research-review SKILL.md skillA

research-review from wanshuiyin/auto-claude-code-research-in-sleep is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-review@git:20260903.a863a58

Pins git:20260903.a863a58 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
wanshuiyin/auto-claude-code-research-in-sleep
Path
skills/skills-codex-claude-review/research-review/SKILL.md
Versions recorded
5
Latest version
git:20260903.a863a58, committed Sep 3, 2026
First version recorded
Mar 18, 2026
Size
9,509 bytes
Repository stars
18,690
License
MIT

Get a deep critical review of research from Claude via claude-review MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

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

> Override for Codex users who want **Claude Code**, not a second Codex agent, to act as the reviewer. Install this package **after** `skills/skills-codex/*`.
>
> This reviewer is a different model family from the Codex executor. Every overlay trace/audit records:
>
> ```yaml
> review_independence: cross-family
> acceptance_status: accepted
> ```

# Research Review via `claude-review` MCP (high-rigor review)

> **Claude overlay assurance:** this route is a different model family from the Codex executor and records `review_independence: cross-family` plus `acceptance_status: accepted`.

Get a multi-round critical review of research work from an external LLM with maximum reasoning depth.

## Constants

- **REVIEWER_MODEL = `claude-review`** — Claude reviewer invoked through the local `claude-review` MCP bridge. Set `CLAUDE_REVIEW_MODEL` if you need a specific Claude model override.
- **REVIEWER_BACKEND = `claude-review`** — reviews route through the claude-review MCP (Claude family; cross-family for a Codex executor).

## Context: $ARGUMENTS

## Prerequisites

- Install the base Codex-native skills first: copy `skills/skills-codex/*` into `~/.codex/skills/`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-review@sha256:250861cd3cb6b1a6

The line at the top of this page pins the label git:20260903.a863a58, 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_amrya75x5m6lcq6p.svg)](https://markdownregistry.com/a/art_amrya75x5m6lcq6p)

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

Versions

The registry has recorded 5 versions of this file, between Mar 18, 2026 and Sep 3, 2026, about one every 42 days.

versioncommittedcommitsizeaudit
git:20260903.a863a58 latest2026-09-03 a863a58 9,509 BA view · diff
git:20260826.363589d2026-08-26 363589d 9,339 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 7,500 BA view · diff
git:20260710.61427152026-07-10 6142715 6,723 BA view · diff
git:20260318.79d7cfd2026-03-18 79d7cfd 5,335 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 (9509 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 · 18,690 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_amrya75x5m6lcq6p
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/research-review
GET https://markdownregistry.com/api/v1/blob/250861cd3cb6b1a650cfcd1fcdac0a468582b44f9b645f24670aae5fae0729c0

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.

More from wanshuiyin/auto-claude-code-research-in-sleep

ablation-planner SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/ablation-planner/SKILL.md · Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper…
git:20260906.0472e53 · audit A · 18,690 stars
alphaxiv SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/alphaxiv/SKILL.md · Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain…
git:20260929.2132036 · audit A · 18,690 stars
analyze-results SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/analyze-results/SKILL.md · Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze…
git:20260713.e67ae16 · audit A · 18,690 stars
arxiv SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/arxiv/SKILL.md · Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch…
git:20260714.3c58cac · audit A · 18,690 stars
auto-paper-improvement-loop SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/auto-paper-improvement-loop/SKILL.md · Autonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use…
git:20261031.d419560 · audit A · 18,690 stars
auto-review-loop-llm SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/auto-review-loop-llm/SKILL.md · Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment…
git:20261024.f455879 · audit A · 18,690 stars
auto-review-loop-minimax SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/auto-review-loop-minimax/SKILL.md · Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP…
git:20260713.e67ae16 · audit A · 18,690 stars
auto-review-loop SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/auto-review-loop/SKILL.md · Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck…
git:20261024.f455879 · audit A · 18,690 stars
citation-audit SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/citation-audit/SKILL.md · Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a…
git:20261019.8fdc2d5 · audit A · 18,690 stars
citation-crosscheck SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/citation-crosscheck/SKILL.md · Double-blind bibliographic cross-check: one agent extracts each cited entry verbatim from the local .bib, a second…
git:20261019.19105bb · audit A · 18,690 stars
claims-drafting SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/claims-drafting/SKILL.md · Draft patent claims for an invention. Use when user says "撰写权利要求", "draft claims", "写权利要求书", "claim drafting", or wants…
git:20261019.8fdc2d5 · audit A · 18,690 stars
comm-lit-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/comm-lit-review/SKILL.md · Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about…
git:20260702.5d6e40a · audit A · 18,690 stars

Every file in wanshuiyin/auto-claude-code-research-in-sleep

Other files named research-review

research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex/research-review/SKILL.md · Get a deep critical review of research from a fresh Codex agent or a selected Gemini, Grok, or Claude Code reviewer…
git:20261024.f455879 · audit A · 18,690 stars
research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex-gemini-review/research-review/SKILL.md · Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says "review my research"…
git:20260826.363589d · audit A · 18,690 stars
research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/research-review/SKILL.md · Get a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or…
git:20261024.f455879 · audit A · 18,690 stars
research-review SKILL.md skill
yichen-zju/claude-for-research · claude/skills/research-review/SKILL.md · Run an internal research critique with likely objections, severity, and a concrete revision plan. Use when the user…
git:20261014.9f2a5e0 · audit A · 12 stars
research-review SKILL.md skill
vecnode/vncode · packages/dsh-research/skills/research-review/SKILL.md · Work the review of a research run with rs_review — read the manuscript and record the panel's concerns with the…
git:20261013.93412af · audit A · 10 stars
research-review SKILL.md skill
vecnode/vn-code · packages/dsh-research/skills/research-review/SKILL.md · Work the review of a research run with rs_review — read the manuscript and record the panel's concerns with the…
git:20261013.93412af · audit A · 10 stars

Browse by kind, by grade A, or by owner.