geo-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.
geo-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/geo-analyzer@git:20261010.ec4c534Pins git:20261010.ec4c534 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/geo-analyzer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261010.ec4c534, committed Oct 10, 2026
- First version recorded
- Jul 22, 2026
- Size
- 14,410 bytes
- Repository stars
- 456
- License
- none declared
GEO（生成式引擎优化）品牌分析工具。自动向豆包、Kimi、DeepSeek、元宝、千问、百度 六个 AI 搜索引擎提问，分析品牌在 AI 回答中的出现率、情绪、信源引用、竞品对比，生成交互式 HTML 报告。当用户需要分析品牌在 AI 搜索引擎中的表现、GEO 优化、AI 搜索品牌监测、品牌 AI 可见度分析时使用。触发词：GEO分析、品牌AI搜索分析、AI搜索引擎优化、品牌可见度、GEO、geo analyzer。.
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
# 品牌GEO分析
## 简介
帮助品牌了解自己在 AI 搜索引擎（豆包、Kimi、DeepSeek、元宝、千问、百度）中的表现。系统自动向六个 AI 平台提出相同问题，分析品牌出现率、情绪倾向、信源引用、竞品对比，生成可视化 HTML 报告。
## 鉴权
前往 [红狐hub](https://redfox.hk/settings/api-keys?source=github) 获取 API Key，通过以下方式配置：
```bash
# 方式一：配置文件
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
# 方式二：终端环境变量
export REDFOX_API_KEY="ak_xxxx..."
```
## 依赖
```bash
pip3 install requests
```
## 完整工作流
### Step 0: 输入收集
向用户收集以下信息（使用 AskUserQuestion 或直接从用户消息中提取）：
**必填信息：**
- **品牌名称**: 用户要分析的品牌名（如"元气森林"、"大疆"、"蔚来"）
- **品类/行业**: 品牌所属品类（如"无糖饮料"、"无人机"、"新能源汽车"）
**可选信息：**
- **品牌别名**: 品牌的其他常见称呼（如"小红书"的别名"RED"）
- **竞品列表**: 用户已知竞品（如"可口可乐"、"百事可乐"）
- **自定义问题列表**: 如果用户已有问题列表，直接使用，跳过 Step 1
**关键规则：**
- 如果用户只提供了品牌名没有品类，必须追问品类
- 如果用户提供了问题列表，跳过 Step 1 直接进入 Step 2
- 竞品和别名可以为空
### Step 1: 问题生成（用户未提供问题时）
如果用户没有提供问题列表，需要生成 5 个热门问题。
**1.1 搜索品类热度**
调用任一 websearch skill 搜索品类相关信息：
```bash
python3 ~/.agents/skills/doubao-websearch/scripts/doubao_search.py "{品类} 消费者最关心的问题"
python3 ~/.agents/skills/kimi-websearch/scripts/kimi_search.py "{品类} 品牌推荐 常见问题"
```
**1.2 AI 生成 5 个问题**
结合搜索结果和品类知识，生成 5 个用户最可能在 AI 搜索引擎中提问的问题。
**问题类型必须覆盖以下三类（推荐类至少 1 个，多场景类与功能类合计至少 4 个）：**
| 类型 | 示例 | 说明 |
|------|------|------|
…Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community/geo-analyzer@sha256:4bd4e936013fb885The line at the top of this page pins the label git:20261010.ec4c534, 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_sskwsi4bpzh6hvyw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 22, 2026 and Oct 10, 2026, about one every 80 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.ec4c534 latest | 2026-10-10 | ec4c534 | 14,410 B | A | view · diff |
| git:20260722.0b2fc86 | 2026-07-22 | 0b2fc86 | 11,577 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 (14410 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_sskwsi4bpzh6hvyw GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community/geo-analyzer GET https://markdownregistry.com/api/v1/blob/4bd4e936013fb885a11de8b67d94704697427d9676f22c53cf976767f835e428
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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