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Skills geo-fundamentals
📦
geo-fundamentals
Content revision r2 Safe ⚙️ External commands
Improve Content for AI Search Citations
Web content often lacks the structure and attribution that AI search engines use when selecting citations. This skill explains GEO practices and audits public web pages for citation readiness.
Supports: Claude Codex Code(CC)
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Agent request
Review the Skillstore skill "geo-fundamentals" from https://skillstore.io/skills/sickn33-geo-fundamentals.md and its manifest at https://skillstore.io/api/skills/sickn33-geo-fundamentals/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "geo-fundamentals". Explain why my article has weak GEO readiness.
Expected outcome:
- The page lacks author attribution and publication dates.
- No JSON-LD identifies the article or its publisher.
- Add direct definitions, sourced statistics, and an FAQ section.
Using "geo-fundamentals". Prioritize fixes for a page with no H1, no structured data, and one H2.
Expected outcome:
- Add one descriptive H1 that states the page topic.
- Add relevant JSON-LD with accurate article, author, and date fields.
- Create additional H2 sections around distinct user questions.
Using "geo-fundamentals". Create a GEO checklist for a product comparison article.
Expected outcome:
- State the comparison criteria and define important terms.
- Use a readable table with current, sourced data.
- Name the author, show update dates, and answer common questions.
Security Audit
Safev5 • 7/23/2026 Open versioned report
The only static finding is a false positive: SKILL.md line 157 contains a Markdown-formatted usage command, not Ruby or shell execution. No prompt injection, data exfiltration intent, or other semantic security issue was found in the reviewed files.
2
Files scanned
456
Lines analyzed
0
Review items
0
False positives ignored
Risk Factors
⚙️ External commands (1)
No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.
Audited by: codex View Audit History →
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
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APA citation
sickn33. (2026). geo-fundamentals security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-geo-fundamentals/audits/5BibTeX citation
@techreport{sickn33-sickn33-geo-fundamentals-2026,
author = {sickn33},
title = {geo-fundamentals security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/sickn33-geo-fundamentals/audits/5},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "geo-fundamentals security audit report (audit version 5)"
version: "unspecified"
type: report
authors:
- name: "sickn33"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/sickn33-geo-fundamentals/audits/5"
identifiers:
- type: other
value: "skillstore:sickn33-geo-fundamentals:audit:5"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: High 45
Architecture
85
Maintainability
87
Content
68
Community
83
Spec Compliance
What You Can Build
Plan Citable Articles
Build article briefs with clear definitions, sourced data, expert attribution, FAQs, and structured sections.
Audit Web Components
Review HTML, JSX, and TSX pages for structural signals that support AI retrieval and citation.
Prioritize GEO Improvements
Compare page scores and reported issues to focus optimization work across a website.
Try These Prompts
Learn GEO Basics
Explain GEO for a beginner. Compare it with SEO and list five content elements that improve AI citation readiness.
Review a Page Plan
Review this page outline for GEO readiness: [outline]. Identify missing definitions, sources, author details, dates, FAQs, lists, and structured data.
Interpret an Audit
Interpret this GEO checker output: [results]. Prioritize the three most important improvements and explain how each addresses a reported issue.
Design a Sitewide GEO Program
Create a sitewide GEO improvement plan for [site]. Use [audit results], audience needs, content ownership, implementation effort, and measurable citation-readiness indicators.
Best Practices
- Validate automated findings against rendered pages because dynamic content may not appear in source scans.
- Support claims with named, current sources and keep author and date information accurate.
- Use the score to prioritize review, then measure real citations and AI-referred traffic separately.
Avoid
- Do not present unsourced statistics or invented expert quotes to improve apparent authority.
- Do not treat a high checker score as proof that an AI engine will cite a page.
- Do not add irrelevant schema, repetitive FAQs, or excessive headings only to satisfy checks.
Frequently Asked Questions
What is Generative Engine Optimization?
GEO improves content clarity, structure, attribution, and machine-readable context for retrieval and citation by AI-powered search systems.
Which files does the checker inspect?
It inspects likely public pages in HTML, HTM, JSX, and TSX files, while skipping common build, test, documentation, and dependency directories.
Does the checker access the internet?
No. The included script reads local project files and prints audit results to the console.
Does a high score guarantee AI citations?
No. The score measures detected page elements, not authority, retrieval performance, ranking, or actual citation outcomes.
Can it audit a deployed website directly?
No. Provide a local project path containing the website source files.
How should teams use the reported issues?
Review each issue against the rendered page, prioritize meaningful content gaps, implement accurate changes, and track real citation results separately.
Developer Details
Author
sickn33License
MIT
Skillstore revision
r2
Version notice
The author did not declare a version.
Ref
88a8e9a07f4c54ab105c1c41b6267c287146b07b
Maintenance freshness
7/26/2026
Usage
9 downloads · 96 views
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