What problem does it solve? Codex-flow duplicates thousands of lines of orchestration logic (swarm coordination, agent management, task scheduling) that already exist in agentic-flow@alpha, creating maintenance burden and missing out on upstream performance features like Flash Attention and AgentDB. ## Core Features & Use Cases - Adapter Layer Migration: Extends agentic-flow@alpha Agent classes with backward-compatible wrappers, replacing SwarmCoordinator, AgentManager, and TaskScheduler implementations. - Feature Integration: Wires in SONA learning modes, Flash Attention (2.49x-7.47x speedup), AgentDB HNSW search (150x-12,500x), and 213 MCP tools with 19 hook types. - Phased Migration with Parity Validation: Runs dual-operation mode, migrates feature-by-feature with parity checks, then removes 10,000+ deprecated lines. - Use Case: A team maintaining a Claude-flow fork wants to cut its orchestration codebase from 15,000+ lines to under 5,000 by delegating swarm, agent, and task logic to agentic-flow@alpha while keeping v2 APIs working. ## Quick Start Ask the agent to design the agentic-flow@alpha adapter layer and plan the phased migration of swarm coordination, agent management, and task execution.