ai-orchestrator

Multi-agent task routing is automated by distributing tasks based on complexity and cost. This skill coordinates Antigravity native models, Codex CLI, and Claude Code to maximize output quality while maintaining strict budget constraints.

Token budget management is handled by prioritizing cost-effective native models before escalating to paid subscriptions. This approach optimizes token rotation to maximize output quality while maintaining strict budget constraints for complex project lifecycles.

Start a landing page project by describing your new project requirements to initiate the mandatory grill-me protocol. The orchestrator then routes Gemini for research, Claude for architecture, and GPT for code generation within a defined budget.

Human-in-the-loop verification is mandatory for client-facing deliverables. The multi-agent orchestration framework satisfies requirements for structured requirement gathering, model-specific routing, and mandatory human verification before finalizing outputs.

Automated workflow routing applies to complex project lifecycles including CRM funnels and cybersecurity analysis. It coordinates multiple agents to handle diverse tasks while maintaining strict budget constraints across the Antigravity IDE.