lov-anti-wechat-ai-check SKILL.md skillA

lov-anti-wechat-ai-check from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lovstudio/skills/lov-anti-wechat-ai-check@v1.1.2

Pins v1.1.2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lovstudio/skills
Path
skills/anti-wechat-ai-check/SKILL.md
Versions recorded
4
Latest version
v1.1.2, committed Sep 25, 2026
First version recorded
Aug 10, 2026
Size
4,774 bytes
Repository stars
72
License
MIT

兼容旧命令的中文表层模式扫描器,只定位套话、句段均匀和过渡词等可观察特征, 不判断作者身份或平台风险。新任务请使用 lov-human-writing。Use only for legacy “anti-ai-check” commands. Use when reproducing a legacy surface scan; route “去 AI 味” and “humanize article” to lov-human-writing.

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

# 文风扫描(旧入口) · Writing Pattern Scan (Legacy)

本 Skill 已弃用,只为旧命令和脚本调用保留兼容入口。它能扫描模板短语、过渡词、
句长与段长均匀度,但这些都是表层启发式,不能证明文本由 AI 生成,也不能预测
微信或其他平台的审核结果。新的诊断、改写和复测任务交给 `lov-human-writing`。

不得把本 Skill 用于规避平台标识、内容披露、学术诚信或审核机制。

## Triggers

### Activate when

- 用户明确要求复现旧版 `anti-ai-check` 报告或维护 `scripts/analyze.py` 兼容调用。
- “Run the legacy anti-ai-check surface scan.”

### Do not activate when

- “去 AI 味”“人性化润色”“像不像 AI 写的”“humanize article”——使用
  `lov-human-writing`,先审作者性和篇章结构,再做表层度量。
- 用户要求“通过检测”“绕过审核”或删除 AI 标识——拒绝规避目标,只提供质量改进、
  事实核查和合规披露帮助。

## Workflow (MANDATORY)

**You MUST follow these steps in order:**

### Step 1: Get the article

Determine the input source:
- If user provides a **file path** → read the file
- If user **pastes text** in the conversation → save to a temp file or use `--text`

### Step 2: Run analysis

```bash
python skills/lov-anti-wechat-ai-check/scripts/analyze.py \
  --input <path> --format json
```

Or with inline text:

```bash
python skills/lov-anti-wechat-ai-check/scripts/analyze.py \
  --text "文章内容" --format json
```

### Step 3: Present findings

Show the user:
1. **Legacy heuristic score** (0-100) and band (LOW / MEDIUM / HIGH). Explain
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lovstudio/skills/lov-anti-wechat-ai-check@sha256:601e4fcb31c3ccde

The line at the top of this page pins the label v1.1.2, 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 badge

[![mdr](https://markdownregistry.com/badge/art_p46d2jqjch4qvrgi.svg)](https://markdownregistry.com/a/art_p46d2jqjch4qvrgi)

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

Versions

The registry has recorded 4 versions of this file, between Aug 10, 2026 and Sep 25, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
v1.1.2 latest2026-09-25 4b67fd1 4,774 BA view · diff
v1.1.02026-08-23 00fafa8 5,868 BA view · diff
v1.0.12026-08-10 d704a55 5,146 BA view · diff
v1.0.12026-08-10 22e49cf 4,519 BA 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 (4774 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

lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p46d2jqjch4qvrgi
GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-anti-wechat-ai-check
GET https://markdownregistry.com/api/v1/blob/601e4fcb31c3ccde643a5f15358573545acfa8a40d20ef1612bdc12070b7f0ad

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.

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