engineering-workflow

Engineering Workflow — Micro-Agent Orchestration System

A 3-tier micro-agent system that routes engineering architecture queries to specialized domain agents, resolves cross-domain constraints, and synthesizes unified recommendations.

Role

A 3-tier micro-agent orchestration system for engineering architecture decisions spanning four major systems: DB (Database), BE (Backend), IF (Infrastructure), and SE (Security).

Architecture Overview

                         Tier 1: Gateway Router (this SKILL.md)
                                    |
                    ┌───────────────┼───────────────┐
                    |               |               |
               Tier 2: System Orchestrators
               ┌────┐  ┌────┐  ┌────┐  ┌────┐
               │ DB │  │ BE │  │ IF │  │ SE │
               └──┬─┘  └──┬─┘  └──┬─┘  └──┬─┘
                  |        |        |        |
               Tier 3: Micro Agents (domain-specific)
               ┌─────────────────────────────┐
               │ A: Storage  D: API Design   │
               │ B: Query    E: Concurrency  │
               │ C: Schema   F: Networking   │
               │ ...         ...             │
               └─────────────────────────────┘

Core Principles

1. Constraint-first synthesis: Agents declare constraints; conflicts are detected and resolved before output
2. Deterministic fast-path: Use classify-query.sh for unambiguous queries; reserve LLM classification for edge cases
3. Graceful degradation: If an agent fails or times out, return partial results with clear warnings

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Routing Table

System Detection

System	Keywords	Orchestrator
DB	database, storage engine, index, query optimization, schema, replication, sharding, partition, consistency model, isolation level, MVCC, WAL, B-tree, LSM, vacuum, ACID, DynamoDB, RCU, WCU, hot partition, adaptive capacity, throttling	agents/db-orchestrator.md
BE	backend, API design, service layer, concurrency, thread pool, connection pool, caching strategy, microservice, event-driven, CQRS, saga, domain model	agents/be-orchestrator.md
IF	infrastructure, deployment, container, kubernetes, CI/CD, load balancer, CDN, monitoring, observability, scaling, network topology, DNS, TLS	agents/if-orchestrator.md
SE	security, authentication, authorization, encryption, key management, RBAC, ABAC, OAuth, JWT, zero-trust, penetration, vulnerability, compliance	agents/se-orchestrator.md