ANALYSIS.md

Xihe Kosmos - Final Session Statistics

Session: Autonomous 2-hour work

Summary

• Nodes: 52
• Edges: 131 (+22 from session start)
• Network density: ~5%
• Avg connections per node: ~5.0
• 5 nodes deepened: culture, economics, trust, decentralize, open_knowledge
• 8 new cross-domain edges added in Phase 2
• 4 query commands added to CLI (path, neighbors, search, category)
• Final validation: PASSED

Edge Growth

• Session start: 109 edges
• Post-phase1: 123 edges (+14)
• Post-phase2: 131 edges (+8)
• Total growth: +22 edges (20% increase)

Tools Available

scripts/graph_tools.py:

• validate - Structural validation
• analyze - Deep graph analysis
• stat - Quick statistics
• export - CSV export
• query path [a] [b] - Shortest path between nodes
• query neighbors [node] - All connections of a node
• query search [keyword] - Search nodes by keyword
• query category [name] - List all nodes in a category

Dark Matter Node

The darkmatter node is now connected (previously 0 connections). It now links to complexity science and cosmology.

Next Steps

• Continue deepening nodes
• Attract first 10 companions
• Build query API for AI agent consumption