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Yao Geo Page Blueprint

Community
yaojingang
yao-geo-page-blueprint

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.

Overview

Publisheryaojingang
Repositoryyao-geo-skills
Skill nameyao-geo-page-blueprint
Stars
871
Forks
168
Bundled files
31
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 31 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by yaojingang on GitHub. Read the source before you install it.

Installation

Install the Yao Geo Page Blueprint AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-page-blueprint
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git /tmp/yao-geo-skills
mkdir -p .claude/skills
cp -r /tmp/yao-geo-skills/skills/yao-geo-page-blueprint .claude/skills/yao-geo-page-blueprint
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Yao Geo Page Blueprint in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Yao Geo Page Blueprint on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Yao Geo Page Blueprint is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Yao GEO Page Blueprint

使用场景

  • 把目标内容、目标问题、品牌知识库、用户路径和转化目标,落成 GEO 友好的页面方案。
  • 页面类型属于产品页、专题页、文章页、榜单页、对比页、科普页、知识库页、案例页或 FAQ 页。
  • 页面要同时服务国内 AI 平台抓取、答案抽取、真实用户阅读和转化。
  • 交付物需要包含 HTML 语义结构、Schema 建议、CMS 字段清单和四格式报告。

不适用场景

  • 全站品牌、竞品、信源和 AI 答案样本诊断;应改用 yao-geo-panorama-audit。
  • GEO 后端效果归因、埋点或追踪闭环;应改用 yao-geo-tracking。
  • 只写文章、标题、公众号推文或内容改写,而不需要页面落地方案。

必读资料

  • references/page-blueprint-method.md
  • references/research-foundation.md
  • references/cn-ai-platform-adaptation.md
  • references/schema-html-cms-contract.md
  • references/real-data-workflow.md
  • references/artifact-layout.md
  • references/quality-gates.md
  • references/output-file-workflow.md

执行流程

  1. 选择页面类型:产品页、专题页、榜单页、对比页、科普页、知识库页、案例页或 FAQ 页。
  2. 判断数据模式:provided-source-pack、assisted-web-research、ai-answer-sample 或 synthetic-planning;需要真实数据时按 references/real-data-workflow.md 建立来源包。
  3. 对齐目标问题、用户路径、品牌事实、转化目标和合规边界。
  4. 建立输入、假设与边界表,明确已知事实、设计假设、缺口、合规限制和待确认项。
  5. 建立真实数据接入与核验计划,区分官方来源、客户知识库、第三方资料、AI 答案样本和方案假设。
  6. 建立研究依据映射:把 GEO 可见性、Google 生成式 AI 搜索、query fan-out、长上下文位置偏置、RAG 证据可追溯、结构化特征、Schema 和 WCAG/WAI 规则转成页面设计原则。
  7. 扩展 query fan-out:覆盖定义、对比、风险、价格、替代方案、实施、案例、FAQ 和转化相关子问题,并映射到页面模块。
  8. 生成信息架构:首屏直接答案、结构化摘要、核心事实卡、判断框架、对比表、实体关系、证据区、FAQ、案例、来源和转化模块。
  9. 设计 AI 可抽取模块:键值对、表格、步骤、原子事实、实体关系、问答、上下文无关摘要和 Schema @id 连接关系。
  10. 设计用户转化模块:CTA、表单、咨询、下载、试用、案例入口和内链;CTA 不能干扰核心答案和证据区。
  11. 输出 HTML 语义结构与 Schema 候选,包括 Article、FAQPage、Product、Organization、BreadcrumbList、Review 等;HTML 可视化报告必须带固定跟随菜单栏。
  12. 输出 CMS 字段清单,说明字段 key、中文名、类型、必填性、来源、校验规则、前端位置和是否进入 Schema。
  13. 输出桌面端、移动端、公众号版、无障碍和实施验收建议。
  14. 如需文件交付,使用 scripts/render_yao_geo_page_blueprint.py 从 report_input.json 生成 Markdown、HTML、Word、PDF。
  15. 按 references/quality-gates.md 自 review;发现分析不完整、数据来源不清、格式缺失、溢出、字段英文化、Schema 越界、固定菜单缺失或 CTA 干扰时,先修复再交付。

输出契约

  • GEO 页面设计方案
  • 输入、假设与边界
  • 真实数据接入与核验计划
  • 查询意图与 Query Fan-out 覆盖
  • 页面模块与信息架构图
  • 研究依据与页面设计原则
  • 实体关系与知识图谱字段
  • 证据区与来源台账
  • AI 可抽取模块设计
  • 用户转化模块设计
  • HTML 结构样例
  • Schema 建议
  • CMS 字段清单
  • 无障碍与页面体验要求
  • 实施验收与监测计划
  • 桌面端、移动端和公众号版建议
  • 默认四格式交付:Word(.docx)、PDF(.pdf)、HTML(.html)、Markdown(.md)

校验清单

  • 首屏不能只有营销口号,必须有直接答案、关键事实和摘要。
  • 报告不能只列模块,必须系统、详细、完整地说明输入边界、query fan-out、实体关系、证据、Schema、CMS、无障碍和实施验收。
  • 需要真实数据时必须先建立来源包和核验日期;没有真实来源时必须标注为方案假设,不能把模型记忆写成事实。
  • FAQ 不能只放页面底部;高价值问题要进入页面中前段或关键模块旁。
  • HTML 语义必须清楚,表格、问答、步骤和事实卡不能只靠视觉卡片表达。
  • HTML 可视化报告必须有固定跟随菜单栏,目录锚点不能遮挡模块标题,移动端菜单不能溢出。
  • Schema 不得包含正文没有的事实,不得伪造评分、评价、价格、资质或案例。
  • 证据区必须明确来源、页面内位置、核验日期和用途,不能只列参考链接。
  • FAQPage 不能被当成通用流量技巧或 Google 富结果承诺;FAQ 内容必须真实可见,且不用于广告目的。
  • 四格式报告必须白底、对齐稳定、表格可读、无溢出、无异常行距,并完成自 review。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Yao Geo Page Blueprint AI skill do?

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.

Why use Yao Geo Page Blueprint on TypingMind?

Because you install it once and use it with any model. Yao Geo Page Blueprint is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Yao Geo Page Blueprint in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-page-blueprint. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Yao Geo Page Blueprint?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Yao Geo Page Blueprint?

As many as you like. As long as a model supports skills, you can use Yao Geo Page Blueprint with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Yao Geo Page Blueprint AI skill free?

Yes. It is published on GitHub by yaojingang under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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