Home / wanshuiyin / anti-autoresearch · GitHub

ai-style-impressions SKILL.md skillA

ai-style-impressions 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/ai-style-impressions@git:20260810.98a75fc

Pins git:20260810.98a75fc in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: wanshuiyin/anti-autoresearch
Path: skills/ai-style-impressions/SKILL.md
Versions recorded: 3
Latest version: git:20260810.98a75fc, committed Aug 10, 2026
First version recorded: Jun 28, 2026
Size: 53,199 bytes
Repository stars: 179
License: MIT

Transparent, itemized impressions of AI-generated WRITING STYLE — the repo's ONLY non-integrity track. Two passes: a deterministic defensive-hedge density screen (tools/check_ai_style.py, AIS-DEFENSIVE-HEDGE) plus a fresh cross-model GROSS-cases-only semantic pass over the 13 AIS-* style tells (broken narrative arc, LLM phrase tics, jargon-stuffing, invented codenames, clause/formula walls, gratuitous pseudocode, bullet overuse, bold-module spam, restatement loops, focus drift, single-style…

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

# AI Writing-Style Impressions — itemized, located, ZERO verdict weight (NOT integrity findings)

Surface AI writing-**style** impressions for: **$ARGUMENTS** (requires `claims.json`
from `/evidence-ledger`). Emit span-anchored `ai-style-impressions.findings.json`.
Every finding here is an **impression** with **ZERO verdict weight** — this skill
proposes **no integrity finding** and computes **no verdict**.

> ⚠️ **This is the repo's ONLY non-integrity output, and it is non-integrity by
> construction.** AIS findings are transparent, itemized impressions of AI-generated
> *writing style*. The adjudicator (`tools/adjudicate_findings.py`) gives **every** AIS
> finding **ZERO verdict weight** — it is forced to `info`, excluded from
> `overall_verdict`, and rendered in a **separate** report section,
> *"AI Writing-Style Impressions — NOT integrity findings · ZERO verdict weight"*. **A
> paper can be `CLEAN_GIVEN_EVIDENCE` and still list many AIS impressions.** These are
> **not** factual/integrity inconsistencies and imply **no authorship probability**. We
> are **not** an opaque AI-text classifier: no scores, never *"this is AI-written"* /
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add wanshuiyin/anti-autoresearch/ai-style-impressions@sha256:0a4bca45895b988e

The line at the top of this page pins the label git:20260810.98a75fc, 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_dcy54mxhbjqtuhyj.svg)](https://markdownregistry.com/a/art_dcy54mxhbjqtuhyj)

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

Versions

The registry has recorded 3 versions of this file, between Jun 28, 2026 and Aug 10, 2026, about one every 22 days.

version	committed	commit	size	audit
git:20260810.98a75fc latest	2026-08-10	98a75fc	53,199 B	A	view · diff
git:20260710.a1a963f	2026-07-10	a1a963f	53,177 B	A	view · diff
git:20260628.b35080d	2026-06-28	b35080d	52,856 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 (53199 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_dcy54mxhbjqtuhyj
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/anti-autoresearch/ai-style-impressions
GET https://markdownregistry.com/api/v1/blob/0a4bca45895b988ec01333bf1451fd1da23c3344479c9479d60a91df0611b431

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.