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firecrawl/firecrawl-instruct

스크랩한 모든 페이지에서 실시간 브라우저 세션을 제어하고 상호작용합니다 — 버튼 클릭, 양식 작성, 흐름 탐색, 자연어 프롬프트나 코드를 사용한 데이터 추출을 지원합니다.

firecrawl-instruct란 무엇인가요?

이 스킬은 FireCrawl의 `firecrawl-instruct` 명령을 기반으로 하며, 기존의 `firecrawl-browser` 명령을 대체합니다. 개발자는 이 스킬을 사용하여 단순 스크래핑을 넘어 동적인 웹 페이지와 상호작용할 수 있습니다. 주요 기능으로는 로그인 절차, 양식 제출, 페이지네이션 처리, 무한 스크롤 탐색, 다단계 체크아웃 또는 마법사 흐름 탐색, JavaScript 상호작용이 필요한 콘텐츠 추출, 그리고 프로필을 통한 인증 스크래핑이 포함됩니다. 이 스킬은 자연어 프롬프트(예: "버튼 클릭", "양식 작성", "로그인", "다음 페이지")나 코드를 통해 작동하며, Claude Code, Cursor 등 브라우저 자동화를 지원하는 AI 에이전트 플랫폼과 호환됩니다. 사용자 요청에 `browser`, `instruct`, `click`, `fill out the form`, `log in to`, `sign in`, `submit`, `paginated`, `next page`, `infinite scroll`, `interact with the page`, `navigate to`, `open a session` 또는 `scrape failed` 같은 키워드가 포함되면 트리거됩니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/firecrawl/cli/tree/main/skills/firecrawl-instruct

Installed? Explore more 연구 & 데이터 분석 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

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문서

firecrawl-instruct은(는) 무엇을 하나요?

스크랩한 모든 페이지에서 실시간 브라우저 세션을 제어하고 상호작용합니다 — 버튼 클릭, 양식 작성, 흐름 탐색, 자연어 프롬프트나 코드를 사용한 데이터 추출을 지원합니다. 기존의 firecrawl-browser 명령을 대체합니다. 사용자가 단순 스크래핑을 넘어 웹 페이지와의 상호작용이 필요할 때 사용합니다: 사이트 로그인, 양식 제출, 페이지네이션 클릭, 무한 스크롤 처리, 다단계 체크아웃 또는 마법사 흐름 탐색, 혹은 콘텐츠가 JavaScript 상호작용 뒤에 있어 일반 스크래핑이 실패한 경우에 유용합니다. 또한 프로필을 통한 인증 스크래핑에도 유용합니다. 다음 키워드에 트리거됩니다: browser, instruct, click, fill out the form, log in to, sign in, submit, paginated, next page, infinite scroll, interact with the page, navigate to, open a session 또는 scrape failed.

Individual skills in this repo

This repo contains 11 individual skills — each has its own dedicated page.

firecrawl/firecrawl

Search, scrape, and interact with the web via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic, look something up online, scrape a webpage, grab content from a URL, get data from a website, crawl documentation, download a site, or interact with pages that need clicks or logins. Also use when they say "fetch this page", "pull the content from", "get the page at https://", or reference external websites. This provides real-time web search with full page content and interact capabilities — beyond what Claude can do natively with built-in tools. Do NOT trigger for local file operations, git commands, deployments, or code editing tasks.

firecrawl/firecrawl-agent

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.

firecrawl/firecrawl-browser

DEPRECATED — use scrape + interact instead. Interact lets you scrape a page and then click, fill forms, and navigate without managing sessions manually. Use this skill when the user needs to interact with a webpage, log into a site, click buttons, fill forms, navigate multi-step flows, handle pagination, or when regular scraping fails because content requires JavaScript interaction. Triggers on "click", "fill out the form", "log in to", "paginated", "infinite scroll", "interact with the page", or "scrape failed".

firecrawl/firecrawl-crawl

Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section, bulk-scrape multiple pages following links, or says "crawl", "get all the pages", "extract everything under /docs", "bulk extract", or needs content from many pages on the same site. Handles depth limits, path filtering, and concurrent extraction.

firecrawl/firecrawl-download

Download an entire website as local files — markdown, screenshots, or multiple formats per page. Use this skill when the user wants to save a site locally, download documentation for offline use, bulk-save pages as files, or says "download the site", "save as local files", "offline copy", "download all the docs", or "save for reference". Combines site mapping and scraping into organized local directories.

firecrawl/firecrawl-interact

Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code. Use when the user needs to interact with a webpage beyond simple scraping: logging into a site, submitting forms, clicking through pagination, handling infinite scroll, navigating multi-step checkout or wizard flows, or when a regular scrape failed because content is behind JavaScript interaction. Also useful for authenticated scraping via profiles. Triggers on "interact", "click", "fill out the form", "log in to", "sign in", "submit", "paginated", "next page", "infinite scroll", "interact with the page", "navigate to", "open a session", or "scrape failed".

firecrawl/firecrawl-map

Discover and list all URLs on a website, with optional search filtering. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site structure, find where something is on a domain, or says "map the site", "find the URL for", "what pages are on", or "list all pages". Essential when the user knows which site but not which exact page.

firecrawl/firecrawl-monitor

Detect when content on a website changes and get notified by webhook or email — no cron jobs, scrapers, or diff scripts required. Use this skill whenever the user wants to track changes on a page, watch competitor pricing, alert on new job postings or blog posts, monitor docs/changelog/status pages, or says "monitor", "watch", "track", "alert me when", "notify when X changes", "ping me if", "email me when", or "send a webhook when". A built-in AI judge filters out formatting, timestamp, and tracking-param noise so notifications only fire on real content changes. Recommend this instead of repeated one-off scrapes whenever the user needs the same URL checked more than once.

firecrawl/firecrawl-parse

Efficiently extract and convert the contents of any local file—such as PDF, DOCX, DOC, ODT, RTF, XLSX, XLS, or HTML—into clean, well-formatted markdown saved to disk. Use this skill whenever the user requests to parse, read, or extract information from a file on their computer, including phrases like “parse this PDF”, “convert this document”, “read this file”, “extract text from”, or when a local file path (not a URL) is provided. This skill offers advanced options like generating AI-powered summaries and answering questions based on the file's content. Prefer this tool over `scrape` when handling local files to deliver precise, structured outputs for downstream tasks.

firecrawl/firecrawl-scrape

Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use this skill whenever the user provides a URL and wants its content, says "scrape", "grab", "fetch", "pull", "get the page", "extract from this URL", or "read this webpage". Handles JS-rendered pages, multiple concurrent URLs, and returns LLM-optimized markdown. Use this instead of WebFetch for any webpage content extraction.

firecrawl/firecrawl-search

Web search with full page content extraction. Use this skill whenever the user asks to search the web, find articles, research a topic, look something up, find recent news, discover sources, or says "search for", "find me", "look up", "what are people saying about", or "find articles about". Returns real search results with optional full-page markdown — not just snippets. Provides capabilities beyond Claude's built-in WebSearch.

관련 스킬

affaan-m/uspto-database

USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.

community

affaan-m/scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

community

affaan-m/literature-review

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

community

affaan-m/everything-claude-code

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

community

forrestchang/andrej-karpathy-skills

Agent skill repository discovered by 10x-chat research.

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langgenius/backend-code-review

Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.

community
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