GEO (Generative Engine Optimization) skill pack for Claude Code via skm.
| Skill | Use When | Key Output |
|---|---|---|
geo-audit |
Full website audit for AI search visibility | GEO-AUDIT-REPORT.md with composite score |
geo-citability |
Analyzing how citable a page's content is | GEO-CITABILITY-SCORE.md with rewrite suggestions |
geo-optimize |
Writing or editing content for AI citability | Optimized content + summary report |
Skills follow progressive disclosure. SKILL.md contains workflow and output format only. Detailed rubrics, templates, and scoring data are in shared reference files:
packs/geo/
├── geo-audit/SKILL.md
├── geo-citability/SKILL.md
├── geo-optimize/SKILL.md
└── references/
├── geo-methodology.md # Index: core thesis, composite weights, crawler lists
├── citability-rubrics.md # 5-dimension scoring rubrics with examples
├── platform-rubrics.md # Google AIO, ChatGPT, Perplexity, Gemini, Copilot
├── brand-authority.md # YouTube/Reddit/Wikipedia/LinkedIn scoring
├── schema-templates.md # JSON-LD templates + sameAs strategy
├── technical-scoring.md # 8-category technical SEO (100pts)
├── eeat-content.md # E-E-A-T 4x25pts + content quality metrics
├── actions-content.md # Citability + E-E-A-T improvement actions
├── actions-technical.md # Crawler, schema, SSR, CWV fix guides
└── actions-growth.md # Brand authority, platform onboarding, monitoring
All skills reference ../references/ relative to their SKILL.md location.
# Add registry (one-time)
skm registry add geo https://github.com/panda850819/geo-skills
# Install all 3 skills
skm install geo:geo-audit
skm install geo:geo-citability
skm install geo:geo-optimize
# Or install only what you need — references/ are shared and always available
skm install geo:geo-citability # just citability analysisInstalling any single skill clones the full repo to skm cache, so ../references/ resolves correctly regardless of which skills you install.
Methodology synthesized from:
- GEO research: Princeton, Georgia Tech, IIT Delhi (2024)
- Ahrefs Dec 2025 study (75K brands, AI visibility correlations)
- Bortolato 2025 (AI Overview passage analysis)
- geo-seo-claude (MIT license) — architecture patterns and domain knowledge
MIT