New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Firecrawl SDK Patterns

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control.

MITAuto-check passedData & Analytics

Install Firecrawl SDK Patterns

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-sdk-patterns -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-sdk-patterns --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/firecrawl-sdk-patterns .claude/skills/firecrawl-sdk-patterns && 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-sdk-patterns
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
488 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control.

  • Works in 7 steps: Inspect the runtime, official package… → Define application request/result types… → Construct one client per process… → …
  • Implementing reusable client code
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 7 more sections
  • Needs FIRECRAWL_API_KEY

What it does

Firecrawl SDK Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control. Use when implementing reusable client code. Trigger with "Firecrawl SDK patterns", "wrap Firecrawl", or "typed Firecrawl client".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; Firecrawl Cloud work requires network access

It sits in Data & Analytics, covering Web scraping. It works with Firecrawl and Python. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Implementing reusable client code
  • With Firecrawl SDK patterns
  • Typed Firecrawl client

Example prompts

  • “Firecrawl SDK patterns”
  • “wrap Firecrawl”
  • “typed Firecrawl client”
  • “/firecrawl-sdk-patterns”

Requirements

  • Python 3
  • A credential in FIRECRAWL_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code; Firecrawl Cloud work requires network access
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

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

  1. Inspect the runtime, official package and resolved version, compiler settings, existing HTTP/client layer, and exact operations required.
  2. Define application request/result types containing only approved fields, explicit scope/limits, provenance, origin status, terminal state…
  3. Construct one client per process boundary from validated configuration; inject it into services and tests rather than creating clients…
  4. Map provider documents and errors into a discriminated result model. Keep API failures, captured origin errors, validation rejection…
  5. Expose waiter methods only where blocking fits the deadline; otherwise expose submit/status/cancel and durable pagination through an owned…
  6. Centralize bounded retry, policy, redaction, metrics, and version reporting. Do not erase SDK types with any or dictionary-shaped…
  7. Add synthetic contract tests, pin the dependency through the lockfile, and document the reviewed upgrade and rollback process.

What it can do on your machine

Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    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 these keys or tokens, usually read from environment variables:

    • FIRECRAWL_API_KEY

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

  • Compatibility

    Designed for Claude Code; Firecrawl Cloud work requires network access

    From compatibility in the SKILL.md frontmatter.

Context cost

Firecrawl SDK Patterns loads about 1.1k tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 488 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

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 jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 488 words, ~1,098 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-sdk-patterns/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
firecrawl-sdk-patterns
description
Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control. Use when implementing reusable client code. Trigger with "Firecrawl SDK patterns", "wrap Firecrawl", or "typed Firecrawl client".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; Firecrawl Cloud work requires network access
argument-hint
<repository-path> [node|python]
version
1.12.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, firecrawl, sdk, architecture
model
inherit
effort
high

Firecrawl v2 SDK Boundary

Overview

Keep Firecrawl behind a narrow application-owned interface so provider changes, policy, retries, and tests do not leak across the codebase.

Prerequisites

  • The target repository or integration path and the requested operator outcome.
  • The source authorization, data classification, and environment policy.
  • Current Firecrawl documentation, credentials only when needed, and an owner for approvals.

Current Contract

Node uses the named Firecrawl client from the firecrawl install surface; Python uses Firecrawl from firecrawl-py. Current top-level v2 methods include scrape, crawl, startCrawl, getCrawlStatus, map, batchScrape, startBatchScrape, getBatchScrapeStatus, search, parse, and agent surfaces. Feature-frozen v1 lives behind a separate compatibility boundary.

Authentication

For authenticated Cloud operations, inject FIRECRAWL_API_KEY from an approved secret manager. REST requests use Authorization: Bearer with the key. Never print, commit, transmit, or place a key in a URL. Keyless access is suitable only where the current documentation explicitly allows it and the workload accepts its limits; production workflows should make identity and team ownership explicit.

Instructions

  1. Inspect the runtime, official package and resolved version, compiler settings, existing HTTP/client layer, and exact operations required.
  2. Define application request/result types containing only approved fields, explicit scope/limits, provenance, origin status, terminal state, and pagination metadata.
  3. Construct one client per process boundary from validated configuration; inject it into services and tests rather than creating clients inside business logic.
  4. Map provider documents and errors into a discriminated result model. Keep API failures, captured origin errors, validation rejection, partial results, and cancellation distinct.
  5. Expose waiter methods only where blocking fits the deadline; otherwise expose submit/status/cancel and durable pagination through an owned job service.
  6. Centralize bounded retry, policy, redaction, metrics, and version reporting. Do not erase SDK types with any or dictionary-shaped pass-throughs.
  7. Add synthetic contract tests, pin the dependency through the lockfile, and document the reviewed upgrade and rollback process.
Show full SKILL.md (184 more words)Show less

Tool Discipline

Use Read, Glob, and Grep to inspect code, configuration, tests, and evidence. Use Write/Edit only for approved implementation or documentation changes. Do not call Firecrawl, rotate keys, change account settings, scrape a target, or deploy merely because this skill was invoked.

Approval Boundaries

Require approval before adding/upgrading the SDK, exposing a new Firecrawl operation, relaxing types, changing retry policy, or accepting a provider response directly in domain code.

Output

Return the adapter interface, current package/source/version, method mapping, configuration contract, error and pagination model, policy hooks, tests, and upgrade rollback.

Error Handling

  • Docs and installed types disagree: pin evidence and resolve before coding.
  • Required result field is absent: return a typed partial/failure state rather than a fabricated default.
  • Legacy and v2 methods are mixed: isolate legacy compatibility and create a migration plan.

