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Analysis Module Specification

Overview

Post-simulation analysis and metrics for GNN model execution.

Components

Core

  • processor.py - Analysis processor
  • analyzer.py - Main analyzer
  • post_simulation.py - Post-simulation analysis (1337 lines)

Analysis Types

  • Belief trajectory analysis
  • Action analysis
  • Free energy plots
  • Observation analysis
  • GridWorld GIF animation and manifest generation for current PyMDP, RxInfer.jl, and ActiveInference.jl schemas

Key Exports

from analysis import process_analysis, PostSimulationAnalyzer

Documentation

  • README: Module Overview
  • AGENTS: Agentic Workflows
  • SPEC: Architectural Specification
  • SKILL: Capability API