Ergonomic improvements for LLM discovery: tiered discovery tools, semantic namin…

…g, and recursive screen resolution

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+arguments=--init-script /home/ean/.local/share/opencode/bin/jdtls/config_linux/org.eclipse.osgi/58/0/.cp/gradle/init/init.gradle
 auto.sync=false
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+connection.project.dir=
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-java.home=/usr/lib/jvm/java-17-openjdk-amd64
+java.home=/usr/lib/jvm/java-21-openjdk-amd64
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+# YouTube Video Content Extractor using Jina.ai
+
+This script demonstrates how to extract YouTube video content using jina.ai summarizer, bypassing YouTube's restrictions on automated access.
+
+## How It Works
+
+Jina.ai provides a free service that can fetch and summarize web pages, including YouTube videos. When you append a YouTube URL to `https://r.jina.ai/http://`, it:
+
+1. Fetches the YouTube page content
+2. Extracts video metadata, description, and available text content
+3. Returns it in clean markdown format
+4. Bypasses YouTube's JavaScript requirements and bot detection
+
+## Usage Examples
+
+### Basic Usage
+```bash
+# Extract video content
+curl "https://r.jina.ai/http://www.youtube.com/watch?v=VIDEO_ID"
+
+# Example with your video
+curl "https://r.jina.ai/http://www.youtube.com/watch?v=Tauucda-NV4"
+```
+
+### Python Script
+```python
+import requests
+import json
+import sys
+
+def extract_youtube_content(video_url):
+    """Extract YouTube video content using jina.ai"""
+    
+    # Remove any existing protocol and add jina.ai prefix
+    clean_url = video_url.replace("https://", "").replace("http://", "")
+    jina_url = f"https://r.jina.ai/http://{clean_url}"
+    
+    try:
+        response = requests.get(jina_url, timeout=30)
+        response.raise_for_status()
+        
+        # Parse the markdown content
+        content = response.text
+        
+        # Extract key information
+        title = extract_title(content)
+        description = extract_description(content)
+        views = extract_views(content)
+        
+        return {
+            'title': title,
+            'description': description, 
+            'views': views,
+            'full_content': content
+        }
+        
+    except Exception as e:
+        return {'error': str(e)}
+
+def extract_title(content):
+    """Extract video title from content"""
+    lines = content.split('\n')
+    for line in lines:
+        if line.strip().startswith('# ') and 'YouTube' not in line:
+            return line.strip('# ').strip()
+    return "Unknown"
+
+def extract_description(content):
+    """Extract video description"""
+    lines = content.split('\n')
+    desc_start = False
+    description = []
+    
+    for line in lines:
+        if 'Description' in line:
+            desc_start = True
+            continue
+        elif desc_start and line.strip():
+            if line.startswith('### ') or line.startswith('['):
+                break
+            description.append(line.strip())
+    
+    return '\n'.join(description)
+
+def extract_views(content):
+    """Extract view count"""
+    import re
+    views_match = re.search(r'(\d+)\s*views', content)
+    return views_match.group(1) if views_match else "Unknown"
+
+# Usage
+if __name__ == "__main__":
+    if len(sys.argv) != 2:
+        print("Usage: python youtube_extractor.py <youtube_url>")
+        sys.exit(1)
+    
+    video_url = sys.argv[1]
+    result = extract_youtube_content(video_url)
+    
+    if 'error' in result:
+        print(f"Error: {result['error']}")
+    else:
+        print(f"Title: {result['title']}")
+        print(f"Views: {result['views']}")
+        print(f"Description:\n{result['description']}")
+```
+
+### Shell Script
+```bash
+#!/bin/bash
+
+# YouTube Content Extractor using Jina.ai
+# Usage: ./extract_youtube.sh <youtube_url>
+
+if [ $# -eq 0 ]; then
+    echo "Usage: $0 <youtube_url>"
+    exit 1
+fi
+
+YOUTUBE_URL="$1"
+JINA_URL="https://r.jina.ai/http://${YOUTUBE_URL#https://}"
+
+echo "Extracting content from: $YOUTUBE_URL"
+echo "========================================"
+
+curl -s "$JINA_URL" | \
+    sed -n '/Description:/,$p' | \
+    head -n -1
+
+echo "========================================"
+```
+
+## Advanced Usage for MCP Integration
+
+### Integration with AI Analysis
+```python
+def analyze_video_with_ai(video_url, ai_client):
+    """Extract video content and analyze with AI"""
+    
+    # Extract content
+    content = extract_youtube_content(video_url)
+    
+    if 'error' in content:
+        return content
+    
+    # Prepare analysis prompt
+    prompt = f"""
+    Analyze this YouTube video content:
+    
+    Title: {content['title']}
+    Description: {content['description']}
+    Views: {content['views']}
+    
+    Provide insights on:
+    1. Main topic/subject
+    2. Key actions demonstrated
+    3. Technical details shown
