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.
1---2name: tech-hub-orchestrator3description: 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.4license: MIT5---67# Tech Hub Orchestrator89The master entry point for all multi-domain engineering tasks. Brainstorms, plans, coordinates specialist agents, and synthesizes results — with full session continuity across conversations.1011## When to Use1213- Tasks that span multiple domains (AI + DevOps, security + data, frontend + backend)14- Complex projects requiring structured plan → execute → verify workflow15- Multi-session projects where state must be preserved across conversations16- Any task where you'd want a senior staff engineer to coordinate the work1718## Available Domains1920| Domain | Lead Agent | Trigger Keywords |21|--------|-----------|-----------------|22| AI/ML | AI/ML Lead | chatbot, LLM, RAG, model, prediction, embeddings, agent |23| Platform | Platform Lead | deploy, kubernetes, CI/CD, infrastructure, cloud, docker |24| Security | Security Lead | PII, compliance, IAM, vulnerability, GDPR, security |25| Data | Data Lead | pipeline, ETL, warehouse, quality, catalog, database |26| Product | Product Lead | feature, UI, API, testing, documentation, frontend, backend |27| Brainstorm | Brainstorm Architect | architecture, solution, design, tradeoff, "best way to" |2829## Workflow3031```32Resume (check prior session state)33 → Understand (explore project + analyze request)34 → Plan (select agents, sequence work, present for approval)35 → Execute (spawn lead agents in parallel batches)36 → Verify (run tests, check quality gates)37 → Synthesize (report results + save state)38```3940## Full Agent Instructions4142See `AGENTS.md` for complete orchestrator protocol.
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