gstack-workflow

An AI-driven structured development workflow coordinates specialist AI roles across sprint phases—Think, Plan, Build, Review, Test, Ship, and Reflect—to guide end-to-end software delivery with structured handoffs and safety governance.

You coordinate AI-assisted development by applying a sprint-like workflow with seven enforced phases, using role-specific prompts and checkpoints that feed downstream skills for deliberate collaboration and high-quality outcomes.

Yes, this workflow supports complex projects requiring design, engineering, and product alignment by organizing 18 specialist roles into a coherent sprint with structured prompts and cross-skill integration.

The best way to start a sprint-like AI development workflow is to kick off the Think phase with assigned roles, triggering structured activations that feed downstream skills for planning, building, and reviewing.

No external dependencies are required to run this AI team workflow; it operates independently by enforcing workflow phases, role-specific prompts, and safety governance to guide collaboration.

You should not use a structured AI development workflow for simple tasks that do not require the full sprint cycle of Thinking, Planning, Building, Reviewing, Testing, Shipping, and Reflecting, as the overhead outweighs the benefits.