What problem does it solve?
Eliminate fragmented, single-pass AI attempts by providing a single, proactive orchestrator that drives design, build, review, and optional Azure provisioning through validated handoffs and persistent saves to ensure traceability and resumeability.
Core Features & Use Cases
- Unified Orchestration: Route user requests through design (commander), build (build-management), review (code-chief), and optional Azure provisioning (azure-provisioner) with a single entry point.
- Gatekeeper-Mediated Handoffs: Enforce cross-pipeline validation using gatekeeper-admiral with deterministic submission_id, max revision cycles, and clear escalation paths.
- Persistence & Resume: Create and manage skillset-saves run directories,
_state.md and _lock.md, and support resume, idempotency, and degradation tiers when context or saves are constrained.
- Adaptive Partial Pipelines: Run full pipelines, subsets, or standalone sub-orchestrators while writing skip records and standalone context for safe downstream assumptions.
Quick Start
Ask admiral to "run the full pipeline for a REST API task manager, include Azure deployment, and persist progress for resume."