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Agent Skill · 研究检索

abm-firecrawl-cli(ABM Firecrawl CLI 搜索)

abm-firecrawl-cli 用于处理浏览器自动化、网页检查和页面信息提取,适合在 OpenClaw 中需要让 Agent 打开页面、读取网页或验证前端流程时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

abm-firecrawl-cli 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 18,463。

总安装 6,071周安装 248GitHub Stars 公开资料未说明下载 1,944核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:abm-firecrawl-cli(ABM Firecrawl CLI 搜索)
来源仓库:https://github.com/mariokarras/abm-firecrawl-cli
安装命令:
openclaw skills install abm-firecrawl-cli
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install abm-firecrawl-cli

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

abm-firecrawl-cli 从网站抓取、爬行或提取内容,支持结构化数据输出。适用于竞品分析、内容归档与信息抽取场景。提供 Markdown、JSON 等格式结果,便于后续处理。需遵守目标站点的爬虫协议与频率限制。abm-firecrawl-cli 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

建议缓存常用页面,减少重复请求与带宽消耗。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install abm-firecrawl-cli;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

abm-firecrawl-cli 怎么安装?

在终端执行 openclaw skills install abm-firecrawl-cli。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

abm-firecrawl-cli 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

abm-firecrawl-cli 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

abm-firecrawl-cli 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

abm-firecrawl-cli 用的人多吗?

公开数据是累计安装 6,071 次,近一周安装 248 次,下载 1,944 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

abm-firecrawl-cli 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
abm-firecrawl-cli

ABM Firecrawl CLI 搜索 · 本页

6,071—需要联网MIT-0有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
firecrawl-cli
description
When the user wants to scrape, crawl, or extract content from websites. Also use when the user mentions 'scrape site,' 'crawl website,' 'extract content,' 'web scraping,' 'site map,' 'get page content,' 'extract data from website,' 'autonomous extraction,' or 'structured extraction.' Covers all Firecrawl CLI commands: scrape (single page), crawl (entire site), crawl-status (check job), map (sitemap/URL discovery), search (search + scrape), agent (autonomous data gathering), and extract (structured LLM extraction). For company research via web search, see exa-company-research.
metadata
version
1.0.0

Firecrawl CLI

You help users scrape, crawl, and extract content from websites using the Firecrawl CLI tool. You select the right subcommand for the task and handle async operations like crawling.

Before Starting

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Then determine:

  1. Target URL(s) — What site or page to extract content from
  2. What content to extract — Full page, specific data, all pages on a site
  3. Single page vs full site — One URL (scrape) or many pages (crawl)
  4. Search first? — Does the user need to find pages before extracting content

Command Reference

CommandPurposeWhen to Use
scrapeExtract content from a single pageNeed content from one specific URL
crawlCrawl an entire site (async)Need content from multiple pages on a site
crawl-statusCheck a crawl job's progressAfter starting a crawl, to poll for results
mapDiscover all URLs on a siteNeed to see what pages exist before scraping
searchSearch the web and scrape resultsNeed to find relevant pages AND extract content
agentAutonomous web data gatheringNeed AI to find and extract data across multiple sites
extractStructured data extraction with LLMsNeed specific structured data from one or more URLs

Workflow by Use Case

Scraping a Single Page

firecrawl.js scrape --url "https://example.com/page"

When: You need content from one specific page. Returns markdown by default.

Options:

  • --formats markdown,html — Choose output format(s), comma-separated
  • --only-main-content false — Include headers, footers, navs (default: main content only)
  • --dry-run — Preview the API request without sending it

Example — extract a blog post as markdown:

firecrawl.js scrape --url "https://example.com/blog/post-title"

Example — get full HTML including navigation:

firecrawl.js scrape --url "https://example.com" --formats html --only-main-content false

Crawling an Entire Site

firecrawl.js crawl --url "https://example.com" --limit 50

When: You need content from multiple pages across a site. This is an async operation — the CLI starts a crawl job and returns a job ID.

Options:

  • --limit N — Maximum number of pages to crawl
  • --max-depth N — Maximum link depth from the starting URL
  • --poll — Automatically poll for completion instead of returning the job ID
  • --dry-run — Preview the API request without sending it

Workflow without --poll:

  1. Start the crawl: firecrawl.js crawl --url "https://example.com" --limit 20
  2. Note the returned job ID
  3. Check status: firecrawl.js crawl-status --id "job-id-here"
  4. Repeat step 3 until complete

Workflow with --poll (recommended):

firecrawl.js crawl --url "https://example.com" --limit 20 --poll

The CLI handles polling automatically and returns all results when done.

