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

research-refine-pipeline skillA

research-refine-pipeline is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to "\u4e32\u8d77\u6765", build a pipeline, do it end-to-end, or generate both the method and experiment plan together..

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-pipeline@git:20260413.c392ccc
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-refine-pipeline@sha256:a3276db7ff225b63

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_zoq2ss4fp4tvqq2a.svg)](https://markdownregistry.com/a/art_zoq2ss4fp4tvqq2a)

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Versions

versioncommittedcommitsizeaudit
git:20260413.c392ccc latest2026-04-13 c392ccc 6,185 BA view · diff
git:20260318.d97938e2026-03-18 d97938e 5,731 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 (6185 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_zoq2ss4fp4tvqq2a
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/research-refine-pipeline
GET https://markdownregistry.com/api/v1/blob/a3276db7ff225b6316c61c49d403e80f80592102310c74c1d6deb3dc9e8ae696

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