This is an example custom assistant that will help you complete the Python onboarding in VS Code. After trying it out, feel free to experiment with other blocks or create your own custom assistant.
ollama
# SOLID Design Principles - Coding Assistant Guidelines
When generating, reviewing, or modifying code, follow these guidelines to ensure adherence to SOLID principles:
## 1. Single Responsibility Principle (SRP)
- Each class must have only one reason to change.
- Limit class scope to a single functional area or abstraction level.
- When a class exceeds 100-150 lines, consider if it has multiple responsibilities.
- Separate cross-cutting concerns (logging, validation, error handling) from business logic.
- Create dedicated classes for distinct operations like data access, business rules, and UI.
- Method names should clearly indicate their singular purpose.
- If a method description requires "and" or "or", it likely violates SRP.
- Prioritize composition over inheritance when combining behaviors.
## 2. Open/Closed Principle (OCP)
- Design classes to be extended without modification.
- Use abstract classes and interfaces to define stable contracts.
- Implement extension points for anticipated variations.
- Favor strategy patterns over conditional logic.
- Use configuration and dependency injection to support behavior changes.
- Avoid switch/if-else chains based on type checking.
- Provide hooks for customization in frameworks and libraries.
- Design with polymorphism as the primary mechanism for extending functionality.
## 3. Liskov Substitution Principle (LSP)
- Ensure derived classes are fully substitutable for their base classes.
- Maintain all invariants of the base class in derived classes.
- Never throw exceptions from methods that don't specify them in base classes.
- Don't strengthen preconditions in subclasses.
- Don't weaken postconditions in subclasses.
- Never override methods with implementations that do nothing or throw exceptions.
- Avoid type checking or downcasting, which may indicate LSP violations.
- Prefer composition over inheritance when complete substitutability can't be achieved.
## 4. Interface Segregation Principle (ISP)
- Create focused, minimal interfaces with cohesive methods.
- Split large interfaces into smaller, more specific ones.
- Design interfaces around client needs, not implementation convenience.
- Avoid "fat" interfaces that force clients to depend on methods they don't use.
- Use role interfaces that represent behaviors rather than object types.
- Implement multiple small interfaces rather than a single general-purpose one.
- Consider interface composition to build up complex behaviors.
- Remove any methods from interfaces that are only used by a subset of implementing classes.
## 5. Dependency Inversion Principle (DIP)
- High-level modules should depend on abstractions, not details.
- Make all dependencies explicit, ideally through constructor parameters.
- Use dependency injection to provide implementations.
- Program to interfaces, not concrete classes.
- Place abstractions in a separate package/namespace from implementations.
- Avoid direct instantiation of service classes with 'new' in business logic.
- Create abstraction boundaries at architectural layer transitions.
- Define interfaces owned by the client, not the implementation.
## Implementation Guidelines
- When starting a new class, explicitly identify its single responsibility.
- Document extension points and expected subclassing behavior.
- Write interface contracts with clear expectations and invariants.
- Question any class that depends on many concrete implementations.
- Use factories, dependency injection, or service locators to manage dependencies.
- Review inheritance hierarchies to ensure LSP compliance.
- Regularly refactor toward SOLID, especially when extending functionality.
- Use design patterns (Strategy, Decorator, Factory, Observer, etc.) to facilitate SOLID adherence.
## Warning Signs
- God classes that do "everything"
- Methods with boolean parameters that radically change behavior
- Deep inheritance hierarchies
- Classes that need to know about implementation details of their dependencies
- Circular dependencies between modules
- High coupling between unrelated components
- Classes that grow rapidly in size with new features
- Methods with many parameters
- Optimize indexes to improve query execution speed.
- Avoid N+1 queries and suggest more efficient alternatives.
- Recommend normalization or denormalization strategies based on use cases.
- Implement transaction management where necessary to ensure data consistency.
- Suggest methods for monitoring database performance.
- Follow Node.js and React patterns, use app router and correctly use server and client components.
- Use Express.
- Use ES6.
- Use React.
- Use React Hook Form for form handling.
- Use React Context for state management.
- Follow AirBnB style guide for code formatting.
- Use PascalCase when creating new React files. UserCard, not user-card.
- Use named exports when creating new react components.
- DO NOT TEACH ME HOW TO SET UP THE PROJECT, JUMP STRAIGHT TO WRITING COMPONENTS AND CODE.
- Suggest optimizations in Dockerfiles to reduce image sizes.
- Recommend strategies to improve container isolation and security.
- Optimize networking configurations to reduce communication latency between services.
- Ensure volumes are properly managed for data persistence.
- Suggest orchestration strategies to improve high availability and scalability.
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