+    4. Notable results or outcomes
+    """
+    
+    # Send to AI for analysis
+    analysis = ai_client.generate(prompt)
+    
+    return {
+        'video_data': content,
+        'analysis': analysis
+    }
+```
+
+### Batch Processing
+```python
+def process_video_list(video_urls):
+    """Process multiple YouTube videos"""
+    results = []
+    
+    for url in video_urls:
+        print(f"Processing: {url}")
+        result = extract_youtube_content(url)
+        results.append(result)
+        
+        # Rate limiting
+        time.sleep(1)
+    
+    return results
+
+# Example usage
+video_urls = [
+    "https://www.youtube.com/watch?v=Tauucda-NV4",
+    "https://www.youtube.com/watch?v=ANOTHER_VIDEO_ID"
+]
+
+results = process_video_list(video_urls)
+```
+
+## Integration with Moqui MCP
+
+### MCP Service for Video Analysis
+```xml
+<service verb="analyze" noun="YouTubeVideo" authenticate="true">
+    <description>Analyze YouTube video content using jina.ai</description>
+    <in-parameters>
+        <parameter name="videoUrl" required="true" type="String"/>
+    </in-parameters>
+    <out-parameters>
+        <parameter name="analysis" type="Map"/>
+    </out-parameters>
+    <actions>
+        <script><![CDATA[
+            import groovy.json.JsonSlurper
+            import groovy.json.JsonBuilder
+            
+            // Extract content using jina.ai
+            def cleanUrl = videoUrl.replace("https://", "").replace("http://", "")
+            def jinaUrl = "https://r.jina.ai/http://${cleanUrl}"
+            
+            def connection = new URL(jinaUrl).openConnection()
+            def response = connection.inputStream.text
+            
+            // Parse response (simplified)
+            def lines = response.split('\n')
+            def title = "Unknown"
+            def description = ""
+            
+            for (line in lines) {
+                if (line.startsWith('# ') && title == "Unknown") {
+                    title = line.replace('# ', '').replace(' - YouTube', '').trim()
+                }
+                if (line.contains('Description:')) {
+                    // Start collecting description
+                    def descStart = lines.indexOf(line) + 1
+                    description = lines[descStart..-1].join('\n').trim()
+                    break
+                }
+            }
+            
+            analysis = [
+                title: title,
+                description: description,
+                extractedAt: ec.user.nowTimestamp,
+                source: 'jina.ai'
+            ]
+        ]]></script>
+    </actions>
+</service>
+```
+
+## Limitations and Considerations
+
+### What Jina.ai Extracts
+- ✅ Video title and metadata
+- ✅ Video description text
+- ✅ View count and upload date
+- ✅ Channel information
+- ✅ Related videos (titles only)
+
+### What It Doesn't Extract
+- ❌ Actual video content/transcript
+- ❌ Audio from video
+- ❌ Visual frames or screenshots
+- ❌ Comments (requires login)
+
+### Rate Limiting
+- Jina.ai is a free service - implement rate limiting
+- Add delays between requests
+- Cache results when possible
+
+### Error Handling
+- Check for 403 errors (private/deleted videos)
+- Handle network timeouts
+- Validate YouTube URL format
+
+## Security and Privacy
+
+### Data Handling
+- Only processes publicly available YouTube metadata
+- No authentication required
+- Content is extracted via third-party service
+
+### Usage Guidelines
+- Respect YouTube's Terms of Service
+- Don't circumvent paywalls or private content
+- Use for legitimate research/analysis purposes
+
+## Alternative Services
+
+If jina.ai is unavailable, similar services include:
+- `https://r.jina.ai/http://URL` (primary)
+- `https://r.jina.ai/http://URL&format=json` (JSON format)
+- Custom scrapers (more complex)
+
+## Troubleshooting
+
+### Common Issues
+1. **403 Errors**: Video is private or deleted
+2. **Empty Content**: Video has no description
+3. **Rate Limiting**: Too many requests too quickly
+4. **Network Issues**: Connection timeouts
+
+### Debug Mode
+```python
+def debug_extract(video_url):
+    """Debug version with detailed logging"""
+    print(f"Original URL: {video_url}")
+    
+    clean_url = video_url.replace("https://", "").replace("http://", "")
+    jina_url = f"https://r.jina.ai/http://{clean_url}"
+    
+    print(f"Jina URL: {jina_url}")
+    
+    try:
+        response = requests.get(jina_url, timeout=30)
+        print(f"Status Code: {response.status_code}")
+        print(f"Content Length: {len(response.text)}")
+        
+        if response.status_code == 200:
+            print("✅ Success!")
+        else:
+            print("❌ Failed!")
+            
+    except Exception as e:
+        print(f"❌ Exception: {e}")
+```
+
+This approach turns the jina.ai trick into a reusable skill for extracting YouTube video metadata and descriptions for analysis, documentation, or integration with other systems.
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