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OpenClaw Skills & Use Case Index

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web-scraping - Intelligent web scraping and Actor reconnaissance

Analyzes websites, discovers APIs through traffic interception, selects scraping strategies, validates extraction methods, and reports protection requirements.

Tags

Updated: 2026-10-05

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Discover scraping strategies
  • Inspect raw HTML
  • Launch stealth browsers
  • Capture network traffic
  • Inspect rendered DOM
  • Test dynamic interactions
  • Validate extraction methods
  • Replay API endpoints
  • Assess protection signals
  • Generate intelligence reports
  • Guide Actor creation

Inputs

  • Target website URL
  • Requested data points
  • Reconnaissance mode
  • Upstream proxy credentials

Outputs

  • Intelligence report
  • Validated extraction strategies
  • API endpoint specifications
  • Protection profile
  • Self-critique findings

Requirements

  • curl
  • Chrome browser
  • DevTools bridge
  • Traffic interception proxy
  • Browser interaction tools
  • Apify CLI for production Actors

Source

  • Spec: SKILL.md
web scraping
API discovery
browser automation
traffic interception
anti-blocking
Apify
TypeScript
Discover scraping strategies
Inspect raw HTML
Launch stealth browsers
Capture network traffic
Target website URL
Requested data points
Reconnaissance mode
Intelligence report
Validated extraction strategies
API endpoint specifications