Design Patterns Analyzer Skill
Purpose: Detect, suggest, and evaluate Gang of Four (GoF) design patterns in TypeScript/JavaScript codebases with stack-aware adaptations.
Core Capabilities
- Stack Detection: Identify primary framework/library (React, Angular, NestJS, Vue, Express, RxJS, Redux, ORMs)
- Pattern Detection: Find existing implementations of 23 GoF patterns
- Smart Suggestions: Recommend patterns to fix code smells, using stack-native idioms when available
- Quality Evaluation: Assess pattern implementation quality against best practices
Operating Modes
Mode 1: Detection
Trigger: User requests pattern detection or analysis Output: JSON report of patterns found with confidence scores and stack context
Workflow:
1. Stack Detection (package.json, tsconfig.json, framework files) 2. Pattern Search (Glob for candidates -> Grep for signatures -> Read for validation) 3. Classification (native to stack vs custom implementations) 4. Confidence Scoring (0.0-1.0 based on detection rules) 5. JSON Report Generation
Example invocation:
/design-patterns detect src/ /design-patterns analyze --format=json
Mode 2: Suggestion
Trigger: User requests pattern suggestions or refactoring advice Output: Markdown report with prioritized suggestions and stack-adapted examples
Workflow:
1. Code Smell Detection (switch statements, long parameter lists, global state, etc.) 2. Pattern Matching (map smell -> applicable patterns) 3. Stack Adaptation (prefer native framework patterns over custom implementations) 4. Priority Ranking (impact x feasibility) 5. Markdown Report with Code Examples
Example invocation:
/design-patterns suggest src/payment/ /design-patterns refactor --focus=creational
Mode 3: Evaluation
Trigger: User requests pattern quality assessment Output: JSON report with scores per evaluation criterion
Workflow:
1. Pattern Identification (which pattern is implemented) 2. Criteria Assessment (correctness, testability, SOLID compliance, documentation) 3. Issue Detection (common mistakes, anti-patterns) 4. Scoring (0-10 per criterion) 5. JSON Report with Recommendations
Example invocation:
/design-patterns evaluate src/services/singleton.ts /design-patterns quality --pattern=observer
Methodology
Phase 1: Stack Detection
Sources (in priority order):
package.json-> Check dependencies and devDependencies- Framework-specific files ->
angular.json,next.config.*,nest-cli.json,vite.config.* tsconfig.json-> Check compilerOptions, paths, lib- File extensions ->
*.jsx,*.tsx,*.vuepresence
Detection Rules (from signatures/stack-patterns.yaml):
- React:
reactin deps +*.jsx/*.tsxfiles - Angular:
@angular/core+angular.json - NestJS:
@nestjs/core+nest-cli.json - Vue:
vuev3+ +*.vuefiles - Express:
expressin deps +app.usepatterns - RxJS:
rxjsin deps + Observable usage - Redux/Zustand:
redux/zustandin deps + store patterns - Prisma/TypeORM:
prisma/typeormin deps + schema files
Output:
json{ "stack_detected": { "primary": "react", "version": "18.2.0", "secondary": ["typescript", "zustand", "prisma"], "detection_sources": ["package.json", "tsconfig.json", "37 *.tsx files"], "confidence": 0.95 } }
Phase 2: Pattern Detection
Search Strategy:
-
Glob Phase: Find candidate files by naming convention
*Singleton*.ts,*Factory*.ts,*Strategy*.ts,*Observer*.ts, etc.*Manager*.ts,*Builder*.ts,*Adapter*.ts,*Proxy*.ts, etc.
-
Grep Phase: Search for pattern signatures (from
signatures/detection-rules.yaml)- Primary signals:
private constructor,static getInstance(),subscribe(),createXxx(), etc. - Secondary signals: Interface naming, delegation patterns, method signatures
- Primary signals:
-
Read Phase: Validate pattern structure
- Parse class/interface definitions
- Verify relationships (inheritance, composition, delegation)
- Check for complete pattern implementation vs partial usage
Confidence Scoring:
- 0.9-1.0: All primary + secondary signals present, structure matches exactly
- 0.7-0.89: All primary signals + some secondary, minor deviations
- 0.5-0.69: Primary signals present, missing secondary validation
- 0.3-0.49: Naming convention matches, weak structural evidence
- 0.0-0.29: Insufficient evidence, likely false positive
Classification:
native: Pattern implemented using stack-native features (React Context, Angular Services, NestJS Guards, etc.)custom: Manual TypeScript implementationlibrary: Third-party library providing pattern (RxJS Subject, Redux Store, etc.)
