菜单
Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering", or needs site-wide analysis.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/dotusmanali/antigravity-seo --skill seo-firecrawl命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Generate audio narration of blog posts using Google Gemini TTS. Supports summary narration, full article read-aloud, and two-speaker podcast/dialogue mode with 30 voice options. Outputs MP3 with HTML5 audio embed code. Works standalone via /blog audio or internally from blog-write. Falls back gracefully when API key is not configured. Use when user says "blog audio", "narrate blog", "audio version", "text to speech", "tts", "podcast mode", "read aloud", "audio narration", "voice", "narration", "generate audio".
Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site operators plus recency filters. Produces DISCOURSE.md (a structured brief) and JSON output the writer can consume. Complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. Use when user says "blog discourse", "discourse research", "what are people saying about", "research what people are saying", "voice of customer", "social listening", "30-day research", "trend research", "what's the discussion on", "real-time research", "practitioner discourse", "/blog discourse".
Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. Extracts all statistical claims (numbers, percentages, named sources), fetches each cited URL via WebFetch, and scores match confidence (exact match 1.0, paraphrase 0.7-0.9, not found 0.0). Flags uncited claims as UNVERIFIED. Use when user says "fact check", "verify statistics", "check sources", "validate claims", "factcheck", "source verification".
基于 SOC 职业分类
正在显示 SKILL.md
| name | seo-firecrawl |
| description | Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering", or needs site-wide analysis. |
| user-invokable | true |
| argument-hint | [command] <url> |
| license | MIT |
| compatibility | Requires Firecrawl MCP server |
| metadata | {"author":"dotusmanali","version":"2.0.0","category":"seo"} |
| id | seo-firecrawl |
| domain | geo-ai |
| invoked_by | ["seo-firecrawl","seo"] |
| depends_on | [] |
Step 0 -- Check shared data cache:
Before gathering, check .seo-cache/ for reusable context from related SEO skills.
Reference: ../seo/references/shared-data-cache.md for schemas and dependency map.
Check these cache files when present:
.seo-cache/site-meta.json for domain, business type, industry, and crawl context
.seo-cache/audit-scores.json for prior full-audit priorities
.seo-cache/pages/{url-slug}/page-analysis.json for page-level context when a URL is provided
If found: parse and use clearly valid fields (note "Using cached [X] from [date]")
If missing, corrupt, or irrelevant: continue with fresh evidence
If the user says "refresh" or "re-run": ignore cache reads and overwrite on write
This skill requires the Firecrawl MCP server configured in mcp_config.json.
Set FIRECRAWL_API_KEY environment variable.
Check availability: Before using any Firecrawl tool, verify the MCP server
is connected by checking if firecrawl_scrape or any Firecrawl tool
is available. If tools are not available, inform the user the extension is not
installed and provide install instructions.
| Command | Purpose |
|---|---|
/seo firecrawl crawl <url> | Full-site crawl with content extraction |
/seo firecrawl map <url> | Discover site structure (URLs only, fast) |
/seo firecrawl scrape <url> | Single-page scrape with JS rendering |
/seo firecrawl search <query> <url> | Search within a crawled site |
Crawl an entire website starting from the given URL. Returns page content, metadata, and links for all discovered pages.
MCP Tool: firecrawl_crawl
Parameters:
url (required): Starting URL to crawllimitmaxDepth: Max link depth from start URL (default: 3)includePaths: Array of glob patterns to include (e.g., ["/blog/*"])excludePaths: Array of glob patterns to exclude (e.g., ["/admin/*", "/api/*"])scrapeOptions.formats: Output formats -- ["markdown", "html", "links"]SEO Usage Patterns:
includePaths to audit only /blog/* or /products/*["links"] format, check all hrefs for 404sExample orchestration for /seo audit:
1. firecrawl_map(url) -> get all URLs (fast, no content)
2. Filter to top 50 most important pages (homepage, key sections)
3. firecrawl_crawl(url, limit=50) -> get full content
4. Feed content to seo-technical, seo-content, seo-schema agents
Cost awareness:
Discover all URLs on a website without fetching content. Fast and credit-efficient.
MCP Tool: firecrawl_map
Parameters:
url (required): Website URL to maplimit: Max URLs to discover (default: 5000)search: Optional search term to filter URLsSEO Usage Patterns:
Output: Array of URLs. Present as:
Site: example.com
Pages discovered: 342
URL Pattern Breakdown:
/blog/* - 128 pages (37%)
/products/* - 89 pages (26%)
/category/* - 45 pages (13%)
/pages/* - 32 pages (9%)
/ (root pages) - 48 pages (14%)
Scrape a single page with full JavaScript rendering. More thorough than
fetch_page.py because it executes JS and waits for dynamic content.
MCP Tool: firecrawl_scrape
Parameters:
url (required): Page URL to scrapeformats: Output formats -- ["markdown", "html", "links", "screenshot"]onlyMainContent: Strip nav/footer/sidebar (default: true)waitFor: CSS selector or milliseconds to wait for contenttimeout: Request timeout in ms (default: 30000)actions: Browser actions before scraping (click, scroll, wait)SEO Usage Patterns:
onlyMainContent for clean E-E-A-T analysisscreenshot format for visual analysisWhen to use scrape vs fetch_page.py:
| Scenario | Use |
|---|---|
| Static HTML page | fetch_page.py (no API cost) |
| JS-rendered SPA | firecrawl_scrape (renders JS) |
| Need response headers | fetch_page.py (returns headers) |
| Need clean markdown | firecrawl_scrape (better extraction) |
| Rate-limited/blocked | firecrawl_scrape (handles anti-bot) |
Search within a website for specific content. Useful for finding pages related to a topic without crawling everything.
MCP Tool: firecrawl_search
Parameters:
query (required): Search queryurl (required): Website to search withinlimit: Max results (default: 10)scrapeOptions.formats: Output format for matched pagesSEO Usage Patterns:
When Firecrawl is available during /seo audit:
firecrawl_map to discover all site URLs| Error | Cause | Resolution |
|---|---|---|
FIRECRAWL_API_KEY not set | MCP not configured | Check mcp_config.json and set FIRECRAWL_API_KEY env var |
402 Payment Required | Credits exhausted | Check usage at firecrawl.dev/app, upgrade plan |
429 Too Many Requests | Rate limited | Wait 60s, reduce crawl concurrency |
408 Timeout | Page too slow to render | Increase timeout, try without JS rendering |
403 Forbidden | Site blocks crawling | Check robots.txt, may need to skip this site |
Graceful fallback: If Firecrawl is unavailable, inform the user and suggest:
fetch_page.py for single-page analysis (no API cost)WebFetch tool for basic HTML retrievalmcp_config.json and set FIRECRAWL_API_KEY env varAfter completing all work, write a concise JSON summary to .seo-cache/ when the workflow produced durable findings.
Use the schemas and naming rules in ../seo/references/shared-data-cache.md; include at least cache_type, analyzed_at, source URL/domain, key findings, issues, recommendations, and tool limitations. Add .seo-cache/ to .gitignore if it is missing.