Examples

  • "Create a Firecrawl service" yields a narrow typed adapter with injected client and synthetic tests.
  • "Return the SDK object everywhere" is rejected because it couples domain code to provider drift.

Resources

Read official Firecrawl evidence before relying on an endpoint, SDK method, plan limit, price, retention option, or self-hosted release.

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

Files

SKILL.md and 1 other file (references) in skills/.curated/firecrawl-sdk-patterns of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit 80f86df

Compare with similar skills

Firecrawl SDK Patterns 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 SDK Patterns compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl SDK Patterns this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
Universal Scraping Architectalirezarezvani/claude-skills28k—~1.1kAutomated safety check: PassMIT
Firecrawl Page Scrape Integrationfirecrawl/firecrawl190k1 repos~944Automated safety check: PassISC
Firecrawl Interact Integrationfirecrawl/firecrawl190k1 repos~731Automated safety check: PassISC
Crawl4AI Web Scrapingsmallnest/goclaw5991 repos~2.5kAutomated safety check: PassMIT
Boss Zhipin Scrapereatmoreduck/boss-zhipin-scraper1.5k—~2.6kAutomated safety check: PassMIT

Similar skills

  • Universal Scraping Architect

    alirezarezvani/claude-skills

    A skill your agent uses for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.

    28k GitHub stars~1.1k tokensUpdated 1 mo ago
    Data & AnalyticsAuto-check passed

  • Firecrawl Page Scrape Integration

    firecrawl/firecrawl

    Adds Firecrawl's /scrape endpoint to application code to pull markdown, HTML, links, screenshots or structured data from a single known URL.

    190k GitHub starsUsed in 1 repo~944 tokens
    Data & AnalyticsAuto-check passed

  • Firecrawl Interact Integration

    firecrawl/firecrawl

    Guides adding Firecrawl's /interact endpoint to product code for pages that need clicks, forms, pagination or logged-in flows beyond plain scraping.

    190k GitHub starsUsed in 1 repo~731 tokens
    Data & AnalyticsAuto-check passed

  • Crawl4AI Web Scraping

    smallnest/goclaw

    Scrapes sites, handles JavaScript-heavy pages and extracts structured data with Crawl4AI, through its crwl CLI or Python SDK, including schema-based extraction without an LLM.

    599 GitHub starsUsed in 1 repo~2.5k tokens
    Data & AnalyticsAuto-check passed

  • Boss Zhipin Scraper

    eatmoreduck/boss-zhipin-scraper

    Scrape BOSS直聘 (job listing site) via Chrome CDP. An agent skill from eatmoreduck/boss-zhipin-scraper.

    1.5k GitHub stars~2.6k tokensUpdated 11 days ago
    Data & AnalyticsAuto-check passed

  • Ax

    yusukebe/ax

    Use the ax CLI instead of curl + throwaway parsing scripts whenever you fetch a URL, explore an unknown web page, or extract structured data from HTML.

    719 GitHub starsUsed in 1 repo~918 tokens
    Data & AnalyticsAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo

  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes

  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated yesterday
    Auto-check passed

  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated yesterday
    Auto-check passed

  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated yesterday
    Auto-check passed

  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated yesterday
    Auto-check passed

  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated yesterday
    Auto-check passed

Works with

Categories

Questions about Firecrawl SDK Patterns

What does Firecrawl SDK Patterns do?

Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control. Firecrawl SDK Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a typed, testable Firecrawl v2 adapter for Node or Python with current methods, explicit options, errors, pagination, and dependency control.

When should I use Firecrawl SDK Patterns?

Firecrawl SDK Patterns fits situations like: implementing reusable client code; with Firecrawl SDK patterns; typed Firecrawl client.

How do I install Firecrawl SDK Patterns in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-sdk-patterns -a claude-code`. Or copy the skill folder (skills/.curated/firecrawl-sdk-patterns in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/firecrawl-sdk-patterns in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl SDK Patterns in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-sdk-patterns -a codex`. Or copy the skill folder (skills/.curated/firecrawl-sdk-patterns in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/firecrawl-sdk-patterns in your project. Codex loads it when a task matches its description.

Can I use Firecrawl SDK Patterns 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 jeremylongshore/tons-of-skills-marketplace --skill firecrawl-sdk-patterns -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-sdk-patterns, .gemini/skills/firecrawl-sdk-patterns, .github/skills/firecrawl-sdk-patterns and .opencode/skills/firecrawl-sdk-patterns in your project.

What does Firecrawl SDK Patterns need to run?

Going by SKILL.md and its folder, Firecrawl SDK Patterns needs credentials named FIRECRAWL_API_KEY. Our summary lists: Python 3; A credential in FIRECRAWL_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; Firecrawl Cloud work requires network access.

Does Firecrawl SDK Patterns 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 SDK Patterns 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 SDK Patterns use?

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

How many tokens does Firecrawl SDK Patterns use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 454 tokens, read only when the agent opens those files.

What are the alternatives to Firecrawl SDK Patterns?

Skills that share tags, products or a category with Firecrawl SDK Patterns: Universal Scraping Architect (alirezarezvani/claude-skills, 28k stars), Firecrawl Page Scrape Integration (firecrawl/firecrawl, 190k stars), Firecrawl Interact Integration (firecrawl/firecrawl, 190k stars) and Crawl4AI Web Scraping (smallnest/goclaw, 599 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl SDK Patterns?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 2026.

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