Geo Agent

What it does

When your agent uses it

• : user wants GEO automation
• AI search optimization
• Multi-platform article publishing
• Brand visibility in AI answers

Example prompts

• “/geo-agent”

Requirements

• Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

1. 1项目初始化
2. 2平台账号
3. 3安装依赖

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 6 files in scripts/ (Python), which the agent can run.

  Shell commands in SKILL.md call:

  • python3
  • playwright
  • pip

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Geo Agent loads about 975 tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 114 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~121

When it runs · the whole SKILL.md, loaded when a task matches

~975

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 114 words, ~975 tokens.

name

geo-agent

description

Automated GEO (Generative Engine Optimization) agent for boosting brand visibility in AI search engines. Manages keywords, researches real competitors, generates comparison articles with target brand prominence, auto-publishes to Chinese content platforms (Zhihu/Baijiahao/Sohu/Toutiao), monitors AI search engine indexing, and reports results. Use when: user wants GEO automation, AI search optimization, multi-platform article publishing, or brand visibility in AI answers.

homepage

https://github.com/aAAaqwq/auto_geo

关键词管理 → 真实竞品调研 → GEO文章生成 → 多平台发布 → 收录检测 → 数据报表

# 数据存储在 skill 目录下
~/clawd/skills/geo-agent/data/projects.json    # 项目配置
~/clawd/skills/geo-agent/data/keywords.json    # 关键词库
~/clawd/skills/geo-agent/data/articles.json    # 文章记录
~/clawd/skills/geo-agent/data/checks.json      # 收录检测记录

# 登录态存储
~/.playwright-data/zhihu/       # 知乎
~/.playwright-data/baijiahao/   # 百家号
~/.playwright-data/sohu/        # 搜狐号
~/.playwright-data/toutiao/     # 头条号

cd ~/clawd/skills/geo-agent
pip install -r requirements.txt
playwright install chromium

告诉agent: "发布文章 #ID 到知乎"
告诉agent: "批量发布今天的文章"

告诉agent: "检测关键词 'XXX' 的收录情况"
告诉agent: "全量收录检测"

告诉agent: "GEO周报"
告诉agent: "关键词 'XXX' 的收录趋势"

geo-agent/
├── SKILL.md              # 本文件
├── requirements.txt      # Python依赖
├── scripts/
│   ├── keyword_manager.py    # 关键词管理+蒸馏
│   ├── competitor_research.py # 真实竞品搜索
│   ├── article_generator.py  # GEO文章生成
│   ├── publisher.py          # 多平台发布(Playwright)
│   ├── index_checker.py      # AI搜索收录检测
│   └── reporter.py           # 数据报表生成
├── templates/
│   ├── ranking.md            # 排行榜文章模板
│   ├── comparison.md         # 对比评测模板
│   ├── qa.md                 # Q&A文章模板
│   └── trend.md              # 趋势分析模板
└── data/                     # 运行时数据(gitignore)
    ├── projects.json
    ├── keywords.json
    ├── articles.json
    └── checks.json

# 关键词蒸馏
python3 scripts/keyword_manager.py distill --keyword "智能客服" --company "XXX公司"

# 竞品搜索
python3 scripts/competitor_research.py --industry "智能客服" --top 10

# 生成文章
python3 scripts/article_generator.py --keyword "智能客服哪家好" --company "XXX公司" --type ranking

# 发布
python3 scripts/publisher.py --article-id 1 --platform zhihu

# 收录检测
python3 scripts/index_checker.py --keyword "智能客服" --company "XXX公司"

# 报表
python3 scripts/reporter.py --type weekly

© aAAaqwq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 12 other files (scripts) in skills/geo-agent of aAAaqwq/AGI-Super-Team.

• SKILL.md
• .gitignore
• requirements.txt
• scripts/article_generator.py
• scripts/competitor_research.py
• scripts/index_checker.py
• scripts/keyword_manager.py
• scripts/publisher.py
• scripts/reporter.py
• templates/comparison.md
• templates/qa.md
• templates/ranking.md
• templates/trend.md

Open the folder on GitHubat commit 331ecd3

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

• NeverSight/learn-skills.devdata/skills-md/aaaaqwq/agi-super-skills/geo-agentdata/skills-md/aaaaqwq/claude-code-skills/geo-agent