impl

To implement code from architectural designs, this Skill translates your designs and product requirements into functional code, writes unit tests, and validates the output against your project conventions.

Yes, you can use test-driven development workflows to write and refine code. This Skill facilitates a disciplined TDD cycle by enabling you to write tests before implementation and then generating the matching code.

Code review for refining existing software implementations works by evaluating your codebase for quality, adherence to architectural standards, and potential improvements, then applying refactoring to ensure structural integrity.

Yes, you need predefined user stories or architectural designs to start code generation. The implementation process uses context sharding to focus on specific tasks, requiring structured story files as input to produce functional code.

The best way to ensure new code adheres to project conventions is to use an implementation tool that performs self-reviews and validates generated code against your established architectural guidelines and standards.

Automated code generation for complex architectural designs is limited by the clarity of your input requirements; it requires well-defined shards and architectural designs to successfully validate code against project conventions without missing structural context.