yao-geo-skills

Use when a user provides ChatGPT web AI-search keywords, repeat count, target entity, entity type, OpenCLI profile, and crawl interval preference, then needs repeated crawls aggregated into JSON plus a Kami HTML GEO report. Not for generic crawling, ChatGPT API chat, SEO writing, or one-off answers.

Use when a user provides DeepSeek web AI-search keywords, repeat count, target entity, and entity type, then needs repeated fresh-window crawls aggregated into JSON plus a Kami HTML GEO report. Not for generic website crawling, DeepSeek API chat, SEO writing, or one-off answer generation.

Use when a user needs repeated Doubao AI-search collection from web or Android Appium into compatible JSON plus Markdown/Excel/HTML GEO reports. Requires keywords/questions and repeat count; target entity/type are required only for target-vs-competitor diagnosis. Not for generic scraping, Doubao API chat, hidden API extraction, SEO writing, high-frequency automation, or one-off answers.

Use when operating an existing GEOFlow 2.1+ system from CLI, API v1, or authenticated admin web for catalog/material/task/job/article operations, enterprise knowledge, growth-center leads, distribution, analytics, URL import, theme editor, frontend-capability sync, system updates, settings, tokens, users, or preflight. Do not use for implementation, schema changes, direct DB edits, frontend design, or invented API routes.

Discover, compare, preview, clone, and orchestrate current GEOFlow frontend experiences across the default site and GeoFlow Agent channel sites, including Laravel Blade themes, homepage module/style JSON, lead_form conversion modules, theme editor, target-package capabilities, and cross-channel sync planning. Use for frontend theme discovery, reference-site mapping, homepage builder design, channel capability audits, and preview-first design iteration. Do not use for CLI operations, backend implementation, lead-form CRUD, raw HTML copying, unsupported remote edits, or direct live activation.

Use only for explicit legacy GEOFlow template skill questions, old PHP template-package contracts, or historical outputs using root index.php/article.php/category.php/archive.php and includes/*.php. Route current Laravel Blade themes, reference-site cloning, homepage modules, lead_form, theme editor, channel frontend, and target-package mapping to yao-geoflow-design. Do not use for new frontend design, backend implementation, raw HTML copying, or live activation.

Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes. Use for article rewriting and citation-readiness improvement; do not use for new articles, invented citations/data, compliance audits, ranking guarantees, or generic GEO strategy.

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。

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 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.

当用户需要把企业资料、官网、产品、客户案例、人物、地点、证据源和场景词整理成品牌实体知识图谱时使用；用于知识库升级、页面结构设计、监测纠偏、品牌百科化和 AI 内容一致性治理。

当用户需要生成 GEO 品牌对比内容、品牌替代方案、选型页、竞品对比页、FAQ 对比问答或“某品牌和其他方案怎么选”的内容包时使用，面向 DeepSeek、豆包、千问、Kimi、腾讯元宝生成中文简体、证据绑定、同口径、公平表达的品牌对比报告，并默认交付 Word、PDF、HTML、Markdown 四格式。

Use when designing a GEO Signal Monitor, AI answer monitoring system, citation tracking plan, brand-fact correction loop, GEO monthly report, alert rules, dashboard fields, or cautious attribution framework for DeepSeek, Doubao, Qianwen, Kimi, Tencent Yuanbao, and similar answer engines.

当用户需要系统、详细、完整地生成一篇可发布的 GEO 科普文章，并附带 How-to 教程、概念解释、购买/选择指南、避坑清单、FAQ、术语表、证据分级、读者场景、决策路径、品牌自然植入建议、真实数据核验附录，以及带固定目录菜单的 HTML 包、Word、PDF 和 Markdown 四格式报告时使用；适配 Kimi、千问、豆包、DeepSeek、元宝等国内 AI 搜索/问答平台；不用于榜单排行、整站诊断、页面审计、标题生成或无证据品牌软文。

Diagnose a website page or small page set for GEO readiness with authoritative public evidence, systematic page analysis, code/content/schema fixes, and four-format Chinese report delivery.

Use when the user needs a GEO-friendly page blueprint for a specific product, topic, article, ranking, comparison, FAQ, knowledge-base, or case page, especially when the work must become implementable page structure rather than only copywriting.

当用户需要基于品牌官网抓取、公开事实交叉验证、内容资产诊断、站内站外 GEO 机会地图、项目启动诊断、季度复盘或投放前评估时使用；不用于问答平台采样监测、单页诊断、文章写作、标题生成、后端归因或执行路线图拆解。

当用户需要基于品牌 Brief、选题配置、关键词、竞品库和可信来源生成 GEO 榜单评测文章、best/top/alternatives/vs/persona/use-case 意图内容、评选方法、核心对比表、榜单正文、适合人群、FAQ、来源表和 Word/PDF/HTML/Markdown 四格式文章包时使用；适配 DeepSeek、豆包、千问、Kimi、元宝；不用于全景诊断、后台归因、单页审计、纯标题生成或无证据软文排行。

Use when Chinese content teams need GEO title candidates, scoring, compliance review, or title-to-article mapping for articles, pages, FAQs, comparisons, and topic hubs.