Searching protocol for "refinement types"
Generalize constraints across paths.
Verify code with precise type predicates.
Implement GADTs for type-safe data structures.
Stop active refine loops by clearing their state.
Refine code for clarity and maintainability.
Master Zod validation for safer TS schemas.
Automates iterative code review and fixes.
Master Zod patterns for robust validation.
Prove software correctness with F*.
Zod v4 patterns for robust TS validation
Refine vague prompts into precise prompts.
Refine Python code for clarity and maintainability.