Phase 3: Code Smell Detection
Target Smells (from signatures/code-smells.yaml):
- Switch on Type -> Strategy/Factory pattern
- Long Parameter List (>4) -> Builder pattern
- Global State Access -> Singleton (or preferably DI)
- Duplicated Conditionals on State -> State pattern
- Scattered Notification Logic -> Observer pattern
- Complex Object Creation -> Factory/Abstract Factory
- Tight Coupling to Concrete Classes -> Adapter/Bridge
- Repetitive Interface Conversions -> Adapter pattern
- Deep Nesting for Feature Addition -> Decorator pattern
- Large Class with Many Responsibilities -> Facade pattern
Detection Heuristics:
- Grep for
switch (.*type),switch (.*kind),switch (.*mode) - Count function parameters:
function \w+\([^)]{60,}\)(approximation for >4 params) - Search for global access:
window\.,global\.,process\.env\.\w+(not in config files) - Find state conditionals:
if.*state.*===.*&&.*if.*state.*=== - Find notification patterns:
forEach.*notify,map.*\.emit\(
Phase 4: Stack-Aware Suggestions
Adaptation Logic (from signatures/stack-patterns.yaml):
IF pattern_detected == "custom" AND stack_has_native_equivalent: SUGGEST: "Use stack-native pattern instead" PROVIDE: Side-by-side comparison (current vs recommended) ELSE IF code_smell_detected AND pattern_missing: IF stack_provides_pattern: SUGGEST: Stack-native implementation with examples ELSE: SUGGEST: Custom TypeScript implementation with best practices ELSE IF pattern_implemented_incorrectly: PROVIDE: Refactoring steps to fix anti-patterns
Example Adaptations:
| Pattern | Stack | Native Alternative | Recommendation |
|---|---|---|---|
| Singleton | React | Context API + Provider | Use createContext() instead of getInstance() |
| Observer | Angular | RxJS Subject/BehaviorSubject | Use built-in Observables, not custom implementation |
| Decorator | NestJS | @Injectable() decorators + Interceptors | Use framework interceptors |
| Strategy | Vue 3 | Composition API composables | Use ref() + composables instead of classes |
| Chain of Responsibility | Express | Middleware (app.use()) | Use Express middleware chain |
| Command | Redux | Action creators + reducers | Use Redux actions, not custom command objects |
Phase 5: Quality Evaluation
Criteria (from checklists/pattern-evaluation.md):
- Correctness (0-10): Does it match the canonical pattern structure?
- Testability (0-10): Can dependencies be mocked/stubbed easily?
- Single Responsibility (0-10): Does it do one thing only?
- Open/Closed Principle (0-10): Extensible without modification?
- Documentation (0-10): Clear intent, descriptive naming?
