component-model-analysis

What problem does it solve?

This skill helps engineering teams evaluate the extensibility and configurability of a framework by analyzing its core component model, including base abstractions, dependency injection patterns, and plugin systems.

Core Features & Use Cases

• Analyze abstraction depth and identify thick vs thin layers across core components (e.g., base abstractions like LLM/Tool/Memory) to inform simplicity and maintainability.
• Assess dependency injection patterns (constructor, factory, registry, container) and evaluate how easily the framework can be extended or customized.
• Compare code-first vs config-first configuration strategies and outline practical implications for maintainability, testability, and runtime adaptability.
• Use Case: When selecting a framework for a new project, run this analysis to uncover extensibility gaps and extension points.

Quick Start

Review a target framework's component model by inspecting base abstractions, DI patterns, and plugin systems, then summarize findings using the template above.