MCP (Claude Code integration): search_code query, limit?, language?, autoIndex? index_codebase path?, force?, model? get_status path?

Architecture-Focused Search Patterns (v0.2.0)

Why file_summary is Perfect for Architecture

The file_summary document type contains:

• File purpose: "Core authentication middleware"
• Exports: "AuthMiddleware, validateToken, refreshSession"
• Dependencies: "JWT, Redis, UserService"
• Patterns: "Middleware chain, session management"

This is exactly what architects need to understand system structure.

Layer Discovery (Leveraging file_summary)

# Find service layer implementations
claudemem search "service layer business logic domain operations" --use-case navigation

# Find repository/data access layer
claudemem search "repository pattern data access database query" --use-case navigation

# Find controller/handler layer
claudemem search "controller handler endpoint request response" --use-case navigation

# Find presentation layer
claudemem search "view component template rendering UI display" --use-case navigation

Pattern Detection (Leveraging file_summary patterns)

# Find dependency injection setup
claudemem search "dependency injection container provider factory" --use-case navigation

# Find factory patterns
claudemem search "factory creation pattern object instantiation" --use-case navigation

# Find observer/event patterns
claudemem search "event emitter observer pattern publish subscribe" --use-case navigation

# Find strategy patterns
claudemem search "strategy pattern algorithm selection behavior" --use-case navigation

# Find adapter patterns
claudemem search "adapter wrapper converter external integration" --use-case navigation

Boundary Analysis (Leveraging file_summary exports)

# Find module boundaries
claudemem search "module export public interface boundary" --use-case navigation

# Find API boundaries
claudemem search "API endpoint contract interface external" --use-case navigation

# Find domain boundaries
claudemem search "domain model entity aggregate bounded context" --use-case navigation

Configuration Architecture

# Find configuration loading
claudemem search "configuration environment variables settings initialization" --use-case navigation

# Find feature flags
claudemem search "feature flag toggle conditional enablement" --use-case navigation

# Find plugin/extension points
claudemem search "plugin extension hook customization point" --use-case navigation

Workflow: Architecture Discovery (v0.2.0)

Phase 0: Verify Enrichment Status ⭐CRITICAL

# Check if enriched (must have file_summary > 0)
claudemem status

# If file_summary = 0, run enrichment first
claudemem enrich

Architecture discovery relies heavily on file_summary. Without enrichment, results are degraded.

Phase 1: Index and Overview

# 1. Check/create enriched index
claudemem status || claudemem index --enrich

# 2. Find entry points (file_summary shows purpose)
claudemem search "main entry point application bootstrap initialization" -n 10 --use-case navigation

# 3. Map high-level structure (file_summary shows exports)
claudemem search "module definition export public interface" -n 15 --use-case navigation

Phase 2: Layer Mapping (file_summary driven)

# Map each architectural layer
claudemem search "controller handler route endpoint" -n 10 --use-case navigation    # Presentation
claudemem search "service business logic domain" -n 10 --use-case navigation         # Business
claudemem search "repository database query persistence" -n 10 --use-case navigation # Data
claudemem search "entity model schema type definition" -n 10 --use-case navigation   # Domain

Phase 3: Dependency Analysis

# Find dependency injection
claudemem search "inject dependency container provider" -n 10 --use-case navigation

# Find imports between layers (file_summary shows dependencies)
claudemem search "import from service repository controller" -n 15 --use-case navigation

# Find circular dependency risks
claudemem search "circular import bidirectional dependency" -n 5 --use-case navigation

Phase 4: Design Pattern Identification

# Search for common patterns
claudemem search "singleton instance global state" -n 5 --use-case navigation
claudemem search "factory create new instance builder" -n 5 --use-case navigation
claudemem search "strategy algorithm policy selection" -n 5 --use-case navigation
claudemem search "decorator wrapper middleware enhance" -n 5 --use-case navigation
claudemem search "observer listener event subscriber" -n 5 --use-case navigation

Output Format: Architecture Report

1. System Overview

┌─────────────────────────────────────────────────────────┐
│                    SYSTEM ARCHITECTURE                   │
├─────────────────────────────────────────────────────────┤
│  Entry Point: src/index.ts                              │
│  Architecture Style: Clean Architecture / Hexagonal    │
│  Primary Patterns: Repository, Factory, Strategy       │
│  Search Method: claudemem v0.2.0 (enriched)            │
│  Enrichment: ✅ file_summary + symbol_summary          │
└─────────────────────────────────────────────────────────┘

