01Performs 17-channel structural analysis for AI conversations, identifying loops, breakthroughs, and convergence.
02Calculates a Dialectical Health Score (DHS) and detects 8 distinct constellation patterns with recommended agent actions.
03Provides quick health checks, conversation comparison (A/B testing), and longitudinal pattern querying.
04Offers a financial risk overlay for OHLCV data, detecting structural market disorder and recommending exposure adjustments.
05Available as a standalone Python library, REST API, and integrated MCP server for various AI platforms like Claude Desktop.
060 GitHub stars