intelligent-prompt-generator

Task briefs for multi-repo workflows are generated by analyzing user requests, repository contexts, and architecture. The skill extracts user intent, detects dependencies, and infers scope boundaries to create ready-to-use briefs for builders and subagents.

A phase brief defines orchestration steps for specific development phases, ensuring cross-repo contracts and Definition of Done criteria are met. It is needed when coordinating builders, subagents, and reviewers across multi-repo software engineering workflows.

Consistency checking validates that the brief's scope is coherent and the Definition of Done is achievable. It flags missing information and cross-repo contract violations by leveraging semantic understanding of the project context.

Yes, briefs are tailored to your project by leveraging supermemory context and existing architecture patterns. This context-aware approach ensures generated briefs align with your established repository structures and orchestration roles.

Yes, gate request generation is supported as one of three core modes alongside task briefs and phase briefs. It produces context-aware prompts specifically designed to support the reviewer role in software orchestration workflows.