop-llm/SKILL.md

auto-review-loop-llm skillA

auto-review-loop-llm is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review"..

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 wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop-llm@git:20260713.e67ae16
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop-llm@sha256:f46c40b1a3edcc63

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_gpb4msibnumnuzuw.svg)](https://markdownregistry.com/a/art_gpb4msibnumnuzuw)

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Versions

versioncommittedcommitsizeaudit
git:20260713.e67ae16 latest2026-07-13 e67ae16 8,178 BA view · diff
git:20260601.65b88802026-06-01 65b8880 8,176 BA view · diff
git:20260529.e5132632026-05-29 e513263 8,178 BA view · diff
git:20260529.58171462026-05-29 5817146 8,137 BA view · diff
git:20260529.8d269582026-05-29 8d26958 7,287 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 (8178 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

wanshuiyin/auto-claude-code-research-in-sleep · 16,275 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gpb4msibnumnuzuw
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop-llm
GET https://markdownregistry.com/api/v1/blob/f46c40b1a3edcc63b07cf263253fc01e706d2335bd851d672d66099b29774cf8

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