💎 Gemstack

The high-velocity AI agent orchestration framework, natively optimized for Antigravity.

🚀 Gemstack 2.0: The Antigravity Release

Gemstack has evolved. Version 2.0 is a fundamental architectural shift that moves beyond simple prompt-stitching into Native Agentic Orchestration. It is designed specifically to harness the full power of the Antigravity (agy) CLI.

What makes 2.0 different?

• 🧠 XML-Structured Mindsets: Every expert role (Architect, SDET, DevOps, etc.) now uses a high-precision XML-tagged mindset. This ensures perfect instruction following and eliminates "Logic Drift" when working with Gemini 1.5 Pro and 2.0.
• 🤖 Autonomous Subagents: Roles are now Subagent-Aware. The framework no longer just tells the AI what to do; it gives the AI the tools to delegate. The Architect can now autonomously spawn a Security subagent to audit a schema before it ever reaches your codebase.
• 📊 Native Artifact Integration: We've deprecated manual planning files in favor of native Antigravity artifacts. IMPLEMENTATION_PLAN.md, task.md, and walkthrough.md are now the living, breathing heart of your project, providing real-time visual progress tracking.
• 📐 Modern Topology Guardrails: Topologies have been refreshed for the 2025 stack.
  • Backend: Drizzle ORM + Playwright integration.
  • Frontend: Next.js 15 Server Components & Server Actions.
  • Infrastructure: Proxmox/LXC resource limits and Caddy DNS-01 automation.
• 🔍 Deterministic Phase Routing: The new agy routing engine replaces the old status-file check with a high-fidelity artifact monitor, ensuring you never skip a step in the lifecycle.

🏗️ The 5-Step Lifecycle

Gemstack enforces a rigorous, contract-driven engineering process:

1. Step 1: Spec → Define the feature, design UX, and lock in executable contracts (Architect).
2. Step 2: Trap → Write failing automated tests that "trap" the requirement before coding (SDET).
3. Step 3: Build → Implement the logic until the "traps" pass (Principal Engineers).
4. Step 4: Audit → Security, performance, and accessibility review (Security Engineer).
5. Step 5: Ship → Deployment, infrastructure provisioning, and post-flight checks (DevOps Engineer).

📦 Installation

# Recommended: Install everything (AI, MCP, TUI)
pipx install "gemstack[all]"

# Or via uv (fastest)
uv tool install "gemstack[all]"

📖 Documentation

• Getting Started — From zero to your first v2.0 workflow.
• The 5-Step Lifecycle — How the orchestration engine works.
• Topology Guardrails — Domain-specific rules for every project type.
• MCP Server & IDE Integration — Connecting Gemstack to Cursor and Claude.

🤝 Contributing

We welcome contributions! Please see CONTRIBUTING.md for our v2.0 XML prompting standards and development guidelines.

⚖️ License

Apache 2.0. See LICENSE for details.