WebScraper Skill

Extract and parse content from web pages into readable markdown or plain text.

When to Use

✅ USE this skill when:

• "Read this article: [URL]"
• "What does this page say?"
• "Get the content from [URL]"
• Fetch documentation, blog posts, news articles
• Extract product information from e-commerce sites
• Grab API documentation or tutorials
• Summarize web page content

When NOT to Use

❌ DON'T use this skill when:

• Login-required pages (use BrowserAgent with session)
• Heavy JavaScript-rendered content (use BrowserAgent)
• Interactive web apps (dashboards, SPAs)
• CAPTCHA-protected sites
• Sites with strict anti-bot measures
• Real-time data (stock tickers, live scores)

Commands

Fetch URL Content

# Using OpenClaw web_fetch tool (recommended)
# Called via tool, not direct CLI

# Basic fetch (markdown output)
web_fetch(url: "https://example.com/article")

# Text-only mode (no markdown)
web_fetch(url: "https://example.com/article", extractMode: "text")

# Limit content length
web_fetch(url: "https://example.com/article", maxChars: 5000)

Using curl (fallback)

# Simple HTML fetch
curl -s "https://example.com" | html2text -width 80

# With user-agent (avoid bot detection)
curl -s -A "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36" "https://example.com"

# Fetch and extract main content (requires readability-cli)
curl -s "https://example.com" | readability

# Get just the title
curl -s "https://example.com" | grep -oP '(?<=<title>).*?(?=</title>)'

Using Node.js (advanced)

# Install cheerio for HTML parsing
npm install -g cheerio

# Parse HTML with Node
node -e "
const cheerio = require('cheerio');
const html = \`\$(curl -s 'https://example.com')\`;
const \$ = cheerio.load(html);
console.log(\$('article').text());
"

Response Format

When fetching content, structure responses as:

## 📄 [Page Title]

**Source:** [URL](https://...)
**Fetched:** 2026-03-20

### Content

[Extracted content here...]

---
*Summary: [1-2 sentence summary if helpful]*

Best Practices

1. Respect Rate Limits

# Add delay between requests
sleep 2 && curl "https://example.com/page1"
sleep 2 && curl "https://example.com/page2"

2. Use Proper User-Agent

# Desktop Chrome
curl -A "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"

# Mobile Safari
curl -A "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1"

3. Handle Errors

# Check HTTP status
curl -s -o /dev/null -w "%{http_code}" "https://example.com"

# Timeout after 10 seconds
curl -s --max-time 10 "https://example.com"

# Retry on failure
curl -s --retry 3 "https://example.com"

4. Extract Specific Content

# Get all links
curl -s "https://example.com" | grep -oP 'href="\K[^"]+' | head -20

# Get images
curl -s "https://example.com" | grep -oP 'src="\K[^"]+\.(jpg|png|webp)'

# Get meta description
curl -s "https://example.com" | grep -oP '(?<=<meta name="description" content=")[^"]+'

Integration with OpenClaw

Using web_fetch Tool

// In your agent code
const content = await web_fetch({
  url: "https://example.com/article",
  extractMode: "markdown",  // or "text"
  maxChars: 10000
});

Batch Processing

For multiple URLs, process sequentially with delays:

URL1 → fetch → wait 2s → URL2 → fetch → wait 2s → URL3 → fetch

Common Use Cases

1. Article Summarization

1. Fetch article content
2. Extract main text (remove nav, footer, ads)
3. Generate summary
4. Return with source attribution

2. Product Information

1. Fetch product page
2. Extract: name, price, description, specs
3. Format as structured data
4. Return comparison-ready format

3. Documentation Lookup

1. Fetch docs page
2. Extract relevant section
3. Search for specific topic
4. Return code examples + explanations

Troubleshooting

Related Skills

• BrowserAgent - For interactive/JS-heavy sites
• web_search - For finding URLs before fetching
• coding-agent - For processing extracted data

Security Notes

⚠️ Important:

• Respect robots.txt
• Don't scrape personal data
• Honor copyright/terms of service
• Add delays between requests (2-5s)
• Don't overload servers
• Use official APIs when available