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/firecrawl-agent

Autonomously navigate websites and extract structured data across pages. Use when the task requires navigation or no suitable ready-made workflow or data provider covers it.

BOOST
From plugin
firecrawl
22613 skills1 command
Install
$ npx -y skills add firecrawl/firecrawl-claude-plugin --skill firecrawl-agent --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/firecrawl-agent

Context preview

The summary Claude sees to decide when to auto-load this skill.

Autonomously navigate websites and extract structured data across pages. Use when the task requires navigation or no suitable ready-made workflow or data provider covers it.

SKILL.md

firecrawl-agent.SKILL.md
name: firecrawl-agent
description: Autonomously navigate websites and extract structured data across pages. Use when the task requires navigation or no suitable ready-made workflow or data provider covers it.
allowed-tools:
  - Bash(firecrawl *)
  - Bash(npx firecrawl-cli *)

firecrawl agent

AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).

Before starting autonomous extraction for structured records or listings, check `firecrawl search alexandria '<data you need>'` for a ready-made workflow or data provider. Inspect a matching contract with `firecrawl list <provider> <capability> --pretty` and execute with `firecrawl scrape --alexandria <provider>/<capability> --options '<input JSON>'` if it covers the task. Use the exact provider, capability, and input fields from that contract. Continue with Agent when no suitable tool exists or the task requires autonomous navigation.

Quick start

# Extract structured data
firecrawl agent "extract all pricing tiers" --wait --json -o .firecrawl/pricing.json

# With a JSON schema for structured output
firecrawl agent "extract products" --schema '{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}' --wait --json -o .firecrawl/products.json

# Focus on specific pages
firecrawl agent "get feature list" --urls "<url>" --wait --json -o .firecrawl/features.json

Run `firecrawl agent --help` for the full option list.

**Done when:** the output file contains valid JSON answering the request — or a job ID was intentionally returned for later polling.

Job IDs

Omitting `--wait` returns a job ID. A UUID positional argument is auto-detected as a status check:

# Check once (equivalent to adding --status)
firecrawl agent "<job-id>"

# Wait on an existing job, polling every 10 seconds for up to 5 minutes
firecrawl agent "<job-id>" --wait --poll-interval 10 --timeout 300

# Cancel an active job
firecrawl agent "<job-id>" --cancel

Tips

  • Use `--wait` for inline results; omit it only when you want a job ID to poll later (see [Job IDs](#job-ids)).
  • Use `--schema` for predictable, structured output — otherwise the agent returns freeform data.
  • Agent runs consume more credits than simple scrapes. Use `--max-credits` to cap spending.
  • For simple single-page extraction, prefer `scrape` — it's faster and cheaper.

See also

  • [firecrawl-scrape](../firecrawl-scrape/SKILL.md) — simpler single-page extraction
  • [firecrawl-interact](../firecrawl-interact/SKILL.md) — scrape + interact for manual page interaction (more control)
  • [firecrawl-crawl](../firecrawl-crawl/SKILL.md) — bulk extraction without AI
  • [firecrawl-build-scrape](https://github.com/firecrawl/skills/tree/main/skills/build/firecrawl-build-scrape) — building structured extraction into an app instead of running it here

Alexandria session feedback

To report an Alexandria session outcome or a provider/capability gap, use `firecrawl alexandria feedback --rating good|partial|bad --url <website> --requested-functionality '<what was needed>' --rationale '<what happened>' --json`. Use observed results in the rationale. No job ID is needed; this session feedback has no job-age deadline and no credit refund. Optional `--provider-feedback` and `--capability-feedback` JSON arrays describe specific gaps; inspect `firecrawl alexandria feedback --help` for their fields. Use the capability issue `missing_capability` when a provider exists but lacks the needed capability, and `new_capability_request` (with `requestedFunctionality`) to ask for one.

Read more
Ships withfirecrawl

Turn any website into clean, LLM-ready markdown or structured data — directly from Claude Code. This plugin adds the Firecrawl CLI as a skill to Claude Code, giving it the ability to scrape, search, crawl, and map the web.

Get the whole plugin, auto-invoked

Other skills on firecrawl.