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Skillset · / firecrawl / skills

firecrawlfirecrawl/skills

PurposeFirecrawl Skills is a collection of Agent Skills packaged as a plugin for Claude Code, Cursor, and OpenAI Codex. It helps AI agents integrate Firecrawl web APIs (/scrape, /search, /interact) into application code, handling auth, SDK setup, and endpoint-specific integration with a verify-real-request workflow. It is the app-building counterpart to the Firecrawl CLI repo, focused on product integration rather than live terminal web tasks.
Skill Count
6
Required CLI
firecrawlfirecrawl-cli
Domains
CodingOthers
Forms
Workflow
Skillset Analysis

Core Idea

Principles & Methodology

The author's design philosophy, what sets this apart from peer projects, and quick notes on the key workflows. Skill names mentioned in the text auto-link to their detail pages.

Core Idea

Firecrawl Skills is a plugin of Agent Skills for AI coding agents to integrate Firecrawl APIs into application code (Path B), distinct from the CLI repo for live web access (Path A).

Design Principles

  • App-integration focused: detailed implementation home for product code, not terminal-only tasks
  • Endpoint-routed: umbrella firecrawl-build routes to /scrape, /search, /interact
  • Proven integration: requires smoke test of a real request

Key Skills

  • firecrawl-build-onboarding: API key + SDK setup
  • firecrawl-build-scrape/search/interact: endpoint-specific integration
  • firecrawl-research-index: literature finding via Firecrawl Research

Workflow

  1. Fresh or existing project → 2. Ask what Firecrawl should do → 3. Route endpoint → 4. Integrate by conventions → 5. Verify real request

Installation

One command to install the entire Skillset.

Copy and run in your terminal to add firecrawl/skills to your Agent environment.

$npx skills add firecrawl/skills
SkillsWay.ai · Heads-Up Agent Skills InspectorUnderstand Agent Skills before you install.

Skill Relationships

Usage Relationships Between Skills

Skill → Skill usage relationships, with cross-layer references. Same color blocks indicate the same skill form.

Relationship Count
14
Standalone Skills
1
Most Referencing
  • firecrawl-build4 downstream skills
  • firecrawl-build-interact3 downstream skills
Most Referenced
  • firecrawl-build-scrape4 upstream skills
  • firecrawl-build-search4 upstream skills

Note: Each dependency line reads as "the current Skill depends on" the Skill it points to.

Skill Composition

How skills in this set are triggered

Each skill is designed for a specific kind of caller — some only fire when you name them, others load automatically when the model judges them relevant. The split below summarises both modes at a glance.

User-Invoked1

These skills only fire when you call them by name. The agent will not load them on its own — they stay inert until invoked.

firecrawl-build-onboarding
Model-Invoked6

These skills are loaded automatically by the agent when it judges the context relevant. You usually don't need to call them yourself.

firecrawl-buildfirecrawl-build-interactfirecrawl-build-onboardingfirecrawl-build-scrapefirecrawl-build-searchfirecrawl-research-index

Skill List

6 Skills · Filter by name or domain

firecrawl-build

Integrates Firecrawl into application code for in-app web data needs: search, scrape, extract, interact. Routes to narrow endpoint skills, sets up SDK and credentials, verifies with smoke test. Delivers working web-data features in products.

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Domain
Coding
Form
Workflow
Location
skills/firecrawl-build/SKILL.md

firecrawl-build-interact

Integrates Firecrawl `/interact` into product code for dynamic pages needing browser actions after scraping. Method: escalate from `/scrape`, scope minimal workflows, use persistent profiles for auth. Value: enables clicks, forms, pagination in-app where scraping alone fails.

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Domain
Coding
Form
Workflow
Location
skills/firecrawl-build-interact/SKILL.md

firecrawl-build-onboarding

Helps agents set up Firecrawl credentials and SDK into a project for app integration. Uses a browser auth flow and npx install command to configure API key in .env and choose the right SDK. Output is a project ready with Firecrawl auth and SDK, enabling further web-data feature development.

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Domain
Coding
Form
Workflow
Location
skills/firecrawl-build-onboarding/SKILL.md

firecrawl-build-scrape

Integrates Firecrawl /scrape into product code for single-page extraction from a known URL. Provides default format recommendations, escalation rules, and language docs. Outputs a narrow scrape integration that supplies markdown, HTML, or structured page data for LLM or indexing pipelines.

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Domain
Coding
Form
Workflow
Location
skills/firecrawl-build-scrape/SKILL.md

firecrawl-build-search

Integrates Firecrawl /search into product code and agent workflows for web discovery from a query. Provides patterns for cited answers, topic discovery, and query-to-URL pipelines. Value: turns queries into ranked source shortlists before extraction.

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Domain
Coding
Form
Workflow
Location
skills/firecrawl-build-search/SKILL.md

firecrawl-research-index

Finds research papers answering a query via Firecrawl Research using semantic search, structural expansion, and in-body verification. Methods: match query type to tools (search/related/inspect/read + web). Output: a ranked, verified relevant paper set with metadata, serving literature discovery.

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Domain
Others
Form
Workflow
Location
skills/firecrawl-research-index/SKILL.md

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