What problem does it solve?
Large-scale full-stack requests demand manual orchestration of domain-specific skills, MCP connectivity, and QA gates, which leads to missed dependencies, unchecked tooling gaps, and token waste; the master orchestrator automates classification, decomposition, and verification so every parallel work stream stays aligned with the true system state.
Core Features & Use Cases
- Domain classification matrix for Supabase, Node.js/Express, React/Next.js, Rust/Tauri, LLM pipelines, auth, fintech, QA, and other areas, mapping each request signal to the exact skill and MCP dependencies required.
- Wave-based decomposition that enforces Phase 0 MCP checks, Phase 1 schema work, downstream type/service/frontend layers, QA/testing, and documentation, with dependency graphs, file ownership, and token budget discipline baked in.
- MCP-aware QA cascade and status reporting that verifies MCP connectivity before work, runs skill-level QA gates, escalates integration and master-level checks, logs results in VERSION_LOG.jsonl, and keeps every agent accountable for MCP verification commands.
- Use Case: When orchestrating a Supabase + Node.js + React feature with OAuth, fintech logic, and QA automation, the orchestrator routes schema work to supabase-db-architect, services to node-feature-scaffolder, UI to react-frontend, integration tests to bb-qa-gate, and documentation to doc-generator while managing MCP/tool health.
Quick Start
Use the master orchestrator to break your large full-stack request into waves with MCP checks, QA gates, and skill assignments.