wanshuiyin/anti-autoresearch · workflows/anti-autoresearch/SKILL.md

anti-autoresearch skillA

anti-autoresearch is agent-read markdown (skill) from wanshuiyin/anti-autoresearch: End-to-end substantive-integrity forensic sweep of a research paper (especially autoresearch / AI-Scientist-style output). Orchestrates the whole pipeline: ingest (arxiv-id | pdf | dir → working dir + pdftotext for L0) → /evidence-ledger (artifact manifest + observability level L0/L1/L2 + span-anchored claims.json) → fan out the integrity auditor skills (consistency, citation, baseline, experiment, presentation, proof-derivation, eval-design — each reads the ledger, emits span-anchored findings).

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/anti-autoresearch@git:20260810.e3d0d7e
Exact content
mdr add wanshuiyin/anti-autoresearch/anti-autoresearch@sha256:efa7c2038ccc73e5

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_2hqyohdx65vpqhkh.svg)](https://markdownregistry.com/a/art_2hqyohdx65vpqhkh)

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Versions

versioncommittedcommitsizeaudit
git:20260810.e3d0d7e latest2026-08-10 e3d0d7e 70,765 BA view · diff
git:20260810.98a75fc2026-08-10 98a75fc 70,226 BA view · diff
git:20260810.94439ad2026-08-10 94439ad 69,206 BA view · diff
git:20260714.c7f7f0d2026-07-14 c7f7f0d 70,428 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 (70765 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_2hqyohdx65vpqhkh
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/anti-autoresearch/anti-autoresearch
GET https://markdownregistry.com/api/v1/blob/efa7c2038ccc73e542378faee19d2ed8faa7dd574426dc21eea07e355b1f09bc

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