Scoring Guidelines:
- 9-10: Exemplary, reference-quality implementation
- 7-8: Good, minor improvements possible
- 5-6: Acceptable, notable issues to address
- 3-4: Problematic, significant refactoring needed
- 0-2: Incorrect or severely flawed
Issue Detection:
- Hard-coded dependencies (Singleton with new inside getInstance)
- God classes (too many responsibilities)
- Leaky abstractions (exposing internal structure)
- Missing error handling
- Poor naming (Strategy1, Strategy2 instead of descriptive names)
Output Formats
Detection Mode (JSON)
json{ "metadata": { "scan_date": "2026-01-21T10:30:00Z", "scope": "src/", "files_scanned": 147, "execution_time_ms": 2341 }, "stack_detected": { "primary": "react", "version": "18.2.0", "secondary": ["typescript", "zustand", "prisma"], "detection_sources": ["package.json", "tsconfig.json", "37 *.tsx files"], "confidence": 0.95 }, "patterns_found": { "singleton": [ { "file": "src/lib/api-client.ts", "lines": "5-28", "confidence": 0.85, "type": "custom", "signals": ["private constructor", "static getInstance", "private static instance"], "note": "Consider using React Context instead for better testability" } ], "observer": [ { "file": "src/hooks/useAuth.ts", "lines": "12-45", "confidence": 0.92, "type": "native", "implementation": "React useState + useEffect", "note": "Correctly using React's built-in observer pattern" } ], "factory": [ { "file": "src/services/notification-factory.ts", "lines": "8-67", "confidence": 0.78, "type": "custom", "signals": ["createNotification method", "type discrimination", "returns interface"] } ] }, "summary": { "total_patterns": 7, "native_to_stack": 4, "custom_implementations": 3, "by_category": { "creational": 2, "structural": 3, "behavioral": 2 }, "by_confidence": { "high": 5, "medium": 2, "low": 0 } }, "recommendations": [ "Consider replacing custom Singleton (api-client.ts) with React Context for better DI", "Review Factory pattern (notification-factory.ts) - could be simplified with strategy pattern" ] }
Suggestion Mode (Markdown)
markdown# Design Pattern Suggestions **Scope**: `src/payment/` **Stack**: React 18 + TypeScript + Stripe **Date**: 2026-01-21 --- ## High Priority ### 1. Strategy Pattern: `src/payment/processor.ts:45-89` **Code Smell**: Switch statement on payment type (4 cases, 78 lines) **Current Implementation** (lines 52-87): ```typescript switch (paymentType) { case 'credit': // 20 lines of credit card logic break; case 'paypal': // 15 lines of PayPal logic break; case 'crypto': // 18 lines of crypto logic break; case 'bank': // 12 lines of bank transfer logic break; }
Recommended (React-adapted Strategy):
typescript// Define strategy interface interface PaymentStrategy { process: (amount: number) => Promise<PaymentResult>; } // Custom hooks as strategies const useCreditPayment = (): PaymentStrategy => ({ process: async (amount) => { /* credit logic */ } }); const usePaypalPayment = (): PaymentStrategy => ({ process: async (amount) => { /* PayPal logic */ } }); // Strategy selection hook const usePaymentStrategy = (type: PaymentType): PaymentStrategy => { const strategies = { credit: useCreditPayment(), paypal: usePaypalPayment(), crypto: useCryptoPayment(), bank: useBankPayment(), }; return strategies[type]; }; // Usage in component const PaymentForm = ({ type }: Props) => { const strategy = usePaymentStrategy(type); const handlePay = () => strategy.process(amount); // ... };
Impact:
- Complexity: Reduces cyclomatic complexity from 12 to 2
- Extensibility: New payment methods = new hook, no modification to existing code
- Testability: Each strategy hook can be tested in isolation
- Effort: ~2 hours (extract logic into hooks, add tests)
Medium Priority
2. Observer Pattern: src/cart/CartManager.ts:23-156
Code Smell: Manual notification logic scattered across 8 methods
Current: Manual loops calling update functions Recommended: Use Zustand store (already in dependencies)
typescript// Instead of custom observer: import create from 'zustand'; interface CartStore { items: CartItem[]; addItem: (item: CartItem) => void; removeItem: (id: string) => void; // Zustand automatically notifies subscribers } export const useCartStore = create<CartStore>((set) => ({ items: [], addItem: (item) => set((state) => ({ items: [...state.items, item] })), removeItem: (id) => set((state) => ({ items: state.items.filter(i => i.id !== id) })), })); // Components auto-subscribe: const CartDisplay = () => { const items = useCartStore((state) => state.items); // Re-renders automatically on cart changes };
Impact:
- LOC: Reduces from 156 to ~25 lines
- Stack-native: Uses existing Zustand dependency
- Testability: Zustand stores are easily tested
- Effort: ~1.5 hours
Summary
