heige-geo-seo SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
heige-geo-seo from yuanzhongqiao/deepgeo-seo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yuanzhongqiao/deepgeo-seo/heige-geo-seo@v1.11.2Pins v1.11.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yuanzhongqiao/deepgeo-seo
- Path
adapters/openclaw/heige-geo-seo/SKILL.md- Versions recorded
- 1
- Latest version
- v1.11.2, committed Sep 7, 2026
- Size
- 13,639 bytes
- Repository stars
- 22
- License
- MIT
HeiGe-GEO-SEO 是一套面向中国市场优先的 GEO(生成式引擎优化)+ SEO 内容优化系统。当用户需要让内容/网页被 AI 大模型(豆包、通义千问、DeepSeek、文心、腾讯元宝、ChatGPT、Perplexity、Claude、Gemini)抓取并引用、 做 GEO 优化、做 AI 搜索优化、优化网页被 AI 引用、写能被 AI 引用的内容、配 robots.txt 给 AI 爬虫、生成 llms.txt、 生成 schema 结构化数据、规划内容发布渠道矩阵、给网页架构 SEO/GEO 建议时使用。 Trigger in English on: GEO, generative engine optimization, AEO, answer engine optimization, AI search optimization, "get cited by ChatGPT/Perplexity/AI", optimize content for AI engines, llms.txt, AI crawler robots.txt, schema for AI…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# HeiGe-GEO-SEO · 中国优先的 GEO + SEO 优化系统 > 集 GEO 学术方法论(KDD 2024 / ICLR 2026 两篇论文)+ 工程化评分框架 + 中国大模型抓取逻辑于一体。 > 别的 GEO 工具只盯 ChatGPT/Perplexity,这套**先打豆包、千问、DeepSeek、文心、元宝**,海外作对照。 ## 这套工具解决什么 让你的内容和网页被 AI 大模型抓取并引用。覆盖四件事:**给谁优化**(大模型分类)、**怎么被抓到**(抓取逻辑)、**发哪里曝光**(渠道矩阵)、**网页怎么建**(架构建议)。 ## 核心原则(先记这几条) 1. **国内 GEO 是求收录 + 占平台游戏,海外 GEO 是配 robots.txt 游戏。** 两套打法别混用,见 `knowledge/02-crawler-logic.md`。 2. **按排名分流:** 排名靠后的页面激进上引用类方法(可冲 +100%),排名第一的页面慎用(会 -30%),见 `methodology/geo-methods.md`。 3. **合规红线:引语/统计/引用只用真实素材,永不编造。** Keyword Stuffing 永久禁用(它是负效果)。改写后跑 GEU 护栏。 4. **人不可被绕过:** Brief 的专家洞察槽位和质量门的 BLOCK 裁决两个 checkpoint 不能自动跳过。GEO 惩罚没有真实洞察的水文。 ## 怎么用(按需选路径) ### 完整客户交付 → 走十阶段工作流 读 `workflow/stages.md`,从 01 Intake 到 10 Re-audit 全程。两个人工 checkpoint(04 专家洞察、07 质量门 BLOCK)不可绕过。 ### 只优化一篇已有内容 → 轻量路径 03 基线打分 → 05 改写 → 07 质量门复评。 1. 用 `scripts/geo_score.py` 给原内容/页面打基线分(6 维 22 项) 2. 按 `methodology/geo-methods.md` 选改写方法(看内容域 + 搜索排名档位) 3. 改写,默认组合"流畅度 + 加统计",需要时叠"标注来源" 4. 重打分对比,跑 GEU 护栏(KPC 矛盾度不超阈值) 5. 出 before/after 评分报告 ### 只要发布建议 → 读发布库 读 `knowledge/03-publishing-channels.md`,按目标 AI 引擎给一稿四态渠道矩阵。国内押生态多平铺,海外押 Reddit,知乎优先。 ### 只要网页/技术建议 → 读架构库 + 跑生成脚本 读 `knowledge/04-webpage-architecture.md`,然后: …
Read the whole file at its exact version.
How to install
mdr add yuanzhongqiao/deepgeo-seo/heige-geo-seo@sha256:7e554432f08b3c8aThe line at the top of this page pins the label v1.11.2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_d2el6jfchdzhi22a)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 7, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13639 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yuanzhongqiao/deepgeo-seo · 22 stars · license MIT · pushed 2026-09-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_d2el6jfchdzhi22a GET https://markdownregistry.com/api/v1/resolve?ref=yuanzhongqiao/deepgeo-seo/heige-geo-seo GET https://markdownregistry.com/api/v1/blob/7e554432f08b3c8a92895069758d6ae0d6245d5882f6f98a150a8978efb60e85
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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