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Skills/Data Science & ML
firecrawl avatar

Firecrawl Shop

firecrawl/firecrawl-workflowsOfficial

This pulls Firecrawl's web scraping and browser automation into Claude to help you research products and make purchase decisions. It searches across retailers, review sites, and forums, then compares specs, pricing, and reviews before recommending a specific option with reasoning. The workflow can also spin up an authenticated browser session to add items to a cart when you ask for it, though it stops short of checkout unless you explicitly approve. Useful when you're trying to cut through affiliate spam and actually figure out which monitor or coffee maker to buy. The structured output includes model numbers, price comparisons, and all the sources it consulted, so you can verify the recommendation yourself.

installs
31.4K
GitHub stars
208
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add firecrawl/firecrawl-workflows --skill firecrawl-shop --agent claude-code

Installs into .claude/skills of the current project.

Files

Firecrawl Shop

Use this to research products and recommend a purchase option. Only add items to a cart when the user explicitly asks and has an authenticated browser profile available.

Onboarding Interview

Infer the product, budget, preferences, sites, and desired stopping point from context. If the product is clear, proceed immediately.

Ask at most 1-3 concise questions only if blocked, such as the product, hard budget/preferences, or whether cart actions are allowed.

Firecrawl Collection Plan

Use Firecrawl search and scrape to compare reviews, product pages, specifications, pricing, Reddit/forums, and trusted review sites. Use Firecrawl browser for shopping-site navigation and cart actions when authorized.

Process

  1. Research product options across multiple sources.
  2. Compare price, specs, reviews, seller quality, shipping, and fit to preferences.
  3. Pick the best option and explain why.
  4. If the user asked for cart actions, open the shopping site in browser, add the item, and stop before checkout unless explicitly instructed.

Final Deliverable

# Shopping Research: [Product]

## Recommendation
[Best option and why]

## Products Compared
[Product, price, seller, key specs, pros/cons]

## Review Signals
[Patterns from reviews and external sources]

## Cart Status
[Only if requested: item added, price, seller, confirmation]

## Sources
[URLs used]

## Rerun Inputs
workflow: firecrawl-shop
query: [product]
budget: [budget]
sites: [preferred sites]

Quality Bar

  • Be specific with model numbers, prices, and sellers.
  • Do not purchase or check out without explicit approval.
  • Note affiliate, sponsored, or unreliable sources when visible.
SKILL.md on GitHub

Sponsors

SnugThe clipboard manager you and your agent can use, safelyAgent CaffeineClose your lid, come back to finished workWaxBlock anything with supervision, without erasing your iPhoneOpen StepsSponsoredFree and open-source skills that make AI coding agents easier to understand, verify, and control.

Details

Repository
github.com/firecrawl/firecrawl-workflows
Category
Data Science & ML
First seen
Jun 3, 2026

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