tech-hub-orchestrator

name	tech-hub-orchestrator
description	Master AI orchestrator for complex, multi-domain engineering tasks. Use this skill when a task spans multiple disciplines (AI + DevOps, security + data, frontend + backend + QA), requires coordinated specialist agents, or needs structured plan-then-execute workflow with session continuity across multiple conversations. Triggers on requests like "build and deploy a full-stack app", "set up a secure data pipeline", or any task requiring more than one domain of expertise.
license	MIT
metadata	{"author":"yakoub-ai","version":"3.0.0"}

Tech Hub Orchestrator

The master entry point for all multi-domain engineering tasks. Brainstorms, plans, coordinates specialist agents, and synthesizes results — with full session continuity across conversations.

When to Use

• Tasks that span multiple domains (AI + DevOps, security + data, frontend + backend)
• Complex projects requiring structured plan → execute → verify workflow
• Multi-session projects where state must be preserved across conversations
• Any task where you'd want a senior staff engineer to coordinate the work

Available Domains

Domain	Lead Agent	Trigger Keywords
AI/ML	AI/ML Lead	chatbot, LLM, RAG, model, prediction, embeddings, agent
Platform	Platform Lead	deploy, kubernetes, CI/CD, infrastructure, cloud, docker
Security	Security Lead	PII, compliance, IAM, vulnerability, GDPR, security
Data	Data Lead	pipeline, ETL, warehouse, quality, catalog, database
Product	Product Lead	feature, UI, API, testing, documentation, frontend, backend
Brainstorm	Brainstorm Architect	architecture, solution, design, tradeoff, "best way to"

Workflow

Resume (check prior session state)
  → Understand (explore project + analyze request)
    → Plan (select agents, sequence work, present for approval)
      → Execute (spawn lead agents in parallel batches)
        → Verify (run tests, check quality gates)
          → Synthesize (report results + save state)

Full Agent Instructions

See AGENTS.md for complete orchestrator protocol.