Geo
liangdabiao/GEO-Content-Optimizer-Skill
完整的 GEO(生成式引擎优化)服务流水线:给一个产品官网 URL 和介绍材料, 做站点诊断与 AI 答案采样、生成带验收标准的执行工单、产出可直接部署的资产 (llms.txt / JSON-LD / 定义块 / FAQ / 内容大纲与初稿)、自动验收工单是否闭环、 并打包成可直接发给客户的交付物。可按周期复跑,做长期 GEO 运营与月报。
当用户需要基于品牌 Brief、选题配置、关键词、竞品库和可信来源生成 GEO 榜单评测文章、best/top/alternatives/vs/persona/use-case 意图内容、评选方法、核心对比表、榜单正文、适合人群、FAQ、来源表和 Word/PDF/HTML/Markdown 四格式文章包时使用;适配…
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-ranking-article-builder --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/yao-geo-ranking-article-builder .claude/skills/yao-geo-ranking-article-builder && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "yao-geo-ranking-article-builder" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builder into .claude/skills/yao-geo-ranking-article-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-ranking-article-builder", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builderType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-ranking-article-builder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/yao-geo-ranking-article-builder .agents/skills/yao-geo-ranking-article-builder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "yao-geo-ranking-article-builder" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builder into .agents/skills/yao-geo-ranking-article-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-ranking-article-builder", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-ranking-article-builder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/yao-geo-ranking-article-builder .cursor/skills/yao-geo-ranking-article-builder && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "yao-geo-ranking-article-builder" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builder into .cursor/skills/yao-geo-ranking-article-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-ranking-article-builder", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/yaojingang/yao-geo-skills.git --path skills/yao-geo-ranking-article-builder--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-ranking-article-builder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/yao-geo-ranking-article-builder .gemini/skills/yao-geo-ranking-article-builder && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "yao-geo-ranking-article-builder" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builder into .gemini/skills/yao-geo-ranking-article-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-ranking-article-builder", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install yaojingang/yao-geo-skills yao-geo-ranking-article-builderInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/yao-geo-ranking-article-builder .github/skills/yao-geo-ranking-article-builder && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "yao-geo-ranking-article-builder" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builder into .github/skills/yao-geo-ranking-article-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-ranking-article-builder", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-ranking-article-builder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yaojingang/yao-geo-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/yao-geo-ranking-article-builder .opencode/skills/yao-geo-ranking-article-builder && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "yao-geo-ranking-article-builder" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-ranking-article-builder into .opencode/skills/yao-geo-ranking-article-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-ranking-article-builder", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
yao-geo-ranking-article-builder当用户需要基于品牌 Brief、选题配置、关键词、竞品库和可信来源生成 GEO 榜单评测文章、best/top/alternatives/vs/persona/use-case 意图内容、评选方法、核心对比表、榜单正文、适合人群、FAQ、来源表和 Word/PDF/HTML/Markdown 四格式文章包时使用;适配…
Yao Geo Ranking Article Builder is an agent skill from yaojingang/yao-geo-skills. 当用户需要基于品牌 Brief、选题配置、关键词、竞品库和可信来源生成 GEO 榜单评测文章、best/top/alternatives/vs/persona/use-case 意图内容、评选方法、核心对比表、榜单正文、适合人群、FAQ、来源表和 Word/PDF/HTML/Markdown 四格式文章包时使用;适配 DeepSeek、豆包、千问、Kimi、元宝;不用于全景诊断、后台归因、单页审计、纯标题生成或无证据软文排行。
Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. The skill folder holds 40 other files, including scripts and reference files (for example `agents/interface.yaml`, `evals/expected_artifacts.json` and `evals/quality_cases.json`).
It sits in Documents & Office, covering Help center and FAQ content, AI search optimization and PDF. It works with DeepSeek and Kimi. The repository describes itself as: An open-source Skill collection for GEO content and workflows, continuously updated. The licence is MIT.
