firecrawl-shop

Does the product research for you and comes back with one recommendation and the reason for it, after weighing price, specs, reviews and who is selling it.

WHEN TO USE

SCOPE

USE FOR

Compare several product options against your budget and preferences.
Get a recommended pick backed by pricing, specs, and review patterns.
Add a chosen item to a cart using your saved, authenticated browser session.

This is a saved copy of the skill's SKILL.md instructions. It may differ from the upstream file or the version you install.

In this document (6)

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

Research product options across multiple sources.
Compare price, specs, reviews, seller quality, shipping, and fit to preferences.
Pick the best option and explain why.
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.

Account or credentials required

2 FOR YOU

Items without a tag are required.

01
Optional Have an authenticated browser session ready for cart actions
Adding an item to a cart, rather than only researching it, needs a saved, authenticated browser profile for the shopping site; checkout only happens if you explicitly ask for it.
02
You set: FIRECRAWL_API_KEY

Listed as free: Connected services may require an account or charge fees.
Installation: One command — usually under 2 minutes.

This skill ships inside the Firecrawl Workflows plugin.

Needs the Firecrawl CLI or MCP server. Set that up first — this skill doesn't include it.

Install just this skill

Run this outside your AI tool, using Node.js 22.20.0 or newer. Skills CLI 1.7.2 skips skill selection; prompts cancel installation without an interactive terminal. If choosing Project when asked about installation scope, open your project's folder before running this.

Install checklist

Check selected tools if a picker appears; Claude Code may be unchecked under Additional agents. ↑/↓ moves, Space toggles selections, Enter confirms.
Without a tool picker, check Installing to: for your intended tool. Stop if it names a different tool.
If asked, choose Symlink (Recommended) for shared files or Copy to all agents for separate copies; review the summary before confirming installation.
Install the find-skills skill? defaults to Yes, adding another skill for all projects. Choose No if you don't want that extra installation.

Skills CLI 1.7.2 sends install data to skills.sh by default, including the source, skill names, target tools and file details; GitHub sources are reported only when GitHub confirms the repository is public, while other remote sources can also be reported. Confirmed-public GitHub sources also trigger a security-audit request. Before installing, set the environment variable DO_NOT_TRACK=1 or DISABLE_TELEMETRY=1 to disable both.

npx skills add firecrawl/firecrawl-workflows --skill "firecrawl-shop" --full-depth

After installing for Claude Code, open it in the installation project if you chose Project; Global makes the skill available across projects on this computer. Once Claude Code loads the skill, its description helps Claude decide when to use it.

If installation created a top-level skills folder that did not exist when your Claude Code session started, run /reload-skills in that session. Run it again after later changes in that folder.

Install the whole plugin

This route installs the Firecrawl Workflows plugin package selected for your AI tool.

PLUGIN MARKETPLACE

Add the marketplace, then install the plugin

Typed inside the agent's own prompt, not in a terminal. The marketplace is called firecrawl-workflows, which is the part after the @.

/plugin marketplace add firecrawl/firecrawl-workflows

/plugin install firecrawl-workflows@firecrawl-workflows

Open plugin page ↗

What's inside

Files included with this skill.

View on GitHub