firecrawl-knowledge-ingest
利用 Firecrawl 浏览器抓取公共或需认证的知识库和文档门户,支持处理 JS 渲染、登录验证、分页内容,并能提取结构化 JSON/Markdown 数据,用于构建和管理知识库。
npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-knowledge-ingestBefore / After 效果对比
1 组人工从包含大量JS、需要登录或多页的文档网站收集知识,耗时费力且容易遗漏关键信息,难以保持数据更新。
自动高效地从复杂文档门户抓取结构化知识,确保数据完整性和时效性,大幅减少人工干预和错误。
Firecrawl Knowledge Ingest
Use this when a docs portal needs browser navigation, auth, pagination, or JS rendering.
Onboarding Interview
Infer the portal URL, output format, auth needs, and page limit from context. If the portal is clear, proceed immediately.
Ask at most 1-3 concise questions only if blocked, such as the portal URL, whether authentication is required, or the desired output format.
Firecrawl Collection Plan
Use Firecrawl browser to:
- open the portal and inspect navigation
- identify sections, categories, sidebar links, and article URLs
- follow sidebar navigation, next links, pagination, load-more controls, or search
- scrape article content as markdown
- extract metadata such as title, section, last updated date, author, and tags
Try Firecrawl map as a supplement for public URLs, but use browser navigation for auth-gated or JS-heavy content.
Final Deliverable
# Knowledge Ingest: [Portal]
## Summary
[Pages extracted, sections covered, limitations]
## Output
[JSON/markdown/merged file path or content]
## Sections
[Section names and article counts]
## Failed Or Restricted Pages
[Any access/loading issues]
## Sources
[URLs extracted]
## Rerun Inputs
workflow: firecrawl-knowledge-ingest
url: [portal url]
format: [json/markdown/merged]
max_pages: [number]
JSON Shape
Use source, url, extractedAt, totalArticles, and sections[] with article title, url, section, content, and metadata.
Quality Bar
- Preserve code examples, tables, and formatting.
- Strip nav chrome, headers, and footers.
- Track extraction progress and page failures.
- Respect authentication boundaries.
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