- Total suggestions: 4
- High priority: 2 (Strategy, Observer)
- Medium priority: 2 (Builder, Facade)
- Estimated total effort: ~6 hours
- Primary benefits: Reduced complexity, improved testability, stack-native idioms
### Evaluation Mode (JSON) ```json { "file": "src/services/config-singleton.ts", "pattern": "singleton", "lines": "5-34", "scores": { "correctness": 8, "testability": 4, "single_responsibility": 9, "open_closed": 7, "documentation": 6, "overall": 6.8 }, "details": { "correctness": { "score": 8, "rationale": "Implements singleton structure correctly with private constructor and static getInstance", "issues": ["Missing thread-safety consideration (not critical in JS single-threaded context)"] }, "testability": { "score": 4, "rationale": "Hard to mock or reset instance in tests", "issues": [ "No reset method for test isolation", "Static instance makes dependency injection impossible", "Tests must run in specific order or share state" ], "suggestions": [ "Add resetInstance() method for tests (with appropriate guards)", "Consider using dependency injection instead" ] }, "single_responsibility": { "score": 9, "rationale": "Focuses solely on configuration management", "issues": [] }, "open_closed": { "score": 7, "rationale": "Configuration can be extended but requires modification for new sources", "suggestions": ["Consider strategy pattern for configuration sources"] }, "documentation": { "score": 6, "rationale": "Has JSDoc but missing rationale for singleton choice", "suggestions": ["Document why singleton is chosen over DI", "Add usage examples"] } }, "recommendations": [ { "priority": "high", "suggestion": "Add test-friendly reset mechanism or refactor to use DI", "rationale": "Current implementation makes testing difficult" }, { "priority": "medium", "suggestion": "Document singleton rationale in JSDoc", "rationale": "Team members should understand why global state is necessary here" } ] }
Constraints & Guidelines
Read-Only Analysis
- No modifications: This skill only analyzes and suggests, never modifies code
- No file creation: Does not generate refactored code files
- User decision: All suggestions require explicit user approval before implementation
Language Focus
- Primary: TypeScript (
.ts,.tsx) - Secondary: JavaScript (
.js,.jsx) - Exclusions: Other languages (Python, Java, C#) not supported
Pattern Coverage
- Creational (5): Singleton, Factory Method, Abstract Factory, Builder, Prototype
- Structural (7): Adapter, Bridge, Composite, Decorator, Facade, Flyweight, Proxy
- Behavioral (11): Chain of Responsibility, Command, Iterator, Mediator, Memento, Observer, State, Strategy, Template Method, Visitor, Interpreter
Performance Considerations
- Large codebases (>500 files): Use
--scopeto limit scan to specific directories - Parallel search: Grep searches run independently for each pattern
- Caching: Stack detection results cached per session to avoid redundant package.json reads
Usage Examples
Basic Detection
bash# Detect all patterns in src/ /design-patterns detect src/ # Detect only creational patterns /design-patterns detect src/ --category=creational # Focus on specific pattern /design-patterns detect src/ --pattern=singleton
Targeted Suggestions
bash# Get suggestions for payment module /design-patterns suggest src/payment/ # Focus on specific smell /design-patterns suggest src/ --smell=switch-on-type # High priority only /design-patterns suggest src/ --priority=high
Quality Evaluation
bash# Evaluate specific file /design-patterns evaluate src/services/api-client.ts # Evaluate all singletons /design-patterns evaluate src/ --pattern=singleton # Full quality report /design-patterns evaluate src/ --detailed
Integration with Other Skills
This skill can be inherited by:
refactoring-specialist.md: Provides pattern knowledge for refactoringcode-reviewer.md: Adds pattern detection to review processarchitecture-advisor.md: Informs architectural decisions with pattern usage
Reference Files
reference/patterns-index.yaml: Machine-readable index of 23 patterns with metadatareference/creational.md: Creational patterns documentationreference/structural.md: Structural patterns documentationreference/behavioral.md: Behavioral patterns documentationsignatures/detection-rules.yaml: Regex patterns and heuristics for detectionsignatures/code-smells.yaml: Mapping from code smells to applicable patternssignatures/stack-patterns.yaml: Stack detection rules and native pattern equivalentschecklists/pattern-evaluation.md: Quality evaluation criteria and scoring guidelines
Version
Skill Version: 1.0.0 Pattern Coverage: 23 GoF patterns Supported Stacks: 8 (React, Angular, NestJS, Vue, Express, RxJS, Redux/Zustand, ORMs) Last Updated: 2026-01-21

