wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex/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 GPT-6-Astra review. Use when the user says "refine my approach", "\u5e2e\u6211\u7ec6\u5316\u65b9\u6848", "decompose this problem", "\u6253\u78e8idea", "refine research plan", "\u7ec6\u5316\u7814\u7a76\u65b9\u6848", 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:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine@sha256:9f61281f7615d221

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_oeivojarfvzp4ea7.svg)](https://markdownregistry.com/a/art_oeivojarfvzp4ea7)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 30,984 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 30,984 BA view · diff
git:20260710.61427152026-07-10 6142715 30,850 BA view · diff
git:20260702.df108b02026-07-02 df108b0 30,815 BA view · diff
git:20260601.fd431fd2026-06-01 fd431fd 30,524 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 (30984 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_oeivojarfvzp4ea7
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/research-refine
GET https://markdownregistry.com/api/v1/blob/9f61281f7615d221596ea316b9c823392a3ef1b0c3dcaa1c0be704968d8f3d15

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