wanshuiyin/anti-autoresearch · skills/ai-style-impressions/SKILL.md

ai-style-impressions skillA

ai-style-impressions is agent-read markdown (skill) from wanshuiyin/anti-autoresearch: 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 figu.

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/ai-style-impressions@git:20260810.98a75fc
Exact content
mdr add wanshuiyin/anti-autoresearch/ai-style-impressions@sha256:0a4bca45895b988e

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_dcy54mxhbjqtuhyj.svg)](https://markdownregistry.com/a/art_dcy54mxhbjqtuhyj)

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Versions

versioncommittedcommitsizeaudit
git:20260810.98a75fc latest2026-08-10 98a75fc 53,199 BA view · diff
git:20260710.a1a963f2026-07-10 a1a963f 53,177 BA view · diff
git:20260628.b35080d2026-06-28 b35080d 52,856 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 (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 · 154 stars · license MIT · pushed 2026-09-09 · 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

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