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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。
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Based on SOC occupation classification
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.
| name | yao-geo-brand-graph |
| description | 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。 |
references/skill-method.md 建立来源账本，区分官网、官方文档、投资者关系、客户案例、第三方资料和待确认素材。references/real-data-acquisition.md 对来源 URL 做自动连通核验；能访问的来源进入真实数据样本，受限来源进入人工复核。references/entity-schema.md 抽取品牌、产品、服务、功能、技术、行业、用户、场景、客户、案例、证据、地点、时间。references/evidence-policy.md 抽取有方向的关系边，每条关系必须有证据 ID。scripts/render_yao_geo_brand_graph.py：从结构化 report_input.json 生成 Word、PDF、HTML、Markdown 和 quality-report.json。scripts/collect_source_validation.py：读取来源账本，自动采样 URL 可达性、页面标题和核验时间，并可写回 source_validation。examples/hubspot-domestic-ai-test/report_input.json：HubSpot 国内 AI 平台测试样例输入。templates/brief-template.md：项目输入简报模板。evals/expected_artifacts.json：必要文件和示例交付检查清单。reports/output-risk-profile.md 与 reports/artifact-design-profile.md：输出风险和排版设计约束。