council-implement

Automate code implementation by executing a development plan sequentially, task by task, matching existing codebase patterns and conventions within your Next.js, tRPC, Prisma, Neon, and Clerk stack to generate verified code.

Task-by-task code generation with expert principles is the process of loading relevant expert reference documents for each specific task and applying those guidelines to write code that adheres to established architectural standards.

Ensure code integrity by running type checking, linting, and existing tests after implementing each task, generating a detailed implementation log to verify adherence to codebase conventions and expert principles.

Yes, you can use this approach with an existing Prisma and Clerk codebase because it operates within a defined stack, prioritizing adherence to established file organization, naming conventions, and minimizing your overall code footprint.

The best way to translate an agile implementation strategy into actual code is to execute the plan sequentially, respecting dependencies while loading reference documents to guide development and verify code quality through testing.

Yes, you need a pre-defined council plan before starting automated code generation because the process executes tasks sequentially from that detailed implementation strategy, respecting dependencies to build the described feature accurately.