12 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit d21bfc1. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
x.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Yao Geo Ranking Article Builder loads about 681 tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 62 tokens; SKILL.md has 122 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from yaojingang/yao-geo-skills at commit d21bfc1, republished under its MIT licence (© yaojingang). 122 words, ~681 tokens.
.claude/skills/yao-geo-ranking-article-builder/SKILL.md (or your agent's skills folder). This skill also uses 35 other files; get the full folder from GitHub.<!--
Copyright © 2026 姚金刚. All rights reserved.
Project: yao-geo-ranking-article-builder
Created by: 姚金刚
Date: 2026-05-16
X: https://x.com/yaojingang
-->
用于把品牌 Brief、选题配置、关键词、竞品库、行业资料和可信来源转成可追溯的 GEO 榜单评测文章,并输出 Markdown、HTML、PDF、Word 四格式文章包。适合 CRM、SaaS、消费品、教育、医疗健康、B2B 服务等需要“best/top/alternatives/vs/persona/use-case”内容的生产场景。
支持真实公开数据采集与可用性审计:可使用官网、产品页、定价页、帮助中心、公开 PDF、行业报告、第三方评价页和用户提供资料;不能绕过登录、付费墙、反爬限制或私有系统权限。
不要用于全景 GEO 诊断、单页技术审计、纯标题生成、无来源软文、没有明确品牌和类目的排行。无法确认品牌、官网、类目、区域或关键证据时,先停止正文输出并列出阻塞点。
scripts/audit_sources.py 检查 Markdown 中的 URL 是否可访问,生成来源可用性 JSON 供自检使用。best、top、alternatives、vs、人群、场景、痛点、价格、集成、迁移和风险类意图。scripts/render_ranking_article_pack.py 生成 Markdown、HTML、PDF、Word,并检查文件存在、白底排版、HTML 固定菜单、PDF A4、Word 表格不向右溢出。采用 GEO-RANK-SC 方法:Generative Engine Optimization、Retrieval-Augmented evidence、Ordered comparison、Ranking gradient、Knowledge-source traceability、Systematic completeness、Cross-platform readability。
关键依据放在 references/research-foundation.md,执行时要把这些依据转成可执行约束:可回答、可引用、可追溯、可比较、可解释、可复核,而不是堆砌概念。
.report-nav { position: sticky; top: 0; };视觉系统参考 kami 的油墨蓝、暖灰、serif 标题和紧凑编辑节奏。© yaojingang, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 35 other files (scripts, references) in skills/yao-geo-ranking-article-builder of yaojingang/yao-geo-skills.
Open the folder on GitHubat commit d21bfc1
Yao Geo Ranking Article Builder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Yao Geo Ranking Article Builder this skillyaojingang/yao-geo-skills | 871 | — | ~681 | Automated safety check: Pass | MIT | |
| Geoliangdabiao/GEO-Content-Optimizer-Skill | 205 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Documentszhongkaifu/TensorSharp | 568 | — | ~4.2k | Automated safety check: Pass | BSD-3-Clause | |
| Kimi PDFthvroyal/kimi-skills | 238 | — | ~1.9k | Automated safety check: Pass | None | |
| Markdown Paged GuideBigStrongSun/ccswitchmulti | 121 | — | ~589 | Automated safety check: Pass | MIT | |
| Paper ReviewRapidAI/MaClaw | 148 | — | ~1k | Automated safety check: Pass | MIT |
liangdabiao/GEO-Content-Optimizer-Skill
完整的 GEO(生成式引擎优化)服务流水线:给一个产品官网 URL 和介绍材料, 做站点诊断与 AI 答案采样、生成带验收标准的执行工单、产出可直接部署的资产 (llms.txt / JSON-LD / 定义块 / FAQ / 内容大纲与初稿)、自动验收工单是否闭环、 并打包成可直接发给客户的交付物。可按周期复跑,做长期 GEO 运营与月报。
zhongkaifu/TensorSharp
Read and write real documents on the device - PDF, XLSX, DOCX, PPTX and CSV.
thvroyal/kimi-skills
Professional PDF solution. An agent skill from thvroyal/kimi-skills.
