wanshuiyin/anti-autoresearch · skills/baseline-comparison-audit/SKILL.md

baseline-comparison-audit skillA

baseline-comparison-audit is agent-read markdown (skill) from wanshuiyin/anti-autoresearch: Audit whether a paper's baseline comparisons are COMPLETE, FAIR, and SIGNIFICANT: a required recent SOTA baseline is missing while 'best/SOTA' is claimed (HP-MISSING-BASELINE); a baseline is undertuned / given less compute-tuning-data, run at a mismatched config, or the equal-budget ablation-as-baseline is absent (HP-WEAK-BASELINE); 'outperforms' is asserted over overlapping error bars or with no variance/seeds (HP-SIG-OVERLAP); and a cross-row 'improves over baseline by X%' is arithmetically wr.

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/anti-autoresearch/baseline-comparison-audit@git:20260810.98a75fc
Exact content
mdr add wanshuiyin/anti-autoresearch/baseline-comparison-audit@sha256:d706bd83830c91a7

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_rmb6fwjvpcbwqmvf.svg)](https://markdownregistry.com/a/art_rmb6fwjvpcbwqmvf)

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Versions

versioncommittedcommitsizeaudit
git:20260810.98a75fc latest2026-08-10 98a75fc 62,322 BA view · diff
git:20260710.16f74802026-07-10 16f7480 62,455 BA view · diff
git:20260710.a1a963f2026-07-10 a1a963f 62,116 BA view · diff
git:20260628.b35080d2026-06-28 b35080d 61,691 BA view · diff
git:20260627.25f55012026-06-27 25f5501 61,691 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 (62322 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/anti-autoresearch · 154 stars · license MIT · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rmb6fwjvpcbwqmvf
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/anti-autoresearch/baseline-comparison-audit
GET https://markdownregistry.com/api/v1/blob/d706bd83830c91a7e02cf343708bf48d06c86c8f45a056b5c0b61ddede331e70

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