cascade-orchestratorlisted

# Cascade Orchestrator (Enhanced) ## Overview Manages workflows (cascades) that coordinate multiple micro-skills into cohesive processes. This enhanced version integrates Codex sandbox iteration, multi-model routing, ruv-swarm coordination, and memory persistence across stages. ## Philosophy: Composable Excellence Complex capabilities emerge from composing simple, well-defined components. **Enhanced Capabilities**: - **Codex Sandbox Iteration**: Auto-fix failures in isolated environment (from audit-pipeline) - **Multi-Model Routing**: Use Gemini/Codex based on stage requirements - **Swarm Coordination**: Parallel execution via ruv-swarm MCP - **Memory Persistence**: Maintain context across stages - **GitHub Integration**: CI/CD pipeline automation **Key Principles**: 1. Separation of concerns (micro-skills execute, cascades coordinate) 2. Reusability through composition 3. Flexible orchestration patterns 4. Declarative workflow definition 5. Intelligent model selection ## Cascade Architecture (Enhanced) ### Definition Layer **Extended Stage Types**: ```yaml stages: - type: sequential # One after another - type: parallel # Simultaneous execution - type: conditional # Based on runtime conditions - type: codex-sandbox # NEW: Iterative testing with auto-fix - type: multi-model # NEW: Intelligent AI routing - type: swarm-parallel # NEW: Coordinated via ruv-swarm ``` **Enhanced Data Flow**: ```yaml data_flow: - stage_output: previous stage re