Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes.
Install Yao Geo Article Friendly
$ npx skills add yaojingang/yao-geo-skills --skill yao-geo-article-friendly -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-article-friendly --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-article-friendly .claude/skills/yao-geo-article-friendly && 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-article-friendly" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-article-friendly into .claude/skills/yao-geo-article-friendly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-article-friendly", 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-article-friendlyType 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-article-friendly -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-article-friendly --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-article-friendly .agents/skills/yao-geo-article-friendly && 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-article-friendly" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-article-friendly into .agents/skills/yao-geo-article-friendly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-article-friendly", 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-article-friendly -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-article-friendly --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-article-friendly .cursor/skills/yao-geo-article-friendly && 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-article-friendly" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-article-friendly into .cursor/skills/yao-geo-article-friendly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-article-friendly", 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-article-friendly--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-article-friendly -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yaojingang/yao-geo-skills yao-geo-article-friendly --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-article-friendly .gemini/skills/yao-geo-article-friendly && 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-article-friendly" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-article-friendly into .gemini/skills/yao-geo-article-friendly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-article-friendly", 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-article-friendlyInstalls 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-article-friendly -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-article-friendly .github/skills/yao-geo-article-friendly && 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-article-friendly" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-article-friendly into .github/skills/yao-geo-article-friendly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-article-friendly", 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-article-friendly -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-article-friendly --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-article-friendly .opencode/skills/yao-geo-article-friendly && 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-article-friendly" agent skill from https://github.com/yaojingang/yao-geo-skills/tree/main/skills/yao-geo-article-friendly into .opencode/skills/yao-geo-article-friendly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yao-geo-article-friendly", 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.
Facts
- Skill name
yao-geo-article-friendly- GitHub stars
- 871
- Token cost
- ~719 tokens
- SKILL.md length
- 304 words
- Files
- 12 (incl. references)
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- MIT
At a glance
Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes.
- Works in 7 steps: Resolve input and preserve the original… → Inventory core claims, evidence, data,… → Score the original against the weighted… → …
- Article rewriting and citation-readiness improvement
- SKILL.md covers Use, Required Reading, Workflow and Evidence Discipline, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Yao Geo Article Friendly is an agent skill from yaojingang/yao-geo-skills. Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes. Use for article rewriting and citation-readiness improvement; do not use for new articles, invented citations/data, compliance audits, ranking guarantees, or generic GEO strategy.
Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including reference files (for example `agents/interface.yaml`, `evals/expected_artifacts.json` and `evals/trigger_cases.json`).
It sits in Research & Science, covering Citation management. The repository describes itself as: An open-source Skill collection for GEO content and workflows, continuously updated. The licence is MIT.
When your agent uses it
- Article rewriting and citation-readiness improvement
- Do not use for new articles
- Invented citations/data
- Compliance audits
Example prompts
- “/yao-geo-article-friendly”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Resolve input and preserve the original title, claims, facts, examples, and tone. Default to standard depth.
- Inventory core claims, evidence, data, quotes, cases, structure, entities, terms, and reusable passages.
- Score the original against the weighted GEO dimensions plus risk control; be conservative when sources, data口径, or quotes are missing.
- Rewrite by priority: evidence, structure, fluency, semantic density, authority signals, terminology, robustness, cross-domain links, and…
- Mark unsupported enhancements as [建议补充...]; state facts only when original-supported or verified.
- Return the optimized article, score report, change notes, supplement list, and risk notes.
- Verify original meaning, no fabrication, high-weight improvements, and natural readability.
What it can do on your machine
Read from SKILL.md and the folder at commit d21bfc1. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Yao Geo Article Friendly loads about 719 tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 95 tokens; SKILL.md has 304 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.
Safety
Auto-check passed
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); files beside SKILL.md are not scanned.
SKILL.md
The full file from yaojingang/yao-geo-skills at commit d21bfc1, republished under its MIT licence (© yaojingang). 304 words, ~719 tokens.
Download SKILL.mdSave it as
.claude/skills/yao-geo-article-friendly/SKILL.md (or your agent's skills folder). This skill also uses 11 other files; get the full folder from GitHub.- name
- yao-geo-article-friendly
- description
- Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes. Use for article rewriting and citation-readiness improvement; do not use for new articles, invented citations/data, compliance audits, ranking guarantees, or generic GEO strategy.
- metadata.author
- Yao Team
- metadata.maturity
- scaffold
Yao GEO Article Friendly
Use
Use when the user provides pasted article text or a local path and wants a GEO/AI 搜索友好化改造 with evidence, structure, readability, and before/after scoring.
Accepted inputs: pasted text, .md, .txt, .html, .htm, .docx, and .pdf when local extraction is available. If the article cannot be read, return a blocker and ask for pasted text.
Do not use for topic-only drafting, legal/compliance judgments, ranking promises, competitor attacks, takedown work, or unsupported statistics, sources, quotes, cases, or claims.
Required Reading
references/geo-article-transformation-method.md: weighted method, evidence rules, and validation.references/geo-output-contract.md: final Markdown structure, scoring, and change-note templates.
Workflow
- Resolve input and preserve the original title, claims, facts, examples, and tone. Default to
standarddepth. - Inventory core claims, evidence, data, quotes, cases, structure, entities, terms, and reusable passages.
- Score the original against the weighted GEO dimensions plus risk control; be conservative when sources, data口径, or quotes are missing.
- Rewrite by priority: evidence, structure, fluency, semantic density, authority signals, terminology, robustness, cross-domain links, and readability.
- Mark unsupported enhancements as
[建议补充...]; state facts only when original-supported or verified. - Return the optimized article, score report, change notes, supplement list, and risk notes.
- Verify original meaning, no fabrication, high-weight improvements, and natural readability.
Evidence Discipline
Use 原文支持, 外部已核验, and 建议补充 labels when provenance matters.
If current laws, platform rules, market data, rankings, product facts, or recent research are needed, verify them with current primary or authoritative sources before insertion. When verification is not possible, keep the claim as 建议补充.
Output Contract
Default artifact: one structured Markdown response containing:
改造后的完整文章GEO优化度评分改造执行说明需要用户补充或确认的内容改造风险提示
If the user asks for a file, save the Markdown artifact and return the absolute path.
Reference Map
references/geo-article-transformation-method.md: method and scoring basis.references/geo-output-contract.md: output templates.reports/: prompt-quality, output-risk, artifact-design, and reference scan.
© yaojingang, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 11 other files (references) in skills/yao-geo-article-friendly of yaojingang/yao-geo-skills.
- SKILL.md
- agents/interface.yaml
- evals/expected_artifacts.json
- evals/trigger_cases.json
- manifest.json
- references/geo-article-transformation-method.md
- references/geo-output-contract.md
- reports/artifact-design-profile.md
- reports/output-risk-profile.md
- reports/prompt-quality-profile.md
- reports/reference-scan.md
- templates/brief-template.md
Open the folder on GitHubat commit d21bfc1
Compare with similar skills
Yao Geo Article Friendly 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 Article Friendly this skillyaojingang/yao-geo-skills | 871 | — | ~719 | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence |
Similar skills
Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Networkx
zLanqing/codex-claude-academic-skills
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Openalex Database
neflibata-feng/MyArxiv-Agent
Query and analyze scholarly literature using the OpenAlex database.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
More from yaojingang/yao-geo-skills
All 24 skills in this repoYao Geo Knowledge Base Builder
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.
Yao Geo Title Optimizer
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.
Yao Geo Tracking
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…
Yao Deepseek Crawler
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…
Yao Geo Execution Roadmap
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。
Yao Geo Intent Miner
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.
Related
Categories
Questions about Yao Geo Article Friendly
What does Yao Geo Article Friendly do?
Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes. Yao Geo Article Friendly is an agent skill from yaojingang/yao-geo-skills. Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes.
When should I use Yao Geo Article Friendly?
Yao Geo Article Friendly fits situations like: article rewriting and citation-readiness improvement; do not use for new articles; invented citations/data; compliance audits.
How do I install Yao Geo Article Friendly in Claude Code?
Run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-article-friendly -a claude-code`. Or copy the skill folder (skills/yao-geo-article-friendly in yaojingang/yao-geo-skills) into .claude/skills/yao-geo-article-friendly in your project. Claude Code loads it when a task matches its description.
How do I install Yao Geo Article Friendly in Codex?
Run `npx skills add yaojingang/yao-geo-skills --skill yao-geo-article-friendly -a codex`. Or copy the skill folder (skills/yao-geo-article-friendly in yaojingang/yao-geo-skills) into .agents/skills/yao-geo-article-friendly in your project. Codex loads it when a task matches its description.
Can I use Yao Geo Article Friendly in Cursor, Gemini CLI or GitHub Copilot?
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-article-friendly -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-article-friendly, .gemini/skills/yao-geo-article-friendly, .github/skills/yao-geo-article-friendly and .opencode/skills/yao-geo-article-friendly in your project.
What does Yao Geo Article Friendly need to run?
SKILL.md names no scripts, command-line tools or credentials: Yao Geo Article Friendly is instructions for the agent only.
Does Yao Geo Article Friendly access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Yao Geo Article Friendly safe to install?
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. Review the folder before installing.
What licence does Yao Geo Article Friendly use?
Yao Geo Article Friendly is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Yao Geo Article Friendly use?
About 719 tokens (SKILL.md is roughly 2.9k 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 1.8k tokens, read only when the agent opens those files.
What are the alternatives to Yao Geo Article Friendly?
Skills that share tags, products or a category with Yao Geo Article Friendly: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Yao Geo Article Friendly?
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.