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GEO Content Operator (Agent Skill)

Generate GEO-optimized B2B export articles that get cited by AI search (ChatGPT, Google AI Overviews, Gemini) — inverted-pyramid fact-dense lead, comparison tables, buyer FAQs, and Article/FAQPage JSON-LD.

Open-core: the method (this skill) is open. The hosted engine — dynamic per-client knowledge base, expert-interview elicitation, coverage tracking — is the paid layer.

Modes

Mode Needs What you get
Local (default) nothing The model follows the GEO method in SKILL.md (bring-your-own model)
Hosted (pro) PAIBAO_LICENSE_KEY scripts/generate.sh calls the engine; returns html + markdown + jsonld grounded in your dynamic knowledge base

Install

Claude Code (marketplace):

/plugin marketplace add iPythoning/geo-content-operator
/plugin install geo-content-operator@paibao

Any agent (manual): copy skills/geo-content-operator/ into your skills path. The agent activates it by description match.

Hosted usage

export PAIBAO_LICENSE_KEY=...   # https://paibao.ai/operator
scripts/generate.sh "how to choose axle configuration for a fuel tanker trailer" en "West Africa"

Returns JSON with drafts[].{html, markdown, jsonld} ready for any CMS.

Files

  • SKILL.md — the activatable skill (method + mode routing)
  • references/method.md — full GEO dimension + structure checklist
  • references/jsonld.md — Article/FAQPage/Organization schema templates
  • scripts/generate.sh — hosted-mode client (license key)

License

GPL-2.0-or-later.

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Agent Skill: generate GEO-optimized B2B export content that gets cited by AI search (ChatGPT, Google AI Overviews, Gemini)

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