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firecrawl-shop — Claude Code skill: what it does, how to install

Researches products across shops and review sites using Firecrawl to find purchase options within your budget.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add firecrawl/firecrawl-workflows --skill firecrawl-shop -a claude-code
Open on GitHub

What firecrawl-shop does

The skill uses Firecrawl search and scrape features to gather live product data. It checks retailer pricing and forum discussions. The agent compiles these findings into a Markdown summary with source links and seller details.

An active FIRECRAWL_API_KEY is required. The workflow stops before checkout. Cart actions run only when explicitly requested and need an authenticated browser profile.

What it helps with

  • compare product prices and specifications across retailers
  • gather buyer feedback from forums and review sites
  • select the best option matching a specified budget
  • add a chosen item to the retailer cart

Example prompts for the agent

  • Compare prices and reviews for these two mechanical keyboards
  • Find the best wireless mouse within my budget and show the sources
  • Add the recommended monitor to the store cart

How to install firecrawl-shop

1Skills CLI (Vercel)

npx skills add firecrawl/firecrawl-workflows --skill firecrawl-shop -a claude-code

2Manually: put the files in place

~/.claude/skills/firecrawl-shop/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/firecrawl-shop/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about firecrawl-shop

How do I install firecrawl-shop in Claude Code?

Run npx skills add firecrawl/firecrawl-workflows --skill firecrawl-shop -a claude-code in your terminal.

What does firecrawl-shop do?

It researches products across retailers and review sites, compares prices and specs, and produces a structured purchase recommendation.

Will the skill purchase items automatically?

No, it stops before checkout and never buys anything on its own. It only adds items to the cart if you explicitly request it.

Source text

SKILL.md · ISC
---
name: firecrawl-shop
description: "Researches products across retailers and review sites with Firecrawl and recommends what to buy within the user's budget and preferences, with current prices and sources. Use when the user wants to compare products, find the best option or check reviews before buying, since prices and models change faster than training data. Adds to a cart only when asked and a signed-in browser profile exists."
license: ISC
metadata:
  author: firecrawl
  version: "0.1.0"
  homepage: https://www.firecrawl.dev
  source: https://github.com/firecrawl/firecrawl-workflows
inputs:
  - name: FIRECRAWL_API_KEY
    description: Firecrawl API key for hosted Firecrawl requests.
    required: true
---

# 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

```markdown
# 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.

© firecrawl · ISC · firecrawl/firecrawl-workflows

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