rai-project-onboard

To generate governance documentation for an existing repository, run rai init --detect then execute the onboarding process. This automatically discovers project conventions, fills six governance templates, and builds a searchable knowledge graph.

A 4-dimensional coverage gate validates repository readiness by enforcing standards across governance, module coverage, doc coverage, and traceability. It ensures brownfield projects have consistent, parser-friendly governance before completing the onboarding process.

Discover project conventions in a brownfield codebase by running automated discovery. This detects modules, extracts existing docs, and merges detected conventions into guardrails while building a searchable knowledge graph for future AI sessions.

Yes, you can onboard a microservice repo without manual audit by running automated discovery and gap analysis. The process identifies missing governance artifacts and generates vision, PRD, guardrails, backlog, system-context, and system-design documents automatically.

Preparing a codebase for AI sessions requires six governance files: vision, PRD, guardrails, backlog, system-context, and system-design. These documents are generated automatically by merging detected conventions into guardrail templates.

Project onboarding fails the coverage gate when repositories lack required governance artifacts and traceability. Automated discovery identifies documentation gaps, generates missing governance templates, and validates 4-dimensional coverage to ensure readiness.