gsd-ai-integration-phase

An AI design contract is a structured specification document (AI-SPEC.md) that captures framework choices, research guidance, and evaluation strategy. You need it to reduce ambiguity and rework by ensuring consistent design documentation and governance compliance across AI integration projects.

To generate an AI design specification, provide the phase number to the skill. It orchestrates the creation of an AI-SPEC.md file containing objectives, constraints, evaluation metrics, and an implementation plan aligned with official documentation and best practices.

You can use this for both early planning and detailed design reviews. The generated AI-SPEC.md supports scenarios across the entire project lifecycle, ensuring reproducibility and providing a structured design specification for researchers, engineers, and stakeholders.

An AI-SPEC document for evaluation planning should include project objectives, constraints, evaluation metrics, and an implementation plan. It aligns framework selection and evaluation strategy with governance requirements to create a shareable contract for stakeholders.

No specific dependencies are required to produce the AI-SPEC.md. The skill orchestrates the generation of the design specification independently, relying on your phase inputs to align framework selection and evaluation planning with governance best practices.

You should avoid using an automated AI-SPEC generator if your project lacks defined objectives or governance constraints. The tool relies on existing phase parameters to produce structured documentation, so ambiguous inputs will yield incomplete design specifications.