Moments GEO skills

PassAudited by ClawScan on May 1, 2026.

Overview

This GEO/AI-visibility skill is coherent and purpose-aligned; it uses browser/web testing and local report storage, but the provided artifacts do not show deception, exfiltration, or destructive behavior.

This skill appears safe to install for GEO/AI-visibility work if you are comfortable with external AI-platform testing. Before use, confirm which platforms will be queried, provide only public or client-approved information, choose the save directory, and review any generated content before publishing it.

Findings (3)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

When running diagnostics or monitoring, the agent may open AI/search sites, submit test queries, and save screenshots.

Why it was flagged

The skill expects browser and web tools to interact with third-party AI platforms and capture results. This is aligned with AI visibility diagnostics, but it is real tool use that users should control.

Skill content
Use it for real AI platform testing in Phase 1 and 4: - `browser navigate <url>` ... `browser screenshot` ... WebFetch / WebSearch: website audits, competitor research
Recommendation

Approve the platform list and test questions first, avoid using logged-in accounts unless needed, and review screenshots before sharing them.

What this means

Client brand names, competitor names, URLs, and product details used in test queries may be submitted to external AI services.

Why it was flagged

The workflow sends brand and competitor questions to external AI platforms. That is expected for GEO testing, but it creates an external data boundary for client information.

Skill content
AI platform testing: Query each AI platform with standard questions (brand recognition, category recommendation, comparison)
Recommendation

Use public or client-approved facts in test prompts, avoid confidential launch plans or trade secrets, and document which platforms were queried.

What this means

Generated files could be saved to an unexpected local path or fail on systems where that path does not exist.

Why it was flagged

This template contains an author-specific absolute save path, which could direct generated outputs outside the otherwise disclosed OpenClaw work directory if followed literally.

Skill content
所有内容输出文件保存至: `/Users/kadenliu/AIRetail/Z_GEO/contents/`
Recommendation

Set an explicit project save directory, preferably the disclosed `~/.openclaw-geo/work-geo-claw/` folder or another user-approved location.