GEO Content Optimizer

v1.0.0

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.

3· 2.6k·5 current·7 all-time
MIT-0
Download zip
LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
VirusTotalVirusTotal
Benign
View report →
OpenClawOpenClaw
Benign
high confidence
Purpose & Capability
Name/description (GEO content optimization) match the SKILL.md guidance: scoring dimensions, quick fixes, and output templates all target making content more 'AI-citable'. No unexpected binaries, env vars, or cloud credentials are requested.
Instruction Scope
The runtime instructions are self-contained editorial guidance (scoring rubric, templates, quick wins). They do not instruct the agent to read system files, access secrets, or call external endpoints. One coherence issue: SKILL.md references additional files (references/patterns.md and references/examples.md) that are not present in the bundle — this is likely a packaging omission and reduces usefulness but is not itself a security risk.
Install Mechanism
Instruction-only skill with no install spec and no code files. This is the lowest-risk install profile: nothing is written to disk or fetched at install-time by the skill bundle.
Credentials
The skill declares no required environment variables, credentials, or config paths. The instructions ask for adding citations and expert bylines, which are editorial and do not require secrets.
Persistence & Privilege
Flags show always:false and default model invocation allowed. That is normal. The skill does not request permanent presence or elevated system privileges and does not modify other skills' configs.
Assessment
This is an instruction-only editorial checklist for making content more likely to be cited by LLMs; it doesn't request credentials or install anything, so the direct security risk is low. Before installing, consider: (1) the skill owner is unknown — prefer skills from known authors if you want provenance; (2) SKILL.md references patterns/examples files that are missing from the bundle (harmless but means the skill may be incomplete); (3) the guidance encourages adding expert quotes and citations — avoid fabricating quotes or unverifiable sources (ensure any quoted expert or statistic is real and linked to a legitimate source); (4) do not paste sensitive or proprietary content into the skill's workflows unless you're comfortable with how that data will be used by your agent, since the agent can invoke skills autonomously by default. If you want higher assurance, ask the publisher for the missing reference files or a source/homepage before installing.

Like a lobster shell, security has layers — review code before you run it.

latestvk97bt6af7jzqjt3k7zkqgj6dx97zwhqr

License

MIT-0
Free to use, modify, and redistribute. No attribution required.

Comments