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Firecrawl Deep Web Scraper Guide

Provides an overview, installation steps, usage conditions, best practices, and limitations for the firecrawl-scraper skill that performs deep web scraping, screenshots, PDF parsin…

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SKILL.md

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---
name: firecrawl-scraper
description: "Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API. Use when you need deep content extraction from web pages, page interaction is required (clicking, scrolling, etc.), or you want screenshots or PDF parsing."
---
# firecrawl-scraper

## Overview
Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

## When to Use
- When you need deep content extraction from web pages
- When page interaction is required (clicking, scrolling, etc.)
- When you want screenshots or PDF parsing
- When batch scraping multiple URLs

## Installation
```bash
npx skills add -g BenedictKing/firecrawl-scraper
```

## Step-by-Step Guide
1. Install the skill using the command above
2. Configure Firecrawl API key
3. Use naturally in Claude Code conversations

## Examples
See [GitHub Repository](https://github.com/BenedictKing/firecrawl-scraper) for examples.

## Best Practices
- Configure API keys via environment variables

## Troubleshooting
See the GitHub repository for troubleshooting guides.

## Related Skills
- context7-auto-research, tavily-web, exa-search, codex-review

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

ROLES & RULES

Use this skill only when the task clearly matches the scope described above.
Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

EXPECTED OUTPUT

Format

markdown

Constraints

include when-to-use conditions
provide installation steps
list limitations

CAVEATS

Missing context

Exact function/tool call format or parameters for invoking the skill
Environment variable name(s) required for the API key
Output format or success criteria for scraping tasks

Ambiguities

'Use naturally in Claude Code conversations' is vague and does not explain invocation syntax or expected behavior.
Step 2 ('Configure Firecrawl API key') gives no details on the exact mechanism or variable name.

QUALITY

OVERALL: 0.45
CLARITY: 0.75
SPECIFICITY: 0.55
REUSABILITY: 0.20
COMPLETENESS: 0.40

IMPROVEMENT SUGGESTIONS

Replace external 'See GitHub' references with self-contained usage examples and troubleshooting steps.
Add a clear invocation template showing how the skill is called inside a conversation (e.g., function call syntax or prompt pattern).

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.