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firecrawl/firecrawl-knowledge-base

使用 Firecrawl 從網頁內容建立知識庫。適用於本地參考文件、RAG 就緒區塊、微調資料集、文件鏡像、主題語料庫或從網頁來源整理的 LLM 就緒 Markdown。

firecrawl-knowledge-base 是什麼?

這個工具利用 Firecrawl 從網頁內容建立知識庫,特別適合開發者、AI 代理(如 Claude Code、Cursor、Codex)以及任何需要從網頁收集結構化資料的使用者。它支援多種場景:本地參考文件、RAG(檢索增強生成)就緒的區塊、微調資料集、文件鏡像、主題語料庫,或直接轉換為 LLM(大型語言模型)就緒的 Markdown 格式。Firecrawl 能自動爬取網頁、提取純文字、轉換為結構化 Markdown,保留層級與重點。支援自訂 URL 清單或遵循 robots.txt 規則,並可透過設定輸出為 chunk(區塊)或完整頁面。此技能節省手動複製與整理網頁內容的時間,確保資料格式一致且易於後續處理。無論是建立技術文件或培訓 AI 資料集,Firecrawl 知識庫都是高效的工具。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/firecrawl/firecrawl-workflows/tree/main/skills/firecrawl-knowledge-base

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說明文件

firecrawl-knowledge-base 是做什麼的?

使用 Firecrawl 從網頁內容建立一個知識庫。可用於本地參考文件、RAG 就緒的區塊、微調資料集、文件鏡像、主題語料庫,或從網頁來源整理的 LLM 就緒 Markdown。

Individual skills in this repo

This repo contains 15 individual skills — each has its own dedicated page.

firecrawl/firecrawl-company-directories

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.

firecrawl/firecrawl-competitive-intel

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.

firecrawl/firecrawl-dashboard-reporting

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.

firecrawl/firecrawl-deep-research

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.

firecrawl/firecrawl-demo-walkthrough

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.

firecrawl/firecrawl-knowledge-ingest

Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser. Use for JS-heavy docs, login-gated portals, paginated help centers, support knowledge bases, or structured JSON/markdown extraction from documentation sites.

firecrawl/firecrawl-lead-gen

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.

firecrawl/firecrawl-lead-research

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.

firecrawl/firecrawl-market-research

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.

firecrawl/firecrawl-qa

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.

firecrawl/firecrawl-research-papers

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.

firecrawl/firecrawl-seo-audit

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.

firecrawl/firecrawl-shop

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.

firecrawl/firecrawl-website-design-clone

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.

firecrawl/firecrawl-workflows

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.

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