Getting Started
Overview
Turn AI coding into an engineering process; agents and skills that enforce good software engineering.
Turn AI Coding Into an Engineering Process
Gem Team adds a coordinated engineering workflow to your AI coding tool. Instead of one prompt producing one output, you get a pipeline that plans, builds, reviews, and learns.
What you get
| Capability | What it means |
|---|---|
| Quality by default | TDD, acceptance checks, and risk-based reviews and audits run automatically |
| Smart & efficient | Scoped handoffs, evidence-by-reference, and high cache-hit rates keep token cost proportional to new work |
| Resumable plans | Persistent plan IDs and plan.yaml for MEDIUM/HIGH work; pause, resume, or extend without losing context |
| Failure classification | Every failure routes to the right agent instead of blindly retrying |
| Your tools | Copilot, Claude, Cursor, Codex, Gemini, or Windsurf |
| Continuous learning | Stable patterns become reusable skills; confidence-gated memory retains what works |
How it works
Your Request
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Understand & Plan ← Clarify intent, pick the right approach
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Execute & Verify ← Build with TDD, verify every task, review risky boundaries
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Learn & Improve ← Save patterns, skills, decisions for next time
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Done ← Status report + reusable knowledge
Agent definitions and packaged skills provide the capabilities. The Orchestrator routes work, scopes context, and enforces verification gates.