Standards-based SDLC artifact generation and maintenance for dark-factory projects. Use to create or update BRD, SRS, NFR catalog, HLD, LLD, ADRs, MDA CIM/PIM/PSM models, DDD maps, test plans, traceability matrices, release notes, runbooks, incident guides, maintenance guides, and quality certificates.