skill
occupation
description
updated
formulate-abstractions
software-developers
Formulate clear semantic abstractions from desired behavior before committing to implementation. Use when designing or revising terminology, entities, boundaries, responsibilities, relationships, high-level architecture, or a plan whose foundational shapes…
Aug 6, 2026
refine
software-quality-assurance-analysts-and-testers
Refine changes to ensure correctness and high code quality
Jul 27, 2026