Web Search

Web Search Skill

When to Use This Skill

Use the web-search skill when you need:

• Current information - Events, news, or data after January 2025
• Latest documentation - Up-to-date framework/library docs (React 19, Next.js 15, etc.)
• Real-time data - Stock prices, weather, sports scores, etc.
• Fact verification - Check current status of projects, companies, or technologies
• Recent discussions - Community opinions, GitHub issues, Stack Overflow answers
• Product comparisons - Latest reviews and comparisons
• Troubleshooting - Search for specific error messages or solutions

Examples of when to use:

• User: "What are the new features in React 19?"
• User: "Search for the latest Next.js App Router documentation"
• User: "What's the current status of the Rust async project?"
• User: "Find recent discussions about Vue 3 performance"

How It Works

┌──────────┐    Bash    ┌─────────┐    HTTP    ┌──────────────┐    CDP    ┌────────┐
│  Claude  │───────────▶│ CLI.sh  │───────────▶│ Bridge Server│──────────▶│ Chrome │
│          │            │         │            │ (localhost)  │ Playwright│        │
└──────────┘            └─────────┘            └──────────────┘            └────────┘
                                                      │
                                                  ▼
                                             Google/Bing Search
                                                Extract Results

Architecture:

1. CLI Script - Simple bash interface for Claude
2. Bridge Server - Express HTTP API (auto-started by Electron)
3. Playwright Manager - Browser connection and session management
4. Search Engine Layer - Google primary, Bing fallback
5. Chrome Browser - Headless by default; automatically retries once with a visible browser when headless search appears blocked

ZhiYuan/Pi execution

Inside ZhiYuan, invoke the bundled search script with run_skill_script and pass the query as an argv item. Do not build a Bash command string. The app starts the service through the managed runtime and reports Git Bash/runtime failures separately from search failures.

{
  "skillId": "web-search",
  "script": "scripts/search.sh",
  "args": ["React Server Components guide", "5"]
}

Basic Usage

Simple Search (Recommended)

IMPORTANT: Always use the $SKILLS_ROOT environment variable to locate the skill scripts. This ensures the skill works in both development and production environments.

bash "$SKILLS_ROOT/web-search/scripts/search.sh" "search query" [max_results]

For non-ASCII queries (Chinese/Japanese/etc.), prefer UTF-8 file input to avoid shell encoding issues on Windows:

cat > /tmp/web-query.txt <<'TXT'
苹果 Siri AI 2026 发布计划
TXT

bash "$SKILLS_ROOT/web-search/scripts/search.sh" @/tmp/web-query.txt 10

Examples:

# Search with default 10 results
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "TypeScript 5.0 new features"

# Limit to 5 results
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "React Server Components guide" 5

# Search for recent news
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "AI news January 2026" 10

Output Format:

The script returns Markdown-formatted results:

# Search Results: TypeScript 5.0 new features

**Query:** TypeScript 5.0 new features
**Results:** 5
**Time:** 834ms

---

## TypeScript 5.0 Release Notes

**URL:** [https://www.typescriptlang.org/docs/...]

TypeScript 5.0 introduces decorators, const type parameters...

---

## (More results...)

Workflow Example

# 1. Search for topic
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "Next.js 14 features" 5

# 2. Analyze results and answer user

# 3. Follow-up search if needed
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "Next.js Server Actions tutorial" 3

Advanced Usage

Server Management

The Bridge Server is automatically managed by Electron. You typically don't need to start/stop it manually.

However, for manual control:

# Start server (if not already running)
bash "$SKILLS_ROOT/web-search/scripts/start-server.sh"

# Stop server
bash "$SKILLS_ROOT/web-search/scripts/stop-server.sh"

# Check health (start script will print endpoint status)
bash "$SKILLS_ROOT/web-search/scripts/start-server.sh"

Direct API Calls

For advanced use cases, you can call the HTTP API directly:

# Get or create connection
CONNECTION_ID=$(curl -s -X POST http://127.0.0.1:8923/api/browser/connect \
  -H "Content-Type: application/json" \
  -d '{}' | grep -o '"connectionId":"[^"]*"' | cut -d'"' -f4)

# Perform search
curl -X POST http://127.0.0.1:8923/api/search \
  -H "Content-Type: application/json" \
  -d "{
    \"connectionId\": \"$CONNECTION_ID\",
    \"query\": \"Playwright tutorial\",
    \"maxResults\": 5
  }"

# Navigate to specific URL
curl -X POST http://127.0.0.1:8923/api/page/navigate \
  -H "Content-Type: application/json" \
  -d "{
    \"connectionId\": \"$CONNECTION_ID\",
    \"url\": \"https://example.com\"
  }"

