Search Results: hitl-workflows

ns-multi-agent-architect

(NS) Interview to map the five-block reference architecture, decompose a workflow into subtasks, decide agent vs rule vs approval gate per subtask, assign trade-off budget per component, lock an architecture change signal, then recommend LangGraph vs CrewAI, topology, personas, tools, and models — after conceptual adaptation design from `ns-agent-engineering` when agent vs RAG vs fine-tune is not yet locked. Use when building multi-agent systems, choosing LangGraph/CrewAI, designing crews/graphs, HITL workflows, "agents working together", producing official architecture decision records, or reverse-documenting an agent that already exists. Do NOT use for conceptual Prompt/RAG/Agent/Fine-Tune ladder (`ns-agent-engineering`), general app requirements (`/ns-spec-driven` Clarify), or coding without architecture intent.