// 当用户需要把 GEO 全景诊断、机会地图、AI 平台采样结论或品牌事实底座转成 30/60/90 天综合实施方案时使用，输出页面技术、内容矩阵、标题体系、知识库、外部证据、监测闭环、角色分工、验收指标和四格式报告；覆盖 DeepSeek、豆包、千问、Kimi、元宝；不用于从零做全景采样诊断或只写单篇内容。
Use when operating an existing GEOFlow system from local commands or Laravel API v1 to inspect catalog/materials, manage tasks/jobs/articles, publish content, or run API/Docker preflight. Use for scriptable GEOFlow operations instead of the web admin. Do not use for backend implementation, schema changes, direct database edits, or admin-only distribution setup.
当用户需要把已有 SEO 文章、公众号文章、官网文章、白皮书或产品页文案改造成 GEO 友好、AI 可引用、可核验、可扫描的内容时使用；输出原文 GEO 评分、改造版文章、改造前后差异、原子事实卡、FAQ、语义补强、真实数据获取与核验计划、证据缺口和 CMS 发布版 HTML 建议，并交付 Word、PDF、HTML、Markdown 四格式报告。
Use when a user asks for GEO 意图拓词、AI 搜索意图挖掘、AI 搜索问题集、问题簇、追问链路、查询重写、内容选题库、FAQ 题库、监测 Prompt 库, or AI Intent Miner.
Build evidence-backed GEO brand knowledge bases from official sites, product pages, help centers, white papers, sales materials, media releases, certifications, and trusted third-party sources. Use when asked to generate reusable brand fact cards, FAQ, prohibited expressions, source indexes, prompt input packs, or Word/PDF/HTML/Markdown four-format Chinese GEO knowledge-base deliverables for Kimi, Qianwen, DeepSeek, Doubao, Yuanbao, content production, monitoring, page design, or customer-service preparation.
Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature recognition, and market-aware GEO monitoring methods, then deliver a direct-vs-indirect attribution design, data model, roadmap, and optional openable HTML and Word reports. Use when asked to 设计 GEO 后端效果归因框架、GEO 效果跟踪体系、AI 搜索效果监测方案、GEO 转化追踪方案、GEO attribution plan、GEO tracking plan、GEO 后端分析 HTML 或 Word 交付件. Do not use for generic GEO education, content planning, pure brand research, or CRM/BI implementation work without GEO attribution design.
Discover, preview, clone, and edit GEOFlow Laravel Blade themes by selecting an existing template or mapping a reference site, then applying safe frontend changes without changing business logic or data contracts. Use for theme discovery, target-theme editing, cloning, optimization, and theme iteration. Not for raw HTML copying, backend refactors, or direct live activation.
| name | yao-geo-execution-roadmap |
| description | 当用户需要把 GEO 全景诊断、机会地图、AI 平台采样结论或品牌事实底座转成 30/60/90 天综合实施方案时使用，输出页面技术、内容矩阵、标题体系、知识库、外部证据、监测闭环、角色分工、验收指标和四格式报告；覆盖 DeepSeek、豆包、千问、Kimi、元宝；不用于从零做全景采样诊断或只写单篇内容。 |
yao-geo-tracking。references/skill-method.mdreferences/real-data-capability.mdreferences/analysis-completeness-framework.mdreferences/research-backed-framework.mdreferences/cn-platform-adaptation.mdreferences/artifact-layout.mdreferences/quality-gates.mdGEO 综合实施方案真实数据能力与采集计划分析完整性矩阵证据成熟度与事实底座90 天执行路线图角色分工与验收指标表资源预算与优先级治理节奏与决策机制内容矩阵、页面改造、知识库建设和监测计划国内 AI 平台差异化执行动作风险预案与合规节点.docx）、PDF（.pdf）、带固定跟随菜单栏的 HTML（.html）、Markdown（.md）使用内置脚本生成四格式报告：
python3 scripts/render_yao_geo_execution_roadmap.py \
--input examples/hubspot-cn-demo/report_input.json \
--output-dir examples/hubspot-cn-demo
生成后阅读 quality-report.json，所有关键检查必须为 pass: true。