firecrawl-knowledge-ingest 是做什么的？
使用 Firecrawl 浏览器抓取公开或需要认证的知识库和文档门户。适用于 JavaScript 密集型文档、登录保护的网站、分页帮助中心、支持知识库，或从文档站点提取结构化 JSON/Markdown。
使用 Firecrawl 浏览器抓取公开或需要认证的知识库和文档门户。适用于 JavaScript 密集型文档、登录保护的网站、分页帮助中心、支持知识库，或从文档站点提取结构化 JSON/Markdown。
firecrawl/firecrawl-knowledge-ingest 是一个基于 Firecrawl 浏览器的 AI 智能体技能，旨在高效抓取和提取知识库、文档门户、帮助中心和支持站点中的内容。它特别擅长处理 JavaScript 密集型页面、需要登录认证的门户、分页列表等复杂场景，并能将这些内容转换为结构化的 JSON 或 Markdown 格式，供下游 AI 工作流或知识管理工具使用。该技能支持包括 Claude Code、Cursor 和 Codex 在内的主流 AI 智能体平台，通过 Firecrawl 的浏览器自动化能力实现可视化渲染和交互，确保动态内容也能被完整捕获。其工作原理是模拟真实用户浏览行为，自动处理分页、会话和认证令牌，从而实现对受保护或高度交互式文档站点的可靠数据提取，大大简化了知识库迁移、文档索引和 AI 上下文构建等任务。
npx skills add https://github.com/firecrawl/firecrawl-workflows/tree/main/skills/firecrawl-knowledge-ingestInstalled? Explore more 生产力与协作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
使用 Firecrawl 浏览器抓取公开或需要认证的知识库和文档门户。适用于 JavaScript 密集型文档、登录保护的网站、分页帮助中心、支持知识库，或从文档站点提取结构化 JSON/Markdown。
This repo contains 15 individual skills — each has its own dedicated page.
Extract structured company lists from directories with Firecrawl. Use for scraping YC, Crunchbase, Product Hunt, G2, startup directories, category directories, or custom company databases into JSON, CSV, CRM-ready lists, or research tables.
Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl. Use for recurring competitive intelligence, pricing tier extraction, feature change tracking, or structured competitor alerts.
Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. Use when the user needs dashboard reporting, cross-platform metric summaries, authenticated analytics extraction, date-range reports, or structured metrics from web dashboards.
Run multi-source deep research with Firecrawl. Use when the user asks to research a topic, compare perspectives, produce a sourced briefing, investigate a technical or market question, or synthesize web evidence across many sources.
Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough. Use for signup, onboarding, pricing, docs, dashboard, product demo prep, UX teardown, and first-run experience analysis.
Build a knowledge base from web content with Firecrawl. Use for local reference docs, RAG-ready chunks, fine-tuning datasets, documentation mirrors, topic corpora, or LLM-ready markdown organized from web sources.
Generate structured lead lists from prospect databases and web directories with Firecrawl browser. Use for finding prospects by role, company type, industry, stage, location, technologies, or other criteria and exporting CRM-ready JSON or CSV.
Produce pre-meeting lead intelligence briefs with Firecrawl. Use when the user needs company research, person research, recent news, talking points, pain points, or outreach preparation before a sales call, partnership meeting, investor conversation, or customer interview.
Extract market, financial, earnings, industry, and company metrics with Firecrawl. Use when the user asks for market research, industry trends, public company data, financial comparisons, earnings research, or structured market reports.
QA test a live website with Firecrawl browser and scrape evidence. Use when the user wants exploratory QA, form testing, navigation/link checks, responsive checks, performance observations, bug reports, or a pre-launch quality review.
Find and synthesize research papers, whitepapers, PDFs, technical reports, and academic sources with Firecrawl. Use when the user wants a literature review, paper summary, research landscape, or sourced synthesis from PDFs and scholarly/industry publications.
Audit a website's SEO with Firecrawl. Use when the user asks for an SEO audit, metadata and heading review, sitemap/site-structure analysis, keyword opportunities, competitor SERP comparison, or prioritized search optimization recommendations.
Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. Use when the user wants to compare products, find the best option, evaluate reviews, respect budget/preferences, or shop with a saved browser session.
Extract any website's design system into an agent-ready DESIGN.md using Firecrawl scrape evidence. Use when the user wants colors, fonts, spacing, components, layout patterns, or brand/UI guidance from a website so AI agents can create new websites, clone a look, or build pages inspired by that design.
Run outcome-focused Firecrawl workflows that produce deliverables such as research reports, SEO audits, QA reports, lead lists, knowledge bases, website design systems, and other structured web-data artifacts. Use when the user wants Firecrawl to complete a business, marketing, product, or creative workflow rather than merely scrape a page or integrate API calls into code.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.