wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex/paper-claim-audit/SKILL.md

paper-claim-audit skillA

paper-claim-audit is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh Codex reviewer with no prior context; base output is same-family provisional. Use when user says "审查论文数据", "check paper claims", "verify numbers", "论文数字核对", or before submission to ensure paper-to-evidence fidelity..

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/paper-claim-audit@git:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/paper-claim-audit@sha256:53bc00ee13d861e7

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_2p7u2qiztw4xji4h.svg)](https://markdownregistry.com/a/art_2p7u2qiztw4xji4h)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 13,923 BA view · diff
git:20260713.e67ae162026-07-13 e67ae16 13,923 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 13,921 BA view · diff
git:20260710.61427152026-07-10 6142715 13,533 BA view · diff
git:20260601.fd431fd2026-06-01 fd431fd 13,410 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 (13923 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_2p7u2qiztw4xji4h
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/paper-claim-audit
GET https://markdownregistry.com/api/v1/blob/53bc00ee13d861e76e4f5a1a5d4f0ab40544ca563ee328af4c38bcb19b64a95b

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