BigStrongSun/ccswitchmulti
Render Markdown manuals into polished per-page PNG images and PDF deliverables.
RapidAI/MaClaw
论文深度解读 Skill — 下载论文PDF → LLM深度解读(问题/创新点/方法原理/实验分析)→ PDF图片提取 → 生成组会PPT → 生成解读音频MP3。端到端学术论文解读工具。
LeoYeAI/openclaw-master-skills
Runs a brand's AI-search visibility work end to end: diagnosing how AI platforms represent it, repositioning it, producing AI-optimized content and monitoring ongoing mentions.
yaojingang/yao-geo-skills
Build evidence-backed GEO brand knowledge bases from official sites, product pages, help centers, white papers, sales materials, media releases, certifications, and trusted third-party sources.
yaojingang/yao-geo-skills
A skill your agent uses when Chinese content teams need GEO title candidates, scoring, compliance review, or title-to-article mapping for articles, pages, FAQs, comparisons, and topic hubs.
yaojingang/yao-geo-skills
Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature…
yaojingang/yao-geo-skills
A skill your agent uses 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…
yaojingang/yao-geo-skills
当用户需要把 GEO 全景诊断、机会地图、AI 平台采样结论或品牌事实底座转成 30/60/90 天综合实施方案时使用,输出页面技术、内容矩阵、标题体系、知识库、外部证据、监测闭环、角色分工、验收指标和四格式报告;覆盖 DeepSeek、豆包、千问、Kimi、元宝;不用于从零做全景采样诊断或只写单篇内容。
yaojingang/yao-geo-skills
A skill your agent uses when a user asks for GEO 意图拓词、AI 搜索意图挖掘、AI 搜索问题集、问题簇、追问链路、查询重写、内容选题库、FAQ 题库、监测 Prompt 库, or AI Intent Miner.
Categories
当用户需要基于品牌 Brief、选题配置、关键词、竞品库和可信来源生成 GEO 榜单评测文章、best/top/alternatives/vs/persona/use-case 意图内容、评选方法、核心对比表、榜单正文、适合人群、FAQ、来源表和 Word/PDF/HTML/Markdown 四格式文章包时使用;适配…. Yao Geo Ranking Article Builder is an agent skill from yaojingang/yao-geo-skills.
Yao Geo Ranking Article Builder fits situations like: tasks that involve Help center and FAQ content; tasks that involve AI search optimization; tasks that involve PDF.
Run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a claude-code`. Or copy the skill folder (skills/yao-geo-ranking-article-builder in yaojingang/yao-geo-skills) into .claude/skills/yao-geo-ranking-article-builder in your project. Claude Code loads it when a task matches its description.
Run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a codex`. Or copy the skill folder (skills/yao-geo-ranking-article-builder in yaojingang/yao-geo-skills) into .agents/skills/yao-geo-ranking-article-builder in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-ranking-article-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yao-geo-ranking-article-builder, .gemini/skills/yao-geo-ranking-article-builder, .github/skills/yao-geo-ranking-article-builder and .opencode/skills/yao-geo-ranking-article-builder in your project.
SKILL.md names no scripts, command-line tools or credentials: Yao Geo Ranking Article Builder is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: x.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Yao Geo Ranking Article Builder is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 681 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Yao Geo Ranking Article Builder: Geo (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars), Documents (zhongkaifu/TensorSharp, 568 stars), Kimi PDF (thvroyal/kimi-skills, 238 stars) and Markdown Paged Guide (BigStrongSun/ccswitchmulti, 121 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
yaojingang (a GitHub user) maintains it in yaojingang/yao-geo-skills, which has 871 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 1, 2026.
Source: yaojingang/yao-geo-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.