Agent skill

Firecrawl

by aAAaqwq in aAAaqwq/AGI-Super-Team

专业网页抓取和数据提取。使用 Firecrawl API 抓取网页、提取结构化数据、批量爬取网站。当用户需要抓取复杂网页、提取结构化数据、批量爬取时使用此技能。

MITAuto-check: notesData & Analytics

Install Firecrawl

skills CLI
$ npx skills add aAAaqwq/AGI-Super-Team --skill firecrawl -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aAAaqwq/AGI-Super-Team firecrawl --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/firecrawl .claude/skills/firecrawl && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
firecrawl
GitHub stars
105
Used in
1 other repo
Token cost
~260 tokens
SKILL.md length
45 words
Files
2 (incl. scripts)
Skills in repo
167
Repo updated
First seen
Licence
MIT

At a glance

专业网页抓取和数据提取。使用 Firecrawl API 抓取网页、提取结构化数据、批量爬取网站。当用户需要抓取复杂网页、提取结构化数据、批量爬取时使用此技能。

  • Works in 4 steps: 抓取单个网页 → 提取结构化数据 → 批量爬取网站 → …
  • Tasks that involve Web scraping
  • SKILL.md covers 功能说明, 使用方式, API Key and 示例, plus 1 more section
  • Runs Shell scripts from its folder; reaches polymarket.com

What it does

Firecrawl is an agent skill from aAAaqwq/AGI-Super-Team. 专业网页抓取和数据提取。使用 Firecrawl API 抓取网页、提取结构化数据、批量爬取网站。当用户需要抓取复杂网页、提取结构化数据、批量爬取时使用此技能。

Its SKILL.md is about 260 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/firecrawl.sh`).

It sits in Data & Analytics, covering Web scraping. It works with Firecrawl. The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

When your agent uses it

  • Tasks that involve Web scraping

Example prompts

  • “/firecrawl”

Requirements

  • A Bash shell
  • Pre-approved tools (allowed-tools): Bash, Read, Write, Edit

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. 抓取单个网页
  2. 提取结构化数据
  3. 批量爬取网站
  4. 搜索并抓取

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • polymarket.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Firecrawl loads about 260 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 45 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~260

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read, Write, Edit

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 45 words, ~260 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
firecrawl
description
专业网页抓取和数据提取。使用 Firecrawl API 抓取网页、提取结构化数据、批量爬取网站。当用户需要抓取复杂网页、提取结构化数据、批量爬取时使用此技能。
allowed-tools
Bash, Read, Write, Edit

Firecrawl 网页抓取

功能说明

此技能使用 Firecrawl API 提供专业网页抓取能力:

  • 单页抓取(支持动态内容)
  • 结构化数据提取
  • 批量网站爬取
  • 搜索并抓取

使用方式

1. 抓取单个网页
bash
./scripts/firecrawl.sh scrape <url> [format]
  • format: markdown (默认), html, text, json
2. 提取结构化数据
bash
./scripts/firecrawl.sh extract <url> <schema>
3. 批量爬取网站
bash
./scripts/firecrawl.sh crawl <url> [max_pages]
4. 搜索并抓取
bash
./scripts/firecrawl.sh search <query> [limit]

API Key

存储在: pass show api/firecrawl

示例

抓取 Polymarket 页面
bash
./scripts/firecrawl.sh scrape "https://polymarket.com/event/fed-decision-in-march-885"
提取产品信息
bash
./scripts/firecrawl.sh extract "https://example.com/product" '{"name": "string", "price": "number"}'
搜索 AI 新闻
bash
./scripts/firecrawl.sh search "latest AI news" 5

注意事项

  • Firecrawl 有使用限制(取决于套餐)
  • 复杂网页可能需要更长的处理时间
  • 某些网站可能有反爬虫机制

© aAAaqwq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (scripts) in skills/firecrawl of aAAaqwq/AGI-Super-Team.

  • SKILL.md
  • scripts/firecrawl.sh

Open the folder on GitHubat commit 331ecd3

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 9, 2026.

Compare with similar skills

Firecrawl next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Firecrawl compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl this skillaAAaqwq/AGI-Super-Team1051 repos~260Automated safety check: NotesMIT
Firecrawl Scrapefirecrawl/skills117—~1.8kAutomated safety check: PassISC
Firecrawl Agentfirecrawl/skills117—~1.2kAutomated safety check: PassISC
Firecrawl Company Directoriesfirecrawl/skills117—~557Automated safety check: PassISC
Firecrawl Competitive Intelfirecrawl/skills117—~604Automated safety check: PassISC
Firecrawlzapier/connectors176—~4.2kAutomated safety check: PassElastic-2.0

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  • Firecrawl

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Works with

Questions about Firecrawl

What does Firecrawl do?

专业网页抓取和数据提取。使用 Firecrawl API 抓取网页、提取结构化数据、批量爬取网站。当用户需要抓取复杂网页、提取结构化数据、批量爬取时使用此技能。. Firecrawl is an agent skill from aAAaqwq/AGI-Super-Team.

When should I use Firecrawl?

Firecrawl fits situations like: tasks that involve Web scraping.

How do I install Firecrawl in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill firecrawl -a claude-code`. Or copy the skill folder (skills/firecrawl in aAAaqwq/AGI-Super-Team) into .claude/skills/firecrawl in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill firecrawl -a codex`. Or copy the skill folder (skills/firecrawl in aAAaqwq/AGI-Super-Team) into .agents/skills/firecrawl in your project. Codex loads it when a task matches its description.

Can I use Firecrawl in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aAAaqwq/AGI-Super-Team --skill firecrawl -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl, .gemini/skills/firecrawl, .github/skills/firecrawl and .opencode/skills/firecrawl in your project.

What does Firecrawl need to run?

Going by SKILL.md and its folder, Firecrawl needs a shell for the scripts in its folder. Our summary lists: A Bash shell. Its frontmatter pre-approves these tools: Bash, Read, Write, Edit.

Does Firecrawl access the network?

SKILL.md names 1 domain. In commands or code: polymarket.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Firecrawl safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Firecrawl use?

Firecrawl is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl use?

About 260 tokens (SKILL.md is roughly 1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Firecrawl?

Skills that share tags, products or a category with Firecrawl: Firecrawl Scrape (firecrawl/skills, 117 stars), Firecrawl Agent (firecrawl/skills, 117 stars), Firecrawl Company Directories (firecrawl/skills, 117 stars) and Firecrawl Competitive Intel (firecrawl/skills, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 167 skills in this directory. The repository was last updated on October 8, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.