Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility.
数据来源：ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一：命令行安装（推荐）
推荐（无需提前安装 clawhub）
npx clawhub@latest --dir ~/.claude/skills install geo-optimizer或使用 clawhub CLI（需提前安装）
clawhub --dir ~/.claude/skills install geo-optimizer⚠️ 需要 Node.js 18+，没有 Node？请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二：手动下载安装（无需 Node）
下载 ZIP，解压后将文件夹放到以下路径，重启 Agent 即可：
安装路径
~/.claude/skills/geo-optimizer/💡解压后将文件夹放到上方路径，重启 Agent 即可生效
--- name: geo-optimizer version: 1.0.0 description: Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility. ---
SEO = Rank in search results GEO = Get cited in AI-generated answers
| Dimension | Low (1-2) | High (4-5) | |-----------|-----------|------------| | Definition Clarity | Vague | Citable definitions with metrics | | Quotable Statements | Generic claims | Specific facts with sources | | Factual Density | Opinion-heavy | Data-packed | | Source Citations | None | Traceable to authority | | Q&A Format | Prose only | Explicit Q&A sections | | Authority Signals | No credentials | Expert bylines, credentials | | Content Freshness | Outdated | Dated citations, recent data | | Structural Clarity | Poor hierarchy | Clear headers, lists, tables |
Score each dimension 1-5. Total /40:
## GEO Audit
Current Score: [X]/40
### Dimension Scores
| Dimension | Score | Quick Fix |
|-----------|-------|-----------|
| [dimension] | [1-5] | [action] |
## Optimized Content Sections
### Definition (Citable)
[Term] is [category] that [function], [key metric].
### Key Statistics
- [Stat with source and date]
- [Stat with source and date]
### FAQ Section
**Q: [Common question]?**
A: [Direct, quotable answer with citation]Compounds with:
--- See references/dimensions.md for scoring details See references/patterns.md for optimization patterns See references/examples.md for before/after examples
安装 GEO Content Optimizer 后，可以对 AI 说这些话来触发它
Send a Slack message to the #engineering channel about the deployment
Formats and sends the message with relevant context, tagging the right people
Summarize all unread messages in my inbox from today
Reads messages across connected channels and returns a prioritized summary
Draft a reply to this customer complaint and send it for review
Writes an empathetic, professional response and routes it to the approval queue
将技能文件夹放到 ~/.claude/skills/geo-optimizer/ 目录（个人级，所有项目可用），或 .claude/skills/geo-optimizer/（项目级）。重启 AI 客户端后，用 /geo-optimizer 主动调用，或让 AI 根据上下文自动发现并使用。
GEO Content Optimizer 支持 Claude、Cursor、OpenClaw，可与这些 AI 平台无缝集成，扩展其能力。
GEO Content Optimizer 可免费安装使用。请查阅仓库了解许可证信息。
Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility.
GEO Content Optimizer 属于「Communication」分类，该分类的技能帮助 AI 智能体在此领域执行专业任务。