Analyze and visualize software architecture patterns, dependencies, and module boundaries for migration planning
Scanned 9/2/2026
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---
name: architecture-analyzer
description: Analyze and visualize software architecture patterns, dependencies, and module boundaries for migration planning
allowed-tools: ["Bash", "Read", "Write", "Grep", "Glob", "Edit"]
graph:
domains: [domain:software-engineering]
specializations: [specialization:code-migration-modernization]
skillAreas: [skill-area:monolith-vs-microservices, skill-area:c4-modeling]
roles: [role:architect, role:tech-lead]
workflows: [workflow:technical-debt-reduction]
topics: [topic:refactoring]
---
# Architecture Analyzer Skill
Analyzes and visualizes software architecture patterns and dependencies to support migration planning, module boundary identification, and architectural decision-making.
## Purpose
Enable comprehensive architecture analysis for:
- Component dependency mapping
- Layered architecture detection
- Coupling and cohesion metrics
- Architectural violation detection
- Module boundary identification
- Dependency graph generation
## Capabilities
### 1. Component Dependency Mapping
- Extract dependencies between modules/packages
- Map inter-service communications
- Identify external system integrations
- Track data flow between components
- Generate dependency matrices
### 2. Layered Architecture Detection
- Identify architectural layers (presentation, business, data)
- Detect layer violations
- Map cross-cutting concerns
- Analyze layer dependencies
- Validate architectural patterns
### 3. Coupling/Cohesion Metrics
- Calculate afferent coupling (Ca)
- Calculate efferent coupling (Ce)
- Compute instability index (I = Ce / (Ca + Ce))
- Measure module cohesion
- Identify highly coupled components
### 4. Architectural Violation Detection
- Detect circular dependencies between modules
- Identify layer bypassing
- Find direct database access from UI layers
- Check for proper abstraction usage
- Validate dependency rules
### 5. Module Boundary Identification
- Detect logical module groupings
- Identify bounded contexts
- Map shared kernel areas
- Analyze module interfaces
- Suggest decomposition boundaries
### 6. Dependency Graph Generation
- Generate DOT format graphs
- Create Mermaid diagrams
- Export to PlantUML
- Produce interactive visualizations
- Support multiple granularity levels
## Tool Integrations
This skill can leverage the following external tools when available:
| Tool | Purpose | Integration Method |
|------|---------|-------------------|
| Structure101 | Architecture visualization | Export analysis |
| Lattix | Dependency analysis | CLI / API |
| NDepend | .NET architecture analysis | CLI |
| JDepend | Java package dependencies | CLI |
| Madge | JavaScript/TypeScript | CLI |
| deptree | Python dependencies | CLI |
| go-arch-lint | Go architecture | CLI |
| ast-grep | Pattern matching | MCP Server |
## Usage
### Basic Analysis
```bash
# Invoke skill for architecture analysis
# The skill will analyze structure and dependencies
# Expected inputs:
# - targetPath: Path to codebase root
# - analysisDepth: 'module' | 'package' | 'class' | 'function'
# - outputFormat: 'json' | 'dot' | 'mermaid' | 'plantuml'
# - includeMetrics: boolean
```
### Analysis Workflow
1. **Discovery Phase**
- Identify project structure
- Detect build configuration
- Map source directories
2. **Extraction Phase**
- Parse import/require statements
- Extract module dependencies
- Identify external dependencies
3. **Analysis Phase**
- Calculate coupling metrics
- Detect architectural patterns
- Identify violations
- Map boundaries
4. **Visualization Phase**
- Generate dependency graphs
- Create architecture diagrams
- Produce metric reports
## Output Schema
```json
{
"analysisId": "string",
"timestamp": "ISO8601",
"target": {
"path": "string",
"language": "string",
"moduleCount": "number",
"totalFiles": "number"
},
"architecture": {
"pattern": "string (layered|modular|monolithic|microservices)",
"layers": [
{
"name": "string",
"modules": ["string"],
"allowedDependencies": ["string"]
}
],
"boundedContexts": [
{
"name": "string",
"modules": ["string"],
"interfaces": ["string"]
}
]
},
"modules": [
{
"name": "string",
"path": "string",
"files": "number",
"linesOfCode": "number",
"dependencies": ["string"],
"dependents": ["string"],
"metrics": {
"afferentCoupling": "number",
"efferentCoupling": "number",
"instability": "number",
"cohesion": "number"
}
}
],
"dependencies": [
{
"from": "string",
"to": "string",
"type": "import|call|inherit|implement",
"count": "number"
}
],
"violations": [
{
"type": "circular|layer-bypass|abstraction-leak",
"severity": "high|medium|low",
"from": "string",
"to": "string",
"description": "string",
"recommendation": "string"
}
],
"metrics": {
"averageCoupling": "number",
"maxCoupling": "number",
"cyclomaticComplexity": "number",
