GEOHub
Open-source GEO-first agent skill hub with SEO-ready workflows and visual diagnosis reports
GEO SEO Hub (GEOHub) is an open, protocol-first agent skill hub with active GEO (Generative Engine Optimization) workflows and an SEO-ready shared foundation. It ships 8 executable skills: geo (bilingual routing), geo-discover (query/opportunity mapping), geo-diagnose (explicit-source diagnosis), geo-site-diagnose (bounded multi-page website diagnosis with visual HTML reports), geo-content (evidence-lined content creation), geo-measure (reproducible visibility metrics), geo-strategy (bounded intervention planning), and geo-knowledge (source-lined entity graphs). Features hybrid lexical + semantic routing, TaskPlan compilation, Artifact Bus protocol 1.0.0, and reproducible run lineage. Supports Chinese and English, Python 3.11-3.14, CLI-first with JSON output.
Key Features
- 8 executable GEO skills: routing, discovery, diagnosis, site diagnosis, content, measurement, strategy, knowledge governance
- Bounded multi-page website diagnosis — discovers up to 10 representative page types and generates standalone visual HTML reports with 23 chart views
- Hybrid routing: lexical routing always available + optional local FastEmbed semantic matching without network access
- TaskPlan compilation and gated workflow execution with human approval gates
- Artifact Bus protocol 1.0.0 for structured, reproducible artifact generation
- Evidence-lined content creation: titles, explainers, comparisons, rankings, page blueprints as JSON, Markdown, and standalone HTML
- Source-lined entity graphs with conflicting fact preservation and local/global queries
- Reproducible measurement: visibility, mention, source-inclusion, citation-share, and panel-coverage metrics from offline observation bundles
- Bilingual support: Chinese and English request routing
- CLI-first with JSON output, Python 3.11-3.14, no external service or secret required for gates
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