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Yao Geo Brand Graph

Community
yaojingang
yao-geo-brand-graph

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。

Overview

Publisheryaojingang
Repositoryyao-geo-skills
Skill nameyao-geo-brand-graph
Stars
871
Forks
168
Bundled files
24
LicenseMIT
Links
Skill sourceRepositoryHomepage
  • 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.

  • 24 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 Brand Graph 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-brand-graph
  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-brand-graph .claude/skills/yao-geo-brand-graph
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Yao Geo Brand Graph 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 Brand Graph 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 Brand Graph 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 Brand Graph

执行流程

  1. 按 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。
  2. 按 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。
  3. 按 mention -> candidate -> canonical entity 做实体消歧。
  4. 按 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。
  5. 按 references/evidence-policy.md 抽取有方向的关系边，每条关系必须有证据 ID。
  6. 先做完整性自检：权威参考、来源覆盖、真实数据来源核验、实体覆盖、关系证据、Schema 一致性、内容资产对齐、国内 AI 平台监测闭环和隐私授权缺口。
  7. 输出实体清单、关系清单、可信等级、消歧表、Mermaid、JSON-LD、RDF 三元组、国内 AI 平台测试场景和补强建议。

排版质量门

  • Word 必须使用横向页面、真实 w:tbl 表格、固定 dxa 表宽，禁止自动表宽撑出页面。
  • Word 表格网格总宽必须小于正文宽度，并保留右侧安全边距。
  • URL、英文实体 ID、英文产品名和长英文短语必须在单元格内主动断行。
  • HTML/PDF 按 kami paper long-doc 风格排版：暖米纸底、ivory 内容面、油墨蓝点缀、暖灰边框、serif 标题、紧凑长文档节奏。
  • HTML 可视化报告必须有固定跟随的目录菜单；PDF 打印版可隐藏菜单以保持正文排版。
  • 报告必须包含系统化分析模块，不能只输出基础实体表和图谱图。

工具入口

  • 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。

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 Brand Graph AI skill do?

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。

Why use Yao Geo Brand Graph on TypingMind?

Because you install it once and use it with any model. Yao Geo Brand Graph 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 Brand Graph in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-brand-graph. 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 Brand Graph?

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 Brand Graph?

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

Is the Yao Geo Brand Graph 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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