What is yao-geo-page-blueprint?

A plan for building one GEO-friendly website page around a product, topic, comparison, article, FAQ, case study, or knowledge-base subject. It combines page structure, content requirements, HTML meaning, structured data, and editable CMS fields.

It helps define page sections, answer and evidence modules, schema recommendations, CMS fields, user paths, and follow-up content. It can support Chinese AI platforms and produce Markdown, HTML, Word, and PDF outputs.

Writers and developers can otherwise produce pages that answer users’ questions but are difficult for AI systems to extract, verify, or connect to a business action. The blueprint turns a target audience, question set, and conversion goal into an implementable page design.

yao-geo-page-blueprint — Skill for Claude Code and Codex by yaojingang

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add yaojingang/yao-geo-skills --skill yao-geo-page-blueprint

Clone the repo

git clone --depth 1 https://github.com/yaojingang/yao-geo-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/yaojingang/yao-geo-skills/yao-geo-page-blueprint/github.svg)](https://agentmods.dev/skills/yaojingang/yao-geo-skills/yao-geo-page-blueprint)

Your own site

<a href="https://agentmods.dev/skills/yaojingang/yao-geo-skills/yao-geo-page-blueprint"><img src="https://agentmods.dev/badge/skills/yaojingang/yao-geo-skills/yao-geo-page-blueprint/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/yaojingang/yao-geo-skills/yao-geo-page-blueprint"><img src="https://agentmods.dev/badge/skills/yaojingang/yao-geo-skills/yao-geo-page-blueprint.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,564 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00056	$0.01564
Opus 5.5	$0.00022	$0.00626
Sonnet 5.5	$0.00011	$0.00313
Haiku 4.5	$0.00006	$0.00156

Measured 2mo ago against content hash 471799f5b3f9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

yao-geo-page-blueprint scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/render_yao_geo_page_blueprint.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/yao-geo-page-blueprint/SKILL.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

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。
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。
对齐目标问题、用户路径、品牌事实、转化目标和合规边界。
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。
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。
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。
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。
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。
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。
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。
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。
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。
输出桌面端、移动端、公众号版、无障碍和实施验收建议。
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。
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）

Read the full file on GitHub · 96 lines

Files

What ships with it

31 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 96 lines · 56 tokens per session scan A 471799f5b3f9

Subscribe to this mod's changes

yao-geo-page-blueprint is a skill published in the GitHub repository yaojingang/yao-geo-skills (910 stars, last pushed 29d ago), licensed MIT. It adds 56 tokens to every session and 1,564 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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