anti-autoresearch

anti-autoresearch is a plugin for Claude Code from wenhaochai/claude-plugins. Its manifest loads nothing; the 13 skills it bundles cost 1,038 tokens per session together, scanned A, original, MIT.

A collection of checks for finding integrity problems in AI-generated or automatically researched papers. It reviews claims, numbers, methods, comparisons, citations, proofs, presentation, and evaluation design.

In plain words
What is it for?
Use it as a self-review step after drafting a paper, then fix confirmed problems and repeat the checks.
Why use it?
It helps detect unsupported results, inconsistent numbers, misleading comparisons, citation problems, and other issues before submission.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it as a self-review step after drafting a paper, then fix confirmed problems and repeat the checks.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add wenhaochai/claude-plugins
/plugin install anti-autoresearch
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/wenhaochai/claude-plugins

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for anti-autoresearch

README.md
[![agentmods](https://agentmods.dev/badge/plugins/wenhaochai/claude-plugins/anti-autoresearch/github.svg)](https://agentmods.dev/plugins/wenhaochai/claude-plugins/anti-autoresearch)
Your own site
<a href="https://agentmods.dev/plugins/wenhaochai/claude-plugins/anti-autoresearch"><img src="https://agentmods.dev/badge/plugins/wenhaochai/claude-plugins/anti-autoresearch/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for anti-autoresearch

Your own site · 80×15
<a href="https://agentmods.dev/plugins/wenhaochai/claude-plugins/anti-autoresearch"><img src="https://agentmods.dev/badge/plugins/wenhaochai/claude-plugins/anti-autoresearch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 13 skills cost 1,038 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

anti-autoresearch scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 22d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

anti-autoresearch/.claude-plugin/plugin.json · 10 lines

What it actually says

{
  "name": "anti-autoresearch",
  "version": "0.1.7",
  "description": "Integrity forensics for research papers, and the reviewer discipline for writing up what it finds. `/anti-autoresearch <paper-dir>` builds a span-anchored evidence ledger, fans out 11 auditors (consistency, citation, baseline, experiment, eval design, proof / derivation, presentation, AI-style impressions, adversarial case, novelty advisory), and hands every finding to a deterministic adjudicator: the model proposes, the adjudicator decides. Detect-only, observability-aware (L0 PDF / L1 source / L2 repo), never an opaque AI-text classifier. Vendored from wanshuiyin/Anti-Autoresearch (MIT); support files under support/.",
  "author": {
    "name": "Wenhao Chai",
    "url": "https://wenhaochai.com"
  }
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 22d ago Changed 5e3801e589a8
  2. 24d ago Changed e0f6d94452fc
  3. 1mo ago Changed c61dc7c71241
  4. 1mo ago Changed 65510326d190
  5. 1mo ago First seen · 10 lines scan A 21eae2a1e0ed

Subscribe to this mod's changes

anti-autoresearch is a plugin published in the GitHub repository wenhaochai/claude-plugins (18 stars, last pushed yesterday), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other plugins, from other repositories

catalysis-scientist

Reasons from active-site structure, turnover frequency, selectivity, and the Sabatier principle through CO/H2 chemisorption site-counting, Weisz-Prater and Mears transport checks, Langmuir-Hinshelwood/Mars-van Krevelen kinetics, and operando DRIFTS/XAS while treating diffusion-limited apparent rates, DRIFTS spectator…

K-Dense-AI/scientific-agents · not measured

antimicrobial-resistance-scientist

Reasons from MIC distributions, ECOFFs, and phenotype–genotype concordance through EUCAST/CLSI AST, CARD/RGI and AMRFinderPlus resistomes, GLASS/WHONET/NARMS surveillance, carbapenemase/ESBL/MRSA mechanism panels, and heteroresistance PAP while treating breakpoint mixing, genotype-without-phenotype overclaim…

K-Dense-AI/scientific-agents · not measured

hypha

Hypha is the AI agent of the Mycelium ecosystem: a connecting filament between engineers and the SysML v2 specification. Provides skills and subagents for KerML/SysML v2 metamodel lookup, standard model library lookup, normative spec citation, and SysML v2 textual-notation validation.

mycelium-cmbse/mycelium-hypha · not measured

r2g-skills

RTL-to-GDS-to-Graph skill collection. eda-install detects the machine and installs + verifies the open-source EDA toolchain (with a no-sudo conda path). signoff-loop drives an open-source EDA flow (Yosys + OpenROAD-flow-scripts + KLayout + Magic + Netgen + OpenRCX) from a spec or RTL to signed-off GDSII (DRC, LVS…

ShenShan123/r2g-skills · not measured

ar

ar — autoresearch: a skill-only autonomous experiment loop. Propose → measure → keep winners → repeat, against any numeric objective, with noise-floor gating so nothing is banked on noise. Five skills: /ar:start opens a run (dedicated branch + baseline noise floor), /ar:resume advances it, /ar:status prints read-only…

emaballarin/ccplugins · not measured

biorxiv-mcp-server

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP. STDIO or Streamable HTTP.

cyanheads/biorxiv-mcp-server · not measured