Agent skill · research science · aiskillstore
component-model-analysis
Evaluate extensibility patterns, abstraction layers, and configuration approaches in frameworks. Use when (1) assessing base class/protocol design, (2) understanding dependency injection patterns, (3) evaluating plugin/extension systems, (4) comparing code-first vs config-first approaches, or (5) determining framework flexibility for customization.
Why this skill is useful
Provides detailed analysis patterns and configuration approaches for extensibility that the AI wouldn't reliably generate on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Component Model Analysis Evaluates extensibility patterns and configuration approaches. Process 1. Identify base classes — Find BaseLLM, BaseTool, BaseAgent, etc. 2. Classify abstraction depth — Thick (lots of logic) vs thin (interfaces) 3. Analyze DI patterns — Constructor, factory, registry, container 4. Document configuration — Code-first, config-first, or hybrid Abstraction Layer Assessment Thick Abstractions Characteristics: Deep inheritance trees (3+ levels) Many non-abstract methods Shared state/caching logic Hard to understand full behavior Thin Abstractions (Protocols) Characteristics: Pure interfaces No inherited behavior Duck typing compatible Easy to mock/test Mixed Approach Dependency Injection Patterns Constructor Injection Pros: Explicit, testable, IDE support Cons: Verbose construction, manual wiring Factory Pattern Pros: Flexible construction, config-driven Cons: Hidden dependencies, magic Global Registry Pros: Plugin-friendly, discoverable Cons: Global state, harder to test, implicit Container-Based DI Pros: Full lifecycle control, scopes Cons: Complex, learning curve Configuration Strategy Code-First Characteristics: Type-safe, IDE completion, refactorable Config-First Characteristics: Non-developer friendly, runtime changes, less type safety Hybrid Output Template Integration Prerequisite: codebase-mapping to identify base classes Feeds into: comparative-matrix for extensibility decisions Related: antipattern-catalog for inheritance issues
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/component-model-analysis