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在 OpenClaw 中安装
/install moments-geo-claw
功能描述
Top-tier GEO (Generative Engine Optimization) expert agent for managing daily AI visibility operations. Use this skill whenever someone wants to optimize bra...
安全使用建议
This skill appears to be what it says: an AI visibility / GEO agent. Before installing, consider these practical checks:
- Expect the agent to run live queries against third-party AI platforms (ChatGPT, Perplexity, 文心, etc.) if the 'browser' tool is available; brand names and queries will be sent to those services. Don’t supply confidential client names or proprietary data if you don't want them transmitted.
- Review and, if necessary, edit hard-coded save paths in AGENTS.md and templates (e.g., /Users/kadenliu/… and ~/.openclaw-geo/…) so outputs are stored where you intend.
- Inspect the included scripts (scripts/seo_optimizer.py and scripts/brand_voice_analyzer.py) before allowing execution to confirm they only perform local analysis and do not make unexpected network calls or execute external commands.
- If you want to avoid live external testing, enforce the skill’s fallback behavior (the report-disclaimer path) or disable the agent’s ability to use the browser tool in your environment; require manual approval before performing live tests or screenshots.
- If you manage sensitive clients, consider limiting agent autonomy or reviewing logs for any inadvertent disclosure. If you want, I can scan the included Python files for network/call patterns and summarize any risky calls they contain.
功能分析
Type: OpenClaw Skill
Name: moments-geo-claw
Version: 1.0.0
The 'moments-geo-claw' skill bundle is a comprehensive toolkit for Generative Engine Optimization (GEO), designed to help brands optimize their visibility in AI search engines. It includes detailed workflows for diagnostic audits, brand positioning, content creation, and performance monitoring. The bundle contains Python scripts (brand_voice_analyzer.py and seo_optimizer.py) for text analysis and SEO scoring, which operate locally without suspicious network or file system calls. While the instructions direct the agent to use browser tools to query external AI platforms like ChatGPT and DeepSeek, this activity is transparently documented and directly supports the stated purpose of the skill. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found.
能力评估
Purpose & Capability
Name and description (GEO/AIEO / AI visibility optimization) match the included templates, reports, and two helper scripts (seo_optimizer.py, brand_voice_analyzer.py). The skill does not request unrelated credentials or binaries.
Instruction Scope
SKILL.md and AGENTS.md instruct the agent to run live automated queries against many third‑party AI platforms (using the 'browser' tool/Playwright flow), capture snapshots/screenshots, and generate client reports. That behavior is consistent with the stated purpose, but it means user-provided brand names and other client data will be sent to external services during tests and screenshots will be stored locally—this is expected for an SEO audit but is a privacy/exfiltration surface you should be aware of.
Install Mechanism
No install spec or remote download; this is instruction-first. Two python scripts are included in the repo but there is no installer that fetches external code or runs arbitrary downloads. Low install-risk.
Credentials
The skill declares no required environment variables or credentials, which matches its purpose. However it writes files to local work directories (e.g. ~/.openclaw-geo/work-geo-claw/) and some templates contain a hard-coded path (/Users/kadenliu/AIRetail/Z_GEO/contents/) — these paths are just templates but indicate the skill will create/expect local files. Also the Rule to 'Always use the real client name' increases the chance that sensitive names are sent to external AI platforms during testing.
Persistence & Privilege
always:false and there is no evidence the skill requests persistent elevated privileges or modifies other skills. It instructs writing outputs to its own work directory, which is normal for content-generation skills.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install moments-geo-claw - 安装完成后，直接呼叫该 Skill 的名称或使用
/moments-geo-claw触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
geo-claw 1.0.0 — Initial release
- Introduces GEO-Claw, an expert agent for managing brand visibility and optimization across major AI search engines (ChatGPT, Perplexity, 豆包, Kimi, DeepSeek, 文心一言, Claude, etc).
- Provides a 4-phase AIEO (AI Engine Optimization) service lifecycle: Diagnosis, Positioning, Content Creation, and Monitoring.
- Supports bilingual operation with automatic language detection and localized responses.
- Includes strict execution rules for using real client and competitor names and distinguishing between estimated and real data in reports.
- Details workflows, deliverables, and tools for each phase, plus guidelines for direct operation and agent deployment.
- Covers AI platform testing, brand/competitor audits, question library building, Schema strategy, and ongoing performance tracking.
元数据
常见问题
Moments GEO skills 是什么？
Top-tier GEO (Generative Engine Optimization) expert agent for managing daily AI visibility operations. Use this skill whenever someone wants to optimize bra... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 137 次。
如何安装 Moments GEO skills？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install moments-geo-claw」即可一键安装，无需额外配置。
Moments GEO skills 是免费的吗？
是的，Moments GEO skills 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Moments GEO skills 支持哪些平台？
Moments GEO skills 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Moments GEO skills？
由 Kaden Lau（@kenerlee）开发并维护，当前版本 v1.0.0。
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