Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/techhorizonlabs/thl-opennpx agentmods add skills/techhorizonlabs/thl-open/geoWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/techhorizonlabs/thl-open/geo)<a href="https://agentmods.dev/skills/techhorizonlabs/thl-open/geo"><img src="https://agentmods.dev/badge/skills/techhorizonlabs/thl-open/geo.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00139 | $0.02725 |
| Opus 5 | $0.00069 | $0.01362 |
| Sonnet 5 | $0.00028 | $0.00545 |
| Haiku 4.5 | $0.00014 | $0.00272 |
Grade A, and why
geo scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
1. Fetch homepage HTML (curl or WebFetch) How it starts
The opening of the file, as written. The whole thing — 215 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GEO-SEO Analysis Tool (improved by Tech Horizon Labs)
Philosophy: GEO-first, SEO-supported. AI search is eating traditional search. This tool optimizes for where traffic is going, not where it was.
Quick Reference
| Command | What It Does |
|---|---|
/geo audit <url> |
Full GEO + SEO audit with parallel subagents |
/geo page <url> |
Deep single-page GEO analysis |
/geo citability <url> |
Score content for AI citation readiness |
/geo crawlers <url> |
Check AI crawler access (robots.txt analysis) |
/geo llmstxt <url> |
Analyze or generate llms.txt file |
/geo brands <url> |
Scan brand mentions across AI-cited platforms |
/geo platforms <url> |
Platform-specific optimization (ChatGPT, Perplexity, Google AIO) |
/geo schema <url> |
Detect, validate, and generate structured data |
/geo technical <url> |
Traditional technical SEO audit |
/geo content <url> |
Content quality and E-E-A-T assessment |
/geo report <url> |
Generate client-ready GEO deliverable |
/geo report-pdf <url> |
Generate professional PDF report with charts and scores |
/geo quick <url> |
60-second GEO visibility snapshot |
/geo prospect <cmd> |
CRM-lite: manage prospects through the sales pipeline |
/geo proposal <domain> |
Auto-generate client proposal from audit data |
/geo compare <domain> |
Monthly delta report: show score improvements to client |
Orchestration Logic
Full Audit (/geo audit <url>)
Phase 1: Discovery (Sequential)
- Fetch homepage HTML (curl or WebFetch)
- Detect business type (SaaS, Local, E-commerce, Publisher, Agency, Other)
- Extract key pages from sitemap.xml or internal links (up to 50 pages)
Phase 2: Dimensional analysis (delegate to the specialised skills)
The canonical orchestrator is skills/geo-audit — it runs the five analysis dimensions in parallel under a fixed return contract and composite. This umbrella skill defers to it; don't re-implement the orchestration here. The dimensions and the skills that measure them:
What ships with it
11 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- LICENSE-geo-seo-claude 1.0 KB
- requirements.txt 235 B
- schema/article-author.json 1.9 KB
- schema/local-business.json 2.0 KB
- schema/organization.json 1.6 KB
- schema/product-ecommerce.json 2.6 KB
- schema/software-saas.json 1.8 KB
- schema/website-searchaction.json 575 B
- scripts/fetch_page.py 17 KB runs code
- scripts/generate_pdf_report.py 34 KB runs code
- scripts/llmstxt_generator.py 9.9 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 215 lines · 139 tokens per session scan A 0fbb30d0021f
geo is a skill published in the GitHub repository techhorizonlabs/thl-open (15 stars, last pushed 13d ago), licensed MIT. It adds 139 tokens to every session and 2,725 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
geo-visibility
Get cited and recommended by AI engines (ChatGPT, AI Overviews and AI Mode, Perplexity, Claude, Gemini). Input: a page or piece of content. Output: passage-level citability fixes (answer-first H2 blocks, self-contained chunks, definitions, sourced stats, comparison tables), a 5-pillar GEO score (0-100), an AI-crawler…
seo-content-collection-page
Optimize e-commerce collection, category, and product listing pages (PLPs) for Google and AI assistants. Input: a collection or category page (Shopify, WooCommerce, Magento, BigCommerce, PrestaShop, or custom). Output: a bottom-of-page SEO text block, faceted-navigation and filter URL control, pagination canonicals…
geo-tracking
Measure AI visibility without paid tools or API keys. Input: your site (GA4 and server logs) and a buyer prompt panel. Output: GA4 AI-traffic reporting (custom channel group plus referrer regex above Referral), monthly brand mention rate, citation rate, and share of voice versus competitors across ChatGPT, Perplexity…
seo-content-blog
Write blog articles that rank on Google and get cited by AI engines (ChatGPT, Perplexity, AI Overviews). Input: a keyword, topic, or existing draft. Output: a publish-ready article, outline, or brief built on a 12-element answer-first skeleton (question H2s, expert quotes, stats, FAQ, internal links, SERP-benchmarked…
seo-content-product-page
Optimize e-commerce product pages (PDPs) for Google and for AI assistants that now recommend products directly. Input: a product page or description (Shopify, WooCommerce, Magento, BigCommerce, PrestaShop, Wix, Webflow, or custom). Output: a rewritten PDP with unique copy, FAQ and definition blocks, review and…
seo-internal-linking
Design internal linking so authority flows to the pages that sell and every page stays crawlable. Input: a sitemap, an article, or a set of posts. Output: money-page mapping, orphan-page fixes, content silos and hub-and-spoke clusters, anchor-text variation, breadcrumb/menu/footer roles, and keyword cannibalization…