wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex-gemini-review/research-refine/SKILL.md

research-refine skillA

research-refine is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea..

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/research-refine@git:20260710.c3f9813
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine@sha256:e70c912082ebe407

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_rvl6rph27gnnqhlm.svg)](https://markdownregistry.com/a/art_rvl6rph27gnnqhlm)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260710.c3f9813 latest2026-07-10 c3f9813 29,410 BA view · diff
git:20260413.c392ccc2026-04-13 c392ccc 29,306 BA view · diff
git:20260322.520d31d2026-03-22 520d31d 28,852 BA view · diff
git:20260322.7ebc76c2026-03-22 7ebc76c 28,841 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 (29410 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_rvl6rph27gnnqhlm
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/research-refine
GET https://markdownregistry.com/api/v1/blob/e70c912082ebe40709b3684e254e823e61536a992d50694ae1a7c7a6e8982772

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