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Agent skill

Firecrawl Shop

by firecrawl in firecrawl/skills

Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary.

ISCAuto-check passedData & Analytics

Install Firecrawl Shop

skills CLI
$ npx skills add firecrawl/skills --skill firecrawl-shop -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install firecrawl/skills firecrawl-shop --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/firecrawl/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workflows/firecrawl-shop .claude/skills/firecrawl-shop && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
firecrawl-shop
GitHub stars
117
Token cost
~573 tokens
SKILL.md length
184 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
ISC

At a glance

Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary.

  • Works in 4 steps: Research product options across multiple… → Compare price, specs, reviews, seller… → Pick the best option and explain why. → …
  • The user wants to compare products
  • SKILL.md covers Onboarding Interview, Firecrawl Collection Plan, Process and Final Deliverable, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Firecrawl Shop is an agent skill from firecrawl/skills. Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. Use when the user wants to compare products, find the best option, evaluate reviews, respect budget/preferences, or shop with a saved browser session.

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Web scraping. It works with Firecrawl. The licence is ISC.

When your agent uses it

  • The user wants to compare products
  • Find the best option
  • Evaluate reviews
  • Respect budget/preferences

Example prompts

  • “/firecrawl-shop”

Requirements

  • A credential in FIRECRAWL_API_KEY

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  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.

What it can do on your machine

Read from SKILL.md and the folder at commit 5348e9e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Firecrawl Shop loads about 573 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 184 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~573

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from firecrawl/skills at commit 5348e9e, republished under its ISC licence (© firecrawl). 184 words, ~573 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-shop/SKILL.md (or your agent's skills folder).
name
firecrawl-shop
description
Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. Use when the user wants to compare products, find the best option, evaluate reviews, respect budget/preferences, or shop with a saved browser session.
license
ISC
metadata.author
firecrawl
metadata.version
0.1.0
metadata.homepage
https://www.firecrawl.dev
metadata.source
https://github.com/firecrawl/firecrawl-workflows

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. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/workflows/firecrawl-shop of firecrawl/skills.

Open the folder on GitHubat commit 5348e9e

Compare with similar skills

Firecrawl Shop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Firecrawl Shop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl Shop this skillfirecrawl/skills117—~573Automated safety check: PassISC
Firecrawlzapier/connectors176—~4.2kAutomated safety check: PassElastic-2.0
SEO Firecrawlseranking/seo-skills160—~2.3kAutomated safety check: PassMIT
Keirouter Web Fetchmydisha/keirouter147—~741Automated safety check: PassMIT
Firecrawl Scraperdavila7/claude-code-templates32k7 repos~253Automated safety check: PassMIT
FirecrawlPrism-Shadow/penguin-harness2.5k—~902Automated safety check: PassApache-2.0

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  • Firecrawl

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    176 GitHub stars~4.2k tokensUpdated 1 mo ago
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    Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.

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  • Firecrawl Competitive Intel

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  • Firecrawl Crawl

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  • Firecrawl Dashboard Reporting

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Works with

Categories

Questions about Firecrawl Shop

What does Firecrawl Shop do?

Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. Firecrawl Shop is an agent skill from firecrawl/skills. Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary.

When should I use Firecrawl Shop?

Firecrawl Shop fits situations like: the user wants to compare products; find the best option; evaluate reviews; respect budget/preferences.

How do I install Firecrawl Shop in Claude Code?

Run `npx skills add firecrawl/skills --skill firecrawl-shop -a claude-code`. Or copy the skill folder (skills/workflows/firecrawl-shop in firecrawl/skills) into .claude/skills/firecrawl-shop in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl Shop in Codex?

Run `npx skills add firecrawl/skills --skill firecrawl-shop -a codex`. Or copy the skill folder (skills/workflows/firecrawl-shop in firecrawl/skills) into .agents/skills/firecrawl-shop in your project. Codex loads it when a task matches its description.

Can I use Firecrawl Shop in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add firecrawl/skills --skill firecrawl-shop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl-shop, .gemini/skills/firecrawl-shop, .github/skills/firecrawl-shop and .opencode/skills/firecrawl-shop in your project.

What does Firecrawl Shop need to run?

SKILL.md names no scripts, command-line tools or credentials: Firecrawl Shop is instructions for the agent only. Our summary lists: A credential in FIRECRAWL_API_KEY.

Does Firecrawl Shop access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Firecrawl Shop safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Firecrawl Shop use?

Firecrawl Shop is published under the ISC licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl Shop use?

About 573 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Firecrawl Shop?

Skills that share tags, products or a category with Firecrawl Shop: Firecrawl (zapier/connectors, 176 stars), SEO Firecrawl (seranking/seo-skills, 160 stars), Keirouter Web Fetch (mydisha/keirouter, 147 stars) and Firecrawl Scraper (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Shop?

firecrawl (a GitHub organization) maintains it in firecrawl/skills, which has 117 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 8, 2026.

Source: firecrawl/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.