SPEC.md

Execute Module Specification

Overview

GNN model execution across multiple frameworks.

Components

Core

• processor.py - Execution processor (1380 lines)

Framework Runners

• jax/ - JAX execution
• pymdp/ - PyMDP execution
• numpy/ - NumPy execution

Execution Modes

• Single model execution
• Batch execution
• Framework-specific execution
• Local script-level worker execution via execution_workers
• Optional Ray/Dask dispatch via distributed and backend

Key Exports

from execute import process_execute, ExecutionResult

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Documentation

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