wechat-account-analyzer SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
wechat-account-analyzer from redfox-data/redfox-community is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add redfox-data/redfox-community/wechat-account-analyzer@git:20261027.a4b24dePins git:20261027.a4b24de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- redfox-data/redfox-community
- Path
skills/wechat-account-analyzer/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261027.a4b24de, committed Oct 27, 2026
- First version recorded
- Jul 29, 2026
- Size
- 10,562 bytes
- Repository stars
- 456
- License
- none declared
公众号账号诊断工具是对任意公众号账号进行四维度量化评分（内容健康度、用户活跃度、内容核心数据、运营规范性），对标行业平均水平，输出可落地的运营优化建议。.
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
# 公众号账号诊断 > 基于多维度数据分析，为公众号提供全面的账号健康诊断和优化建议 --- ## 简介 **公众号账号诊断** 是一款智能分析工具，通过红狐 API 获取公众号真实运营数据，基于内容健康度、用户活跃度、核心数据表现、运营规范性四维度进行评分诊断，自动生成对标行业水平的优化建议。 - **核心价值**：告别主观判断，用数据驱动公众号运营决策。一次诊断即可看清账号全貌，明确优化方向 - **适用对象**：公众号号主、新媒体运营、MCN机构、品牌方、内容创作者 - **技术基础**：基于红狐API实时数据 + Python评分引擎 + Agent智能建议生成 --- ## 功能特性 ### 核心能力 | 功能 | 说明 | |------|------| | 📊 **四维度评分** | 四维度诊断评分（内容健康度/用户活跃度/核心数据/运营规范性），v4.1分类自适应（6类账号自动调整权重/阈值），爆款率（10万+）显式计分 | | 🏆 **智能评级** | S/A/B/C/D/E 六级评级（S≥80分）+ 行业对标分析 | | 📈 **数据可视化** | 近期作品数据表格，阅读/点赞/评论/在看一目了然 | | 💡 **优化建议** | 分紧急/重点/持续三级，每条建议含预期量化效果 | | 🔍 **相似账号** | 自动匹配同赛道对标账号，横向对比找差距 | | 🔗 **可跳转链接** | 账号名称、作品标题均支持一键跳转微信 | ### 特色亮点 - **⚡ 一句话诊断**：输入公众号名称即可获取完整报告，无需复杂配置 - **🔄 多账号对比**：支持同时诊断多个账号并生成对比报告 - **📋 强制格式输出**：5章节固定模板，章节/顺序/格式强制锁定，不得偏离 --- ## 一键安装 ### 前置条件 - 已安装 Python 3.8+ - 已注册 [红狐Hub](https://redfox.hk/) 账号并获取 API Key ### 安装步骤 1. 将技能文件夹放入你的 Skills 目录 2. 安装 Python 依赖： ```bash pip install requests ``` 3. 配置 API Key（见下方） ### 配置 API Key #### 获取 API Key 1. 访问 [红狐Hub 官网](https://redfox.hk/) 了解服务详情 2. 前往 [注册页面](https://redfox.hk/login) 注册账号 3. **新注册用户将获赠免费积分**，可立即开始使用 4. 注册登录后，在个人中心获取 API Key，格式为 `ak_xxxxxxxx` #### 设置环境变量 …
Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community/wechat-account-analyzer@sha256:d94c9fc552a104f5The line at the top of this page pins the label git:20261027.a4b24de, 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.
[](https://markdownregistry.com/a/art_bbqtqmslpbjz2w6n)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 29, 2026 and Oct 27, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.a4b24de latest | 2026-10-27 | a4b24de | 10,562 B | A | view · diff |
| git:20260902.2c307ec | 2026-09-02 | 2c307ec | 10,281 B | A | view · diff |
| git:20260811.0e4facd | 2026-08-11 | 0e4facd | 9,068 B | A | view · diff |
| git:20260807.447cbe9 | 2026-08-07 | 447cbe9 | 9,013 B | A | view · diff |
| git:20260805.8ac87ef | 2026-08-05 | 8ac87ef | 9,087 B | A | view · diff |
| git:20260729.f881e1b | 2026-07-29 | f881e1b | 9,165 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10562 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
redfox-data/redfox-community · 456 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bbqtqmslpbjz2w6n GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community/wechat-account-analyzer GET https://markdownregistry.com/api/v1/blob/d94c9fc552a104f5405add2be30035a80003bbf22bd4364d87acd767570e19a3
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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