define

To define deliverables for multi-repo tasks, generate a comprehensive Manifest containing explicit Acceptance Criteria, Invariants, and verifiable methods. This translates raw needs into structured constraints and prescribed validation steps to confirm success.

A deliverables manifest is a structured record of work items constrained by invariants and validated by verification steps. You need this when managing complex, multi-skill tasks requiring explicit risk analysis, domain grounding, and testable acceptance criteria.

Surface latent requirements by applying pre-mortem scenarios and backcasting to proactively identify project risks and domain-grounding needs. This process exposes hidden constraints early, ensuring the final manifest captures comprehensive deliverables and invariants.

Yes, you can use manifest generation for multi-skill scope planning and risk analysis. It applies domain grounding, pre-mortems, and backcasting to complex tasks, ensuring structured deliverables, verifiable constraints, and explicit verification methods for each criterion.

The best way to translate raw needs into testable acceptance criteria is by generating a structured manifest. This defines explicit deliverables, documents constraining invariants, and prescribes verifiable methods to confirm execution success.

The manifest approach is limited if your task lacks raw context or domain grounding inputs. Without providing a task description and context, generating comprehensive deliverables, accurate invariants, and verifiable constraints for complex multi-repo scenarios is not possible.