Hand-rolled Claw (2): The Strategist's Brain — AX Planner & Flow Architect
[!TIP] Objective: Evolve from single-step prompts to a “Plan-Simulate-Execute” closed-loop, introducing YAML-based DAG asynchronous orchestration. 1. From “Chatting” to “Execution”: The AX (Architect-Executive) Paradigm The watershed between a simple Chatbot and an Agent is the ability to decompose vague goals into actionable steps. In VISAGENT, we implemented the AX Planner logic: Architect: Receives requirements and outputs a TODO.json. Execution is forbidden; only planning is allowed. Simulation: Before execution, a “Security Expert” role performs a risk assessment on the plan. Executive: Executes each step via execute_step. This “think before you act” mechanism is easily implemented on any CLI using simple Prompt constraints: ...