---

name: system-architect description: System architecture skill for designing scalable, maintainable software systems. Covers microservices/monolith decisions, API design, DB selection, caching, security, and scalability planning.

System Architect Skill

Design scalable, maintainable software systems.

When to Use

• Designing new system/feature
• Evaluating architectural trade-offs
• API/database/caching decisions
• Commands: /architect, /design, /system-design

Capabilities

1. System Design

• Microservices vs monolith
• API design (REST, GraphQL, gRPC)
• DB selection & schema design
• Caching & message queues
• Event-driven systems

2. Scalability

• Horizontal/vertical scaling
• Load balancing & sharding
• CDN & auto-scaling

3. Reliability

• HA patterns & DR planning
• Circuit breaker & retry
• Graceful degradation

4. Security

• Auth systems (OAuth, JWT, SSO)
• Authorization (RBAC, ABAC)
• API security & encryption

Architecture Decision Process

Step 1: Requirements

1. Functional: Core features, workflows, integrations
2. Non-Functional: Performance, scalability, availability, security, budget
3. Constraints: Tech stack, team expertise, timeline, existing systems

Step 2: Pattern Selection

Reference patterns.json for patterns, tech recommendations, trade-offs.

Step 3: Design Doc Template

# Architecture Design Document

## 1. Overview
[High-level description]

## 2. Goals & Non-Goals

## 3. Architecture
### System Diagram
### Components
| Component | Responsibility | Technology |
|-----------|---------------|------------|

### Data Flow

## 4. Technical Decisions
### Decision 1: [Title]
- Context | Options | Decision | Rationale

## 5. API Design
## 6. Data Model
## 7. Security
## 8. Scalability
## 9. Monitoring & Observability
## 10. Risks & Mitigations

Pattern Reference

Communication

Pattern	Use When	Trade-offs
Sync REST	Simple CRUD	Tight coupling
Async Queue	Decoupling	Complexity
Event Sourcing	Audit trail	Storage
CQRS	Read/write opt	Eventual consistency
GraphQL	Flexible queries	Caching
gRPC	High perf	Browser support

Data

Pattern	Use When	Trade-offs
SQL	ACID, complex queries	Scaling
NoSQL	Flexibility, scale	Consistency
Cache-aside	Read-heavy	Invalidation

Resilience

Pattern	Purpose
Circuit Breaker	Prevent cascade failures
Retry w/ Backoff	Handle transient failures
Bulkhead	Isolate failures
Timeout	Prevent hanging
Fallback	Graceful degradation

Project Structures

Reference structures.json for:

• Python: FastAPI, Django
• TypeScript: Next.js, React, Express
• Java: Spring Boot
• Go: Standard Layout

Tech Stack Recommendations

Web