research-refine SKILL.md skillA
research-refine 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.
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine@git:20260710.c3f9813Pins git:20260710.c3f9813 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-gemini-review/research-refine/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260710.c3f9813, committed Jul 10, 2026
- First version recorded
- Mar 22, 2026
- Size
- 29,410 bytes
- Repository stars
- 18,690
- License
- MIT
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.
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 **Gemini**, not a second Codex agent, to act as the reviewer. Install this package **after** `skills/skills-codex/*`. # Research Refine: Problem-Anchored, Elegant, Frontier-Aware Plan Refinement > **Gemini overlay assurance:** `review_independence: cross-family` and `acceptance_status: accepted`. Refine and concretize: **$ARGUMENTS** ## Overview Use this skill when the research problem is already visible but the technical route is still fuzzy. The goal is not to produce a bloated proposal or a benchmark shopping list. The goal is to turn a vague direction into a **problem -> focused method -> minimal validation** document that is concrete enough to implement, elegant enough to feel paper-worthy, and current enough to resonate in the foundation-model era. Four principles dominate this skill: 1. **Do not lose the original problem.** Freeze an immutable **Problem Anchor** and reuse it in every round. 2. **The smallest adequate mechanism wins.** Prefer the minimal intervention that directly fixes the bottleneck. 3. **One paper, one dominant contribution.** Prefer one sharp thesis plus at most one supporting contribution. …
Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine@sha256:e70c912082ebe407The line at the top of this page pins the label git:20260710.c3f9813, 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.
[](https://markdownregistry.com/a/art_rvl6rph27gnnqhlm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 22, 2026 and Jul 10, 2026, about one every 37 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.c3f9813 latest | 2026-07-10 | c3f9813 | 29,410 B | A | view · diff |
| git:20260413.c392ccc | 2026-04-13 | c392ccc | 29,306 B | A | view · diff |
| git:20260322.520d31d | 2026-03-22 | 520d31d | 28,852 B | A | view · diff |
| git:20260322.7ebc76c | 2026-03-22 | 7ebc76c | 28,841 B | A | view |
Audit of the latest version
- 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
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_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
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.
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