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

research-pipeline skillA

research-pipeline is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle..

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-pipeline@git:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/research-pipeline@sha256:b68d43c7c9c5b735

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_xmquxq4bxbbslurz.svg)](https://markdownregistry.com/a/art_xmquxq4bxbbslurz)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 19,470 BA view · diff
git:20260826.363589d2026-08-26 363589d 19,470 BA view · diff
git:20260821.0b4dd9d2026-08-21 0b4dd9d 18,867 BA view · diff
git:20260710.319d0cc2026-07-10 319d0cc 17,518 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 17,299 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 (19470 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_xmquxq4bxbbslurz
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/research-pipeline
GET https://markdownregistry.com/api/v1/blob/b68d43c7c9c5b735e0df98c554c701b300633ef3f7009274b026fc52847d6750

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