Goal

Help the agent turn an orchestration request into a correct DataKit flow, or debug an existing flow, without drifting into generic Gateway or declarative tool guidance.

Own DataKit reasoning: phase choice, node selection, DAG structure, connection shape, cache or vault requirements, and debug strategy.

Tool Selection

Prefer working from the artifact that already owns the flow: