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firecrawl-scraper — measured AI agent skill | DecimalAI

davila7/firecrawl-scraper

SkillScore86Maintained

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

researchby davila7

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

decimalai skills pull davila7-firecrawl-scraper

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/davila7-firecrawl-scraper/SKILL.md

Raw file: /s/davila7-firecrawl-scraper/SKILL.md ↗ · machine-readable summary at /s/davila7-firecrawl-scraper.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

Runs

—

no usage data yet

Used when offered

—

offered 179 · activation not measurable for prompt-injection usage

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

—-42% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-9%	0%
case-07	✗→✓	▲ Improved	-73%	0%
case-09	✗→✓	▲ Improved	-53%	0%
case-11	✗→✓	▲ Improved	-58%	0%
case-13	✗→✓	▲ Improved	-50%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

davila7 / claude-code-templates

cli-tool/components/skills/web-development/firecrawl-scraper/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

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

Install the skill using the command above
Configure Firecrawl API key
Use naturally in Claude Code conversations

Examples

See GitHub Repository 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

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Other measured skills in the registry, with their headline benchmark lift.