home / skills / a5c-ai / babysitter / architecture-analyzer
This skill analyzes and visualizes software architecture patterns and dependencies to support migration planning and module boundary identification for teams.
npx playbooks add skill a5c-ai/babysitter --skill architecture-analyzerReview the files below or copy the command above to add this skill to your agents.
---
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"]
---
# 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/)
This skill analyzes and visualizes software architecture patterns, dependencies, and module boundaries to support migration planning and architectural decision-making. It extracts dependency graphs, computes coupling and cohesion metrics, and flags architectural violations to inform refactoring and decomposition. Outputs include structured reports and diagrams (DOT, Mermaid, PlantUML) for integration into migration workflows.
The skill scans a codebase, parses import/call relationships, and maps modules to layers or bounded contexts. It computes afferent/efferent coupling, instability, and cohesion metrics, detects circular dependencies and layer violations, and suggests module decomposition points. Finally it generates visual artifacts and a JSON analysis payload that can be consumed by CI, migration planners, or visualization tools.
What inputs does the skill need?
Provide targetPath, analysisDepth (module|package|class|function), outputFormat (json|dot|mermaid|plantuml), and includeMetrics boolean. A project config file can customize rules and layers.
Which languages and tools are supported?
The skill works language-agnostically via AST and import analysis; it has adapters for JS/TS (Madge), Java (JDepend), .NET (NDepend), Python (deptree), and can call external tools when available.
How are violations prioritized?
Violations are classified by type and severity (high|medium|low) based on impact: circular dependencies and layer-bypasses are typically high, abstraction leaks medium, and minor rule breaches low.