wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex/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:20260601.65b8880
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop-llm@sha256:6ba0c18e04f81718

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_delk6cfnbhxroweq.svg)](https://markdownregistry.com/a/art_delk6cfnbhxroweq)

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Versions

versioncommittedcommitsizeaudit
git:20260601.65b8880 latest2026-06-01 65b8880 7,259 BA view · diff
git:20260529.e5132632026-05-29 e513263 7,261 BA view · diff
git:20260413.8bcc5362026-04-13 8bcc536 7,049 BA view · diff
git:20260413.c65e97d2026-04-13 c65e97d 6,925 BA view · diff
git:20260329.b00dec82026-03-29 b00dec8 6,409 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 (7259 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_delk6cfnbhxroweq
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/6ba0c18e04f8171803ddbd7748873e135234db27175639fbad31b0f9ed0f6440

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