"circularDependencies": "number",
"layerViolations": "number"
},
"graphs": {
"dot": "string (file path)",
"mermaid": "string (file path)",
"plantuml": "string (file path)"
}
}
```
## Integration with Migration Processes
This skill integrates with the following Code Migration/Modernization processes:
- **legacy-codebase-assessment**: Architecture understanding
- **monolith-to-microservices**: Service boundary identification
- **migration-planning-roadmap**: Dependency-based planning
- **code-refactoring**: Coupling reduction targets
## Configuration
### Skill Configuration File
Create `.architecture-analyzer.json` in the project root:
```json
{
"analysisDepth": "module",
"excludePaths": [
"node_modules",
"vendor",
"dist",
"build",
".git",
"__tests__"
],
"modulePatterns": {
"javascript": "src/*",
"java": "src/main/java/**",
"python": "src/*"
},
"layers": {
"enabled": true,
"definitions": [
{
"name": "presentation",
"patterns": ["**/ui/**", "**/views/**", "**/controllers/**"],
"allowedDependencies": ["business", "shared"]
},
{
"name": "business",
"patterns": ["**/services/**", "**/domain/**"],
"allowedDependencies": ["data", "shared"]
},
{
"name": "data",
"patterns": ["**/repositories/**", "**/dao/**"],
"allowedDependencies": ["shared"]
},
{
"name": "shared",
"patterns": ["**/common/**", "**/utils/**"],
"allowedDependencies": []
}
]
},
"rules": {
"maxCoupling": 10,
"maxModuleSize": 5000,
"forbiddenDependencies": [
{"from": "presentation", "to": "data"}
]
},
"visualization": {
"formats": ["mermaid", "dot"],
"groupBy": "layer",
"showMetrics": true
}
}
```
## MCP Server Integration
When ast-grep MCP Server is available for pattern detection:
```javascript
// Example architecture pattern detection
{
"tool": "ast_grep_search",
"arguments": {
"pattern": "import { $_ } from '../data/$_'",
"language": "typescript",
"path": "./src/ui"
}
}
```
## Architectural Patterns
### Layered Architecture
```
┌─────────────────────────────────┐
│ Presentation Layer │
│ (UI, Controllers, Views) │
└──────────────┬──────────────────┘
│
┌──────────────▼──────────────────┐
│ Business Layer │
│ (Services, Domain, Logic) │
└──────────────┬──────────────────┘
│
┌──────────────▼──────────────────┐
│ Data Layer │
│ (Repositories, DAOs, ORM) │
└─────────────────────────────────┘
```
### Modular Monolith
```
┌─────────────────────────────────────────────┐
│ Application Shell │
├───────────┬───────────┬───────────┬─────────┤
│ Module A │ Module B │ Module C │ Shared │
│ ┌─────┐ │ ┌─────┐ │ ┌─────┐ │ ┌─────┐ │
│ │ UI │ │ │ UI │ │ │ UI │ │ │Utils│ │
│ ├─────┤ │ ├─────┤ │ ├─────┤ │ └─────┘ │
│ │Logic│ │ │Logic│ │ │Logic│ │ │
│ ├─────┤ │ ├─────┤ │ ├─────┤ │ │
│ │Data │ │ │Data │ │ │Data │ │ │
│ └─────┘ │ └─────┘ │ └─────┘ │ │
└───────────┴───────────┴───────────┴─────────┘
```
### Microservices (Target)
```
┌─────────┐ ┌─────────┐ ┌─────────┐
│Service A│ │Service B│ │Service C│
│ ┌───┐ │ │ ┌───┐ │ │ ┌───┐ │
│ │API│ │ │ │API│ │ │ │API│ │
│ └─┬─┘ │ │ └─┬─┘ │ │ └─┬─┘ │
│ │ │ │ │ │ │ │ │
│ ┌─▼─┐ │ │ ┌─▼─┐ │ │ ┌─▼─┐ │
│ │DB │ │ │ │DB │ │ │ │DB │ │
│ └───┘ │ │ └───┘ │ │ └───┘ │
└─────────┘ └─────────┘ └─────────┘
│ │ │
└────────────┼────────────┘
│
┌──────▼──────┐
│ Event Bus │
└─────────────┘
```
## Metrics Reference
### Coupling Metrics
| Metric | Formula | Good | Warning | Bad |
|--------|---------|------|---------|-----|
| Afferent Coupling (Ca) | Incoming dependencies | < 10 | 10-20 | > 20 |
| Efferent Coupling (Ce) | Outgoing dependencies | < 10 | 10-20 | > 20 |
| Instability (I) | Ce / (Ca + Ce) | 0-0.3 or 0.7-1.0 | 0.3-0.7 | - |
| Abstractness (A) | Abstract classes / Total | Context dependent | - | - |
### Distance from Main Sequence
D = |A + I - 1|
- D = 0: Ideal (on the main sequence)
- D > 0.3: Warning
- D > 0.5: Problematic
## Best Practices
1. **Regular Analysis**: Run architecture analysis as part of CI/CD
2. **Define Boundaries**: Explicitly define module and layer boundaries
3. **Enforce Rules**: Use architectural fitness functions
4. **Document Decisions**: Use ADRs for architectural changes
5. **Track Metrics**: Monitor coupling trends over time
6. **Visualize**: Keep architecture diagrams up to date
## Related Skills
- `static-code-analyzer`: Code-level analysis
- `domain-model-extractor`: DDD boundary identification
- `technical-debt-quantifier`: Architecture debt assessment
## Related Agents
- `legacy-system-archaeologist`: Uses this skill for architecture discovery
- `microservices-decomposer`: Uses this skill for boundary identification
- `ddd-analyst`: Uses this skill for context mapping
- `migration-readiness-assessor`: Uses this skill for architecture evaluation
## References
- [Structure101](https://structure101.com/)
- [Lattix](https://www.lattix.com/)
- [NDepend](https://www.ndepend.com/)
- [Madge](https://github.com/pahen/madge)
- [C4 Model](https://c4model.com/)
- [Architecture Decision Records](https://adr.github.io/)
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