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anti-autoresearch SKILL.md skillA

anti-autoresearch from wanshuiyin/anti-autoresearch is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add wanshuiyin/anti-autoresearch/anti-autoresearch@git:20260810.e3d0d7e

Pins git:20260810.e3d0d7e in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: wanshuiyin/anti-autoresearch
Path: workflows/anti-autoresearch/SKILL.md
Versions recorded: 4
Latest version: git:20260810.e3d0d7e, committed Aug 10, 2026
First version recorded: Jul 14, 2026
Size: 70,765 bytes
Repository stars: 179
License: MIT

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…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# /anti-autoresearch — the orchestrator

Run a full substantive-integrity forensic pass on **$ARGUMENTS** and hand a human
reviewer / area chair an evidence-first Integrity Forensics Report.

> 🔒 **External cadence: the verdict is not a poll.** The pipeline is the
> verdict-producing path — its output changes only when the **paper / repo / ledger**
> changes, not with the clock. **Do not** wrap `/anti-autoresearch` (or any auditor
> sub-skill) in `/loop` / `/schedule` / `CronCreate` to "re-check". A heartbeat may
> only *wait on* the **external** steps that precede the verdict (an arXiv download, a
> citation web lookup) — never re-fire the adjudicated verdict, and never "decide the
> paper is fine now." Re-run the sweep when the inputs change; that is the only honest
> trigger.

> 🛡️ **The dual of ARIS.** ARIS ships an internal audit stack so its *own* autoresearch
> output stays honest; Anti-Autoresearch is that same audit DNA **pointed outward** at a
> third party's submission. This is decision **support** for a human — it surfaces
> span-anchored discrepancies to investigate. It is **not** an AI-text detector and it
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add wanshuiyin/anti-autoresearch/anti-autoresearch@sha256:efa7c2038ccc73e5

The line at the top of this page pins the label git:20260810.e3d0d7e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_2hqyohdx65vpqhkh.svg)](https://markdownregistry.com/a/art_2hqyohdx65vpqhkh)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 14, 2026 and Aug 10, 2026, about one every 9 days.

version	committed	commit	size	audit
git:20260810.e3d0d7e latest	2026-08-10	e3d0d7e	70,765 B	A	view · diff
git:20260810.98a75fc	2026-08-10	98a75fc	70,226 B	A	view · diff
git:20260810.94439ad	2026-08-10	94439ad	69,206 B	A	view · diff
git:20260714.c7f7f0d	2026-07-14	c7f7f0d	70,428 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 · 179 stars · license MIT · pushed 2026-10-30 · 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

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.