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Research
Skill

/firecrawl-shop

Firecrawl API key for hosted Firecrawl requests.

BOOST
From plugin
firecrawl-workflows
19719 skills
Install
$ npx -y skills add firecrawl/firecrawl-workflows --skill firecrawl-shop --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-shop

Context preview

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

Firecrawl API key for hosted Firecrawl requests.

SKILL.md

firecrawl-shop.SKILL.md
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

# 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.
Read more
Ships withfirecrawl-workflows

Source of truth for Firecrawl workflow skills — outcome-focused skills for AI coding agents: research reports, SEO audits, QA reports, knowledge bases, lead lists, and agent-ready website design systems.

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