wanshuiyin/auto-claude-code-research-in-sleep · skills/experiment-audit/SKILL.md

experiment-audit skillA

experiment-audit is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Audit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phantom results, and insufficient scope. Use when user says "审计实验", "check experiment integrity", "audit results", "实验诚实度", or after experiments complete before writing claims..

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/experiment-audit@git:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/experiment-audit@sha256:dd5c2405aaae472c

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_bkeicnosag62a6yb.svg)](https://markdownregistry.com/a/art_bkeicnosag62a6yb)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 12,732 BA view · diff
git:20260810.6be7b602026-08-10 6be7b60 12,732 BA view · diff
git:20260713.e67ae162026-07-13 e67ae16 12,084 BA view · diff
git:20260710.61427152026-07-10 6142715 12,082 BA view · diff
git:20260702.831af522026-07-02 831af52 12,078 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 (12732 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 · 15,813 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bkeicnosag62a6yb
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/experiment-audit
GET https://markdownregistry.com/api/v1/blob/dd5c2405aaae472cf2020f16fbd1b02b431874d8353a65a8aa4c102a65f5aef2