Agent Skills
› firecrawl/cli
› firecrawl-agent
firecrawl-agent
GitHub用于从复杂多页网站自主提取结构化数据的AI代理。支持通过自然语言指令或JSON Schema定义输出格式，适用于获取定价、产品列表等数据，比简单抓取更适合多页面结构化提取场景。
触发场景
用户需要从复杂网站提取结构化数据
用户要求以JSON格式获取产品信息或定价
用户提供了JSON Schema用于数据提取
安装
npx skills add firecrawl/cli --skill firecrawl-agent -g -y
SKILL.md
Frontmatter
{
"name": "firecrawl-agent",
"description": "AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on \"extract structured data\", \"get all the products\", \"pull pricing info\", \"extract as JSON\", or when the user provides a JSON schema for website data. More powerful than simple scraping for multi-page structured extraction.\n",
"allowed-tools": [
"Bash(firecrawl *)",
"Bash(npx firecrawl *)"
]
}
firecrawl agent
AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).
When to use
- You need structured data from complex multi-page sites
- Manual scraping would require navigating many pages
- You want the AI to figure out where the data lives
Quick start
# Extract structured data
firecrawl agent "extract all pricing tiers" --wait -o .firecrawl/pricing.json
# With a JSON schema for structured output
firecrawl agent "extract products" --schema '{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}' --wait -o .firecrawl/products.json
# Focus on specific pages
firecrawl agent "get feature list" --urls "<url>" --wait -o .firecrawl/features.json
Options
| Option | Description |
|---|---|
--urls <urls> |
Starting URLs for the agent |
--model <model> |
Model to use: spark-1-mini or spark-1-pro |
--schema <json> |
JSON schema for structured output |
--schema-file <path> |
Path to JSON schema file |
--max-credits <n> |
Credit limit for this agent run |
--wait |
Wait for agent to complete |
--pretty |
Pretty print JSON output |
-o, --output <path> |
Output file path |
Tips
- Always use
--waitto get results inline. Without it, returns a job ID. - Use
--schemafor predictable, structured output — otherwise the agent returns freeform data. - Agent runs consume more credits than simple scrapes. Use
--max-creditsto cap spending. - For simple single-page extraction, prefer
scrape— it's faster and cheaper.
See also
- firecrawl-scrape — simpler single-page extraction
- firecrawl-interact — scrape + interact for manual page interaction (more control)
- firecrawl-crawl — bulk extraction without AI
版本历史
- 6c50c5d 当前 2026-07-24 11:49