2. Layer Map (from file_summary data)

┌─────────────────────────────────────────────────────────┐
│ PRESENTATION LAYER (src/controllers/, src/handlers/)   │
│   └── HTTP Controllers, GraphQL Resolvers, CLI         │
│   └── file_summary: "HTTP request handling, routing"   │
├─────────────────────────────────────────────────────────┤
│ APPLICATION LAYER (src/services/, src/use-cases/)      │
│   └── Business Logic, Orchestration, Commands          │
│   └── file_summary: "Business logic orchestration"     │
├─────────────────────────────────────────────────────────┤
│ DOMAIN LAYER (src/domain/, src/entities/)              │
│   └── Entities, Value Objects, Domain Services         │
│   └── file_summary: "Core domain models"               │
├─────────────────────────────────────────────────────────┤
│ INFRASTRUCTURE LAYER (src/repositories/, src/adapters/)│
│   └── Database, External APIs, File System             │
│   └── file_summary: "Data persistence, external APIs"  │
└─────────────────────────────────────────────────────────┘

3. Dependency Flow

Controller → Service → Repository → Database
     ↓           ↓           ↓
  Validator   Domain     External API
                ↓
            Events → Queue

4. Design Patterns Detected (from file_summary patterns)

| Pattern      | Location                    | Purpose               |
|--------------|-----------------------------|-----------------------|
| Repository   | src/repositories/*.ts       | Data access abstraction|
| Factory      | src/factories/*.ts          | Object creation       |
| Strategy     | src/strategies/*.ts         | Algorithm selection   |
| Middleware   | src/middleware/*.ts         | Request processing    |
| Observer     | src/events/*.ts             | Event-driven decoupling|

5. Recommendations

[Architecture Observations]
✓ Good: Clear separation between layers
✓ Good: Repository pattern for data access
⚠ Consider: Some controllers contain business logic
⚠ Consider: Missing explicit domain events
✗ Issue: Circular dependency between auth and user services

Integration with Detective Agent

When using the codebase-detective agent with this skill:

Task({
  subagent_type: "code-analysis:detective",
  description: "Architecture investigation",
  prompt: `
## Architect Investigation (v0.2.0)

Use claudemem with architecture-focused queries:
1. First run: claudemem status (verify enrichment)
2. If file_summary = 0, run: claudemem enrich
3. Search with: --use-case navigation

Focus on:
1. Map system layers and boundaries (use file_summary)
2. Identify design patterns in use
3. Analyze dependency flow
4. Find abstraction points and interfaces

Focus on STRUCTURE and DESIGN, not implementation details.

Generate an Architecture Report with:
- System overview diagram
- Layer map (with file_summary context)
- Dependency flow
- Pattern catalog
- Architecture recommendations
  `
})

Best Practices for Architecture Discovery (v0.2.0)

1. Verify enrichment first

   • Run claudemem status
   • file_summary count should match file count
   • Without enrichment, architecture discovery is degraded

2. Leverage file_summary for structure

   • file_summary contains purpose, exports, patterns
   • Perfect for understanding file roles in architecture
   • Use --use-case navigation to prioritize summaries

3. Start broad, then narrow

   • Begin with entry points and main modules
   • Drill into specific layers and patterns

4. Follow the dependencies

   • file_summary shows imports/dependencies
   • Trace imports to understand coupling
   • Map dependency direction (always down the layers)

5. Look for abstractions

   • Interfaces and abstract classes define contracts
   • Find where behavior varies (strategy/factory patterns)

6. Identify boundaries

   • Clear boundaries = good architecture
   • Fuzzy boundaries = potential refactoring targets

Notes

• Requires claudemem CLI v0.2.0+ installed and configured
• Architecture discovery relies heavily on file_summary
• Without enrichment, results show only code_chunk (degraded)
• Works best on indexed + enriched codebases
• Focuses on structure over implementation
• Pairs well with developer-detective for implementation details

Maintained by: MadAppGang Plugin: code-analysis v2.4.0 Last Updated: December 2025