#!/usr/bin/env python3
"""
Test script to verify LV tools integration
Run this after restarting Claude Desktop
"""
print("""
š§¬ LV Framework Integration Test Commands
========================================
After restarting Claude Desktop, try these commands to test the LV tools:
1. Test entropy estimation:
```
User: Switch to knowledge graph incarnation
Claude: [switches incarnation]
User: Estimate the entropy of "What is 2+2?"
Claude: [Should show low entropy ~0.1-0.2, precision mode]
User: Estimate the entropy of "Generate creative solutions for sustainable AI development"
Claude: [Should show high entropy ~0.7-0.9, creativity mode]
```
2. Test LV framework:
```
User: Test the LV framework with basic functionality
Claude: [Should run basic LV test and show results]
```
3. Enhance a template:
```
User: Use LV to enhance the FEATURE template for "create an innovative caching system"
Claude: [Should show entropy analysis and enhanced execution]
```
4. Check dashboard:
```
User: Show me the LV ecosystem dashboard
Claude: [Should display performance metrics and status]
```
Integration Notes:
- The LV tools are now part of the knowledge graph incarnation
- They'll automatically appear when you switch to that incarnation
- Each tool has proper type hints and docstrings for MCP
- The tools handle initialization of LV components automatically
Troubleshooting:
- If tools don't appear, check Claude Desktop logs
- Ensure Neo4j is running (the tools need database connection)
- The sentence-transformers dependency might need to be installed
""")
