Free version — audit your content for AI search citability with the GEO Scorecard. Covers 4 of 8 dimensions.
Security Analysis
high confidenceInstruction-only audit tool that is internally consistent with its stated purpose and requests no credentials or installs.
Name/description (GEO content scoring) matches the SKILL.md instructions — the skill is an audit/scorecard for supplied content or URLs and does not request unrelated access or credentials.
SKILL.md stays within the stated purpose (score content on 4 dimensions). It is slightly ambiguous about URLs: it asks the user to 'Provide a URL or paste content' but does not specify whether the agent should fetch the URL, how to fetch it, or whether fetching external content is allowed. That ambiguity is operational (not a security mismatch) but worth noting: fetching URLs would cause the agent to retrieve external content.
No install spec and no code files — instruction-only skill with no on-disk installation or downloads.
No required environment variables, credentials, or config paths are declared — consistent with an offline/content-audit skill.
always:false and normal autonomous-invocation defaults. The skill does not request persistent presence or modify system/other-skill settings.
Guidance
This skill is an instruction-only GEO scorecard and appears coherent and low-risk: it requires no credentials or installs. Before using, consider: (1) if you supply a URL the agent may fetch that external page — avoid sending private or credential-protected URLs unless you intend the content to be retrieved; (2) if you paste sensitive content, it will be processed by the agent; and (3) the SKILL.md is high-level (no technical fetch/config guidance), so behavior may vary by agent implementation. If you need guarantees about network access or data retention, seek those specifics from the skill author or your agent's policy settings.
Latest Release
v1.0.0
- Initial release of GEO Optimizer Lite. - Audit your content for AI search citability using the GEO Scorecard, covering 4 of 8 key dimensions. - Provides page scores on Factual Density, Source Attribution, Structured Format, and Direct Answers. - Offers actionable improvement suggestions based on your score. - Includes a detailed scoring guide and explanation of GEO principles. - Option to upgrade for full auditing and advanced features.
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Published by @apex-stack-ai on ClawHub
