gsd-ai-integration-phase

An AI design contract defines the scope and expectations for an AI system phase. You need an AI design contract before implementation starts to plan framework selection, research documentation, and validate evaluation strategies.

To generate an AI-SPEC.md, prompt the assistant with your next AI phase and include the phase number. It coordinates framework selection, domain research, and evaluation planning sequentially to produce the design contract.

Yes, this workflow orchestration supports multi-agent evaluation strategy planning. It preserves workflow gates and handles phase-aware orchestration to design an evaluation strategy for end-to-end AI delivery.

No, the AI-SPEC generation does not require a pre-selected AI framework. It supports phase-aware handling of optional or auto-detected inputs, allowing framework selection to occur during the guided research flow.

The best way to structure domain research is through a guided sequence that coordinates framework selection, documentation research, and domain research to produce a reliable AI implementation plan for decision-support features.

Phase-aware handling manages optional inputs by auto-detecting missing information during AI design contract generation. It preserves structured workflow gates to ensure multi-agent orchestration remains reliable across different phases.