How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does firecrawl-agent support?

firecrawl-agent works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is firecrawl-agent free to use?

Yes. firecrawl-agent is free to install and use. It is available from the open explainx.ai skill registry published by firecrawl.

Where can I read ratings and reviews for firecrawl-agent?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install firecrawl-agent?

Run `npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent` in your terminal. You need to have run `npx skills init` once in your project first.

Productivity

firecrawl-agent▌

firecrawl/cli · updated Apr 8, 2026

MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.

$npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent

0 commentsdiscussion

summary

AI-powered autonomous extraction of structured data from complex multi-page websites.

›Navigates sites intelligently to locate and extract data, returning results as JSON with optional schema validation
›Supports custom JSON schemas for predictable structured output, or freeform extraction when schema is not provided
›Offers two model tiers (spark-1-mini and spark-1-pro) with credit limits and optional waiting for inline results
›Best suited for multi-page extraction tasks; use simple

skill.md

firecrawl agent

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

When to use

You need structured data from complex multi-page sites
Manual scraping would require navigating many pages
You want the AI to figure out where the data lives

Quick start

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

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

Options

Option	Description
`--urls <urls>`	Starting URLs for the agent
`--model <model>`	Model to use: spark-1-mini or spark-1-pro
`--schema <json>`	JSON schema for structured output
`--schema-file <path>`	Path to JSON schema file
`--max-credits <n>`	Credit limit for this agent run
`--wait`	Wait for agent to complete
`--pretty`	Pretty print JSON output
`-o, --output <path>`	Output file path

Tips

Always use --wait to get results inline. Without it, returns a job ID.
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.

Use Cases▌

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

✓

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

✓

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

✓

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

✓

Save 3-5 hours/week on communication overhead

Implementation Guide▌

Prerequisites

›Claude Desktop or compatible AI client
›Access to product documentation and roadmap tools (Jira, Notion, etc.)
›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
›Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

1.Install product management skill
2.Start with user story generation for known feature
3.Progress to competitive analysis: research 2-3 competitors
4.Use for roadmap prioritization: apply RICE/ICE scoring
5.Draft stakeholder communications and refine based on feedback
6.Build template library for recurring PM tasks
7.Share effective prompts with product team

Common Pitfalls

⚠Not validating competitive research—verify facts before sharing
⚠Accepting user stories without involving engineering team
⚠Over-relying on frameworks without qualitative judgment
⚠Not customizing outputs to company culture and communication style
⚠Skipping stakeholder validation of generated requirements

Best Practices▌

✓ Do

+Validate research and competitive analysis with real data
+Collaborate with engineering when generating technical requirements
+Customize frameworks and templates to your company context
+Use skill for first drafts, refine with stakeholder input
+Document successful prompt patterns for PM tasks
+Combine AI efficiency with human judgment and intuition

✗ Don't

−Don't publish competitive analysis without fact-checking
−Don't finalize user stories without engineering review
−Don't make prioritization decisions solely on AI scoring
−Don't skip customer validation of generated requirements
−Don't ignore company-specific context and culture

💡 Pro Tips

★Provide context: company goals, constraints, customer feedback
★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
★Use skill for 70% generation + 30% customization to company needs

When to Use This▌

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path▌

1Basic: user stories, feature specs, status updates
2Intermediate: competitive analysis, prioritization frameworks, PRDs
3Advanced: product strategy, go-to-market planning, OKR setting
4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)

No comments yet — start the thread.

general reviews

Ratings

4.6★★★★★28 reviews

★★★★★Ira Sethi· Dec 28, 2024
Solid pick for teams standardizing on skills: firecrawl-agent is focused, and the summary matches what you get after install.
★★★★★Ganesh Mohane· Dec 8, 2024
Registry listing for firecrawl-agent matched our evaluation — installs cleanly and behaves as described in the markdown.
★★★★★Aanya Liu· Dec 8, 2024
We added firecrawl-agent from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
★★★★★Rahul Santra· Nov 27, 2024
firecrawl-agent reduced setup friction for our internal harness; good balance of opinion and flexibility.
★★★★★Amelia Harris· Nov 27, 2024
firecrawl-agent fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
★★★★★Henry Garcia· Nov 19, 2024
firecrawl-agent is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
★★★★★Pratham Ware· Oct 18, 2024
I recommend firecrawl-agent for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
★★★★★Kabir Li· Oct 18, 2024
firecrawl-agent is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
★★★★★Diya Choi· Oct 10, 2024
firecrawl-agent fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
★★★★★Piyush G· Sep 9, 2024
Solid pick for teams standardizing on skills: firecrawl-agent is focused, and the summary matches what you get after install.

showing 1-10 of 28

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firecrawl-agent▌

firecrawl agent

When to use

Quick start

Options

Tips

See also

How to use firecrawl-agent on Cursor

Prerequisites

Execute installation command

Select Cursor when prompted

Verify installation

Security & Verification Notice

Additional Resources

List & Monetize Your Skill

Use Cases▌

User Story & Requirements Generation

Competitive Analysis

Roadmap Prioritization

Stakeholder Communication

Implementation Guide▌

Prerequisites

Time Estimate

Installation Steps

Common Pitfalls

Best Practices▌

✓ Do

✗ Don't

💡 Pro Tips

When to Use This▌

✓ Use When

✗ Avoid When

Learning Path▌

Discussion

Ratings