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:20261019.8fdc2d5Pins git:20261019.8fdc2d5 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/research-refine/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261019.8fdc2d5, committed Oct 19, 2026
- First version recorded
- Jun 1, 2026
- Size
- 31,895 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 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.
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
# Research Refine: Problem-Anchored, Elegant, Frontier-Aware Plan Refinement > **Before each reviewer slot**, follow [Selectable Reviewers](../shared-references/reviewer-backends.md): > resolve invocation → `.aris/reviewer.json` → Codex default (fresh native reviewer) > with `reviewer_route.py` through the canonical helper resolver, preserving this > slot's tier, fresh contexts, source/image inputs and deterministic gates. > Codex examples/pins below apply only to `backend=codex`; other routes use their > own first-call/reply contract. Save the route and actual returned identity; > unavailable selections are `REVIEW_UNAVAILABLE`. Classify acceptance from actual > families/completion/scope. Forward invocation reviewer/model/effort overrides > to reviewer-bearing children. Generation workers are unchanged. Refine and concretize: **$ARGUMENTS** ## Overview …
Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine@sha256:0bd57b339f0badf2The line at the top of this page pins the label git:20261019.8fdc2d5, 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_oeivojarfvzp4ea7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 1, 2026 and Oct 19, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.8fdc2d5 latest | 2026-10-19 | 8fdc2d5 | 31,895 B | A | view · diff |
| git:20260906.0472e53 | 2026-09-06 | 0472e53 | 30,984 B | A | view · diff |
| git:20260710.c3f9813 | 2026-07-10 | c3f9813 | 30,984 B | A | view · diff |
| git:20260710.6142715 | 2026-07-10 | 6142715 | 30,850 B | A | view · diff |
| git:20260702.df108b0 | 2026-07-02 | df108b0 | 30,815 B | A | view · diff |
| git:20260601.fd431fd | 2026-06-01 | fd431fd | 30,524 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 (31895 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_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/0bd57b339f0badf257df1cb5325a4ee8a69e7eab2f7ab4c8babdaafcbc56a798
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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