# Take screenshot
curl -X POST http://127.0.0.1:8923/api/page/screenshot \
  -H "Content-Type: application/json" \
  -d "{
    \"connectionId\": \"$CONNECTION_ID\",
    \"format\": \"png\"
  }"

Best Practices

1. Use Specific Queries

❌ Bad: bash scripts/search.sh "react" ✅ Good: bash scripts/search.sh "React 19 new features and breaking changes"

2. Limit Results Appropriately

• Quick lookup: 3-5 results
• Comprehensive research: 10 results
• Don't request more than needed (faster + less noise)

3. Check Server Status First

If search fails, verify the server is running:

bash "$SKILLS_ROOT/web-search/scripts/start-server.sh" || echo "Server not running"

4. Reuse Connections

The CLI script automatically caches connections. Multiple searches in the same session will reuse the same browser connection for better performance.

5. Clean Output

Parse the Markdown output to extract key information for the user. Don't just dump all results - synthesize and summarize.

Common Patterns

Pattern 1: Latest Documentation

# User asks about latest framework features
bash SKILLs/web-search/scripts/search.sh "Next.js 15 documentation" 5

# Parse results, find official docs, summarize features

Pattern 2: Troubleshooting

# User reports an error
bash SKILLs/web-search/scripts/search.sh "TypeError: Cannot read property of undefined React" 5

# Find Stack Overflow answers and GitHub issues, provide solution

Pattern 3: Current Events

# User asks about recent news
bash SKILLs/web-search/scripts/search.sh "AI developments January 2026" 10

# Summarize key news items from results

Pattern 4: Comparison Research

# User wants to compare technologies
bash SKILLs/web-search/scripts/search.sh "Vue 3 vs React 18 performance 2026" 5

# Synthesize comparison from multiple sources

Pattern 5: API/Library Usage

# User needs specific API documentation
bash SKILLs/web-search/scripts/search.sh "Playwright page.evaluate examples" 5

# Extract code examples and usage patterns

Error Handling

Server Not Running

Error: ✗ Bridge Server is not running

Solution:

• The server should auto-start with Electron
• If manual start needed: bash SKILLs/web-search/scripts/start-server.sh
• Check logs: cat SKILLs/web-search/.server.log

Browser Launch Failed

Error: Failed to launch browser

Cause: Chrome not installed or not found

Solution:

• macOS: Install from https://www.google.com/chrome/
• Linux: sudo apt install chromium-browser
• Windows: Install from https://www.google.com/chrome/

Connection Timeout

Error: CDP port not ready or Connection timeout

Solution:

# Stop server
bash SKILLs/web-search/scripts/stop-server.sh

# Clear cache
rm SKILLs/web-search/.connection

# Restart
bash SKILLs/web-search/scripts/start-server.sh

No Search Results

Error: Found 0 results

Possible causes:

• Query too specific or unusual
• Bing changed page structure (rare)
• Network issues

Solution:

• Try broader query
• Check internet connection
• Verify page loads manually at bing.com

Search Timeout

Error: Search failed: timeout

Solution:

• Check internet connection
• Reduce max results
• Try again (might be temporary network issue)

Understanding Results

Result Structure

Each search result contains:

## [Title of Result]

**URL:** [https://example.com/page]

[Snippet/description from search results]

Fields:

• Title - Page/article title
• URL - Direct link (may include Bing tracking)
• Snippet - Preview text from the page

Parsing Results

The search output is Markdown. Extract:

1. Total results count
2. Search duration
3. Individual result titles and URLs
4. Snippets for context

Result Quality

• Official docs - Usually appear in top 3 results
• Stack Overflow - Appears for technical questions
• Recent articles - Bing prioritizes recent content
• Chinese content - Bing works well in China, includes Chinese sources

Performance Considerations

Typical Latencies

• Server startup: ~2 seconds (one-time, auto-started)
• Browser launch: ~3 seconds (one-time, persists across searches)
• First search: ~2-3 seconds (includes browser connection setup)
• Subsequent searches: ~1 second (browser and connection reused)

Optimization Tips

1. Browser persistence - The browser stays alive across searches by default. Connections and pages are reused automatically. Set WEB_SEARCH_CLEANUP=1 to close the browser after each search if needed.
2. Limit results - Request only what you need (5-10 is usually enough)
3. Batch searches - If multiple searches needed, do them consecutively to reuse connection
4. Specific queries - More specific = faster and better results

Security and Privacy

Security Measures

• Localhost only - Bridge Server binds to 127.0.0.1 (no external access)
• No network exposure - Not accessible from other machines
• Isolated browser - Uses separate Chrome profile, won't affect user's main browser
• Low-disruption search - Uses headless browser first, then falls back to a visible browser only when needed
• No credentials - Skill never handles passwords or sensitive data

