AI Agents
From Idea to Specification: The AI Tool Generator Workflow
Jan 28, 2026 • 6 min read
See how a single sentence turns into a product spec, feature set, tech stack, and implementation plan you can hand to engineers.
The Tool Generator turns a single idea into a complete product spec: target users, core workflows, feature set, and a recommended architecture.
It starts with intent classification — what is the core user outcome? From there it produces a structured requirements document with scope, constraints, and edge cases.
Next, it proposes a stack that matches your priorities. For fast MVPs it recommends modern frameworks and managed services; for enterprise builds it suggests modular components and hardened infra.
The output includes implementation steps: data models, API routes, UI states, and a practical sprint plan so engineers can begin immediately.
It is ideal for founders, product leads, or agencies who need to compress ideation into a ready‑to‑build document without losing technical detail.