wanshuiyin/auto-claude-code-research-in-sleep · skills/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", "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:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine@sha256:2888a5d78cce2785

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_mufa7hqxv6atwsyj.svg)](https://markdownregistry.com/a/art_mufa7hqxv6atwsyj)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 33,480 BA view · diff
git:20260710.61427152026-07-10 6142715 33,480 BA view · diff
git:20260702.df108b02026-07-02 df108b0 33,468 BA view · diff
git:20260609.f4d129d2026-06-09 f4d129d 33,093 BA view · diff
git:20260531.7f0f6322026-05-31 7f0f632 32,200 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 (33480 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 · 15,886 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mufa7hqxv6atwsyj
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/research-refine
GET https://markdownregistry.com/api/v1/blob/2888a5d78cce27851dc029240a76dd50fb8d8114f34e2041c67fb15651017837