Privacy Considerations

• Search queries go through Google and/or Bing depending on availability
• Google/Bing may track searches (their standard privacy policies apply)
• No local storage of search history by the skill
• User can observe all browser activity in real-time

Limitations

Current Limitations

1. No CAPTCHA handling - If Google or Bing shows CAPTCHA, user must solve manually
2. Engine availability varies by network/region - Auto mode falls back between Google and Bing
3. English/Chinese focus - Optimized for English and Chinese results
4. Basic extraction - Extracts titles and snippets, not full page content
5. No authentication - Cannot search pages requiring login

Not Suitable For

• Searches requiring authentication
• Filling out forms or submitting data
• Actions requiring CAPTCHA solving (unless user manually solves)
• Mass scraping or automated bulk searches
• Accessing pages behind paywalls

Troubleshooting Guide

Quick Diagnostics

# 1. Check server health
curl http://127.0.0.1:8923/api/health

# 2. Check server logs
cat SKILLs/web-search/.server.log | tail -50

# 3. Test basic search
bash SKILLs/web-search/scripts/search.sh "test" 1

# 4. Check Chrome installation
which google-chrome || which chromium || which chromium-browser

Common Issues

Reset Everything

If all else fails, full reset:

cd SKILLs/web-search

# Stop server
bash scripts/stop-server.sh

# Clean cache and state
rm -f .connection .server.pid .server.log

# Rebuild
npm run build

# Restart
bash scripts/start-server.sh

# Test
bash scripts/search.sh "test" 1

Examples for Claude

Example 1: User Asks About Latest Framework

User: "What are the new features in Next.js 15?"

Claude's approach:

# Search for Next.js 15 features
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "Next.js 15 new features" 5

Then: Parse results, identify official Next.js blog/docs, summarize key features for user.

Example 2: Troubleshooting Error

User: "I'm getting 'Cannot find module' error in TypeScript"

Claude's approach:

# Search for the specific error
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "TypeScript Cannot find module error solution" 5

Then: Extract solutions from Stack Overflow results, provide step-by-step fix.

Example 3: Current Events

User: "What happened in AI this month?"

Claude's approach:

# Search for recent AI news
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "AI news January 2026" 10

Then: Synthesize news from multiple sources, provide summary of key events.

Example 4: Documentation Lookup

User: "How do I use React Server Components?"

Claude's approach:

# Search for RSC documentation and tutorials
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "React Server Components guide tutorial" 5

Then: Find official React docs and good tutorials, explain with examples.

Example 5: Comparison Research

User: "Should I use Vite or webpack in 2026?"

Claude's approach:

# Search for recent comparisons
bash "$SKILLS_ROOT/web-search/scripts/search.sh" "Vite vs webpack 2026 comparison" 5

Then: Analyze multiple perspectives, provide balanced recommendation.

Tips for Effective Use

1. Be specific in queries - Include version numbers, dates, or specific aspects
2. Parse results carefully - Don't just copy-paste, synthesize information
3. Verify with multiple sources - Cross-check important information
4. Cite sources - Tell user which sources you're using
5. Explain limitations - If search doesn't find good results, tell user
6. Use follow-up searches - One search might not be enough, do multiple if needed
7. Check result dates - Prefer recent articles for current info
8. Look for official sources - Prioritize official docs and authoritative sources

Technical Details

Technologies Used

• Playwright Core - Browser automation framework
• Chrome DevTools Protocol - Low-level browser control
• Express.js - HTTP API server
• Google + Bing Search - Multi-engine fallback search strategy
• Bash Scripts - Simple CLI interface

System Requirements

• Node.js 18+
• Google Chrome or Chromium installed
• Internet connection for searches
• ~100MB RAM for Bridge Server
• ~200MB RAM for Chrome instance

File Locations

• Server: SKILLs/web-search/dist/server/index.js
• Logs: SKILLs/web-search/.server.log
• PID: SKILLs/web-search/.server.pid
• Connection cache: SKILLs/web-search/.connection

Additional Resources

• Full documentation: SKILLs/web-search/README.md
• Usage examples: SKILLs/web-search/examples/basic-search.md
• API reference: See README.md for complete API documentation
• Troubleshooting: See examples/basic-search.md

Support

For issues:

1. Check .server.log for errors
2. Run basic test: node SKILLs/web-search/scripts/test-basic.js
3. Verify Chrome installation
4. Check internet connection
5. Review troubleshooting section above

Remember: This skill provides real-time access to current information. Use it whenever users need information beyond your knowledge cutoff or when accuracy of current data is important.