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.
npx skills add tranfu-labs/tranfu-skills --skill seo-auditgit clone --depth 1 https://github.com/tranfu-labs/tranfu-skillsWrote 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.
[](https://agentmods.dev/skills/tranfu-labs/tranfu-skills/seo-audit)<a href="https://agentmods.dev/skills/tranfu-labs/tranfu-skills/seo-audit"><img src="https://agentmods.dev/badge/skills/tranfu-labs/tranfu-skills/seo-audit/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.
<a href="https://agentmods.dev/skills/tranfu-labs/tranfu-skills/seo-audit"><img src="https://agentmods.dev/badge/skills/tranfu-labs/tranfu-skills/seo-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.01160 |
| Opus 5 | $0.00000 | $0.00580 |
| Sonnet 5 | $0.00000 | $0.00232 |
| Haiku 4.5 | $0.00000 | $0.00116 |
Grade A, and why
seo-audit 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 12d ago.
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.
How it starts
The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
seo-audit (external thin pointer)
这是一个 external 薄指针 —— 仓库里只存 frontmatter 和推荐者补充内容, 不存 skill body.
首次 tfs install seo-audit 时, install 流程会从 source_url 拉上游 (seo-audit/ 子目录, 含 SKILL.md + Python 脚本 + HTML 报告模板). 上游官方推荐 npx skills add JeffLi1993/seo-audit-skill 一键装.
- 上游仓库: https://github.com/JeffLi1993/seo-audit-skill
- 本 skill 子路径:
seo-audit/(basic tier, 同仓另有seo-audit-full/深度版) - License: 见上游 LICENSE
更新内容请直接看上游 README / SKILL.md, 别在本仓库改 body.
推荐场景
适用:
- 落地页 / 营销页上线前自查 (TDK / H1 / canonical / 内链 / 关键词)
- 公司站季度 SEO 体检, 出 HTML 报告给团队过
- 跟 Cursor / Claude Code 配合, 把报告 finding 喂回让 AI 逐项 fix
不适用: 全站爬虫 / 关键词排名追踪 / 反链分析 (走 Ahrefs / Semrush); 不审 SPA 客户端渲染内容 (需先 SSR).
同类 Skill 对比
由 tranfu-publish 起草, 推荐者签字.
公司库内
- web-design-guidelines — 审 UI 代码合规 (a11y / focus / forms); 本 skill 区别: 不审代码本身, 而是审"上线后能不能被搜到", 走搜索引擎可见性维度
- ui-ux-pro-max — 设计参考库 (风格 / 配色 / 字体); 本 skill 区别: 设计前 vs SEO 后, 三者形成"设计 → 代码 → 搜索"全链路闭环
外部世界
- Lighthouse SEO audit — Chrome 官方 SEO 审计 (5-10 项); 本 skill 区别: 检查项更深 (20+ 含 hreflang / Schema / E-E-A-T 信任页 / 关键词布局等 Lighthouse 不查的)
- Screaming Frog SEO Spider — 老牌全站爬虫 + GUI; 本 skill 区别: 单页深度审 + LLM 语义判断, 不是全站爬, 适合精审而非批量
本 skill 独特价值
- Script + LLM 混合架构 — Python 跑确定性检查, LLM 跑语义判断
- 输出独立 HTML 报告含 Priority Actions 排序, 可直接转交团队
- 跑 RFC 9309 / JSON-LD / hreflang 等深度解析, 检查覆盖面广
使用技巧
由 tranfu-publish 引导起草.
材料方案
- 装上游推荐
npx skills add JeffLi1993/seo-audit-skill, 一次铺好两个 tier (basic + full) - 准备目标 URL (HTTPS, 可公网访问, 非登录态)
- Python 3 + 网络 (脚本要 fetch 目标页 + robots.txt + sitemap)
推荐用法
- 第一次跑: 直接说 "audit this page: https://example.com"
- 报告产物:
reports/<hostname>-audit.html, 自己读完留要的, 丢不要的 - 二阶段: 把 Priority Actions 段贴回 Claude/Cursor, 让 AI 逐项 fix
已知限制
- 只审单页, 不是全站爬虫
- SPA 客户端渲染页可能漏内容 (脚本拉原始 HTML)
- 部分检查依赖外部 API (full tier 用 CrUX/GSC, basic tier 不依赖)
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.
- 12d ago First seen · 67 lines · 0 tokens per session scan A a7b45eaf885f
seo-audit is a skill published in the GitHub repository tranfu-labs/tranfu-skills (2 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,160 tokens. 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 2026-08-31.
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