h-mem

Use when processing conversations to extract reusable knowledge (entities, facts, processes)

Use after completing any task to extract reusable patterns

Use when you've identified a recurring pattern worth abstracting into a skill

Use before starting any task to find relevant skills

Use when an existing skill needs updating based on new evidence

Advanced Python development guidance with focus on architecture, design patterns, code quality, type safety, and modern best practices. Use when designing Python systems, refactoring codebases, implementing complex features, reviewing architecture decisions, applying design patterns, or ensuring code follows best practices for maintainability, testability, and performance.