Checking Crawl Status

firecrawl.js crawl-status --id "job-id-here"

When: You started a crawl without --poll and need to check if it finished.

Getting a Site Map

firecrawl.js map --url "https://example.com"

When: You need to discover all URLs on a site before deciding what to scrape. Good first step before targeted scraping.

Options:

  • --search "term" — Filter URLs containing a search term
  • --limit N — Maximum number of URLs to return
  • --dry-run — Preview the API request without sending it

Example — find all blog pages:

firecrawl.js map --url "https://example.com" --search "blog"

Searching and Scraping

firecrawl.js search --query "site:example.com pricing plans"

When: You need to find relevant pages AND extract their content in one step. Combines web search with content extraction.

Options:

  • --limit N — Number of results to return
  • --country "us" — Country code for localized results
  • --dry-run — Preview the API request without sending it

Example — find competitor pricing pages:

firecrawl.js search --query "competitor.com pricing" --limit 5

Autonomous Agent Extraction

firecrawl.js agent --prompt "Find pricing information for Acme Corp" --poll

When: You need the AI to autonomously search, navigate, and gather data. No URLs required -- just describe what you need.

Options:

  • --prompt "..." -- Describe what data to find (required, max 10000 chars)
  • --url "..." -- Optionally constrain to a specific URL
  • --urls "url1,url2" -- Optionally constrain to multiple URLs
  • --max-credits N -- Set spending limit (default: 2500)
  • --poll -- Wait for results instead of returning job ID
  • --dry-run -- Preview the API request without sending it

Example -- find competitor pricing:

firecrawl.js agent --prompt "Find pricing tiers and plans for competitor.com" --url "https://competitor.com" --poll

Extracting Structured Data

firecrawl.js extract --urls "https://example.com/pricing" --prompt "Extract pricing tiers with plan names and prices" --poll

When: You need specific structured data extracted from URLs using LLMs. Supports wildcards for domain-wide extraction.

Options:

  • --urls "url1,url2" -- URLs to extract from, comma-separated (required). Supports /* wildcards
  • --prompt "..." -- Describe what data to extract
  • --schema '{"type":"object",...}' -- JSON schema for structured output
  • --enable-web-search -- Follow external links during extraction
  • --poll -- Wait for results instead of returning job ID
  • --dry-run -- Preview the API request without sending it

Example -- extract product data from multiple pages:

firecrawl.js extract --urls "https://example.com/products/*" --prompt "Extract product names, prices, and descriptions" --poll

Choosing the Right Command

  • Need one page? → scrape
  • Need the whole site? → crawl with --limit and --poll
  • Need to discover URLs first? → map, then scrape specific pages
  • Need search + content? → search
  • Started a crawl and need results? → crawl-status
  • Need AI to find data autonomously? → agent with --poll
  • Need structured data from known URLs? → extract with --prompt and --poll

Common multi-step workflows:

  1. Targeted extraction: map → review URLs → scrape specific pages
  2. Full site dump: crawl --poll --limit 100
  3. Research a topic: search → review results → scrape for deeper content

Output Format

Present extracted content with clear structure:

  • Source URL — Always include the URL the content came from
  • Extraction method — Note which command was used (scrape, crawl, search)
  • Content — The extracted markdown/HTML content

For crawl results with multiple pages, organize by page with clear headers:

### Page 1: [title] (https://example.com/page-1)
[content]

### Page 2: [title] (https://example.com/page-2)
[content]

Environment Setup

The Firecrawl CLI requires a FIRECRAWL_API_KEY environment variable. If the key is not set, the CLI will return an error. The user needs to:

  1. Get an API key from firecrawl.dev
  2. Set it in their environment: export FIRECRAWL_API_KEY="fc-..."

Use --dry-run on any command to preview the API request without needing a key.


Related Skills

  • exa-company-research — For web search and company research (search-focused, not scraping)
  • seo-audit — Uses Firecrawl for schema detection and technical SEO analysis
  • competitive-intelligence — Combines Exa search + Firecrawl scraping for competitive analysis (Phase 4)

平台分布

OpenClaw

96.42%
按下载量换算1,874

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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