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Install in OpenClaw
/install moments-geo-claw
Description
Top-tier GEO (Generative Engine Optimization) expert agent for managing daily AI visibility operations. Use this skill whenever someone wants to optimize bra...
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install moments-geo-claw - After installation, invoke the skill by name or use
/moments-geo-claw - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Moments GEO skills?
Top-tier GEO (Generative Engine Optimization) expert agent for managing daily AI visibility operations. Use this skill whenever someone wants to optimize bra... It is an AI Agent Skill for Claude Code / OpenClaw, with 137 downloads so far.
How do I install Moments GEO skills?
Run "/install moments-geo-claw" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Moments GEO skills free?
Yes, Moments GEO skills is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Moments GEO skills support?
Moments GEO skills is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Moments GEO skills?
It is built and maintained by Kaden Lau (@kenerlee); the current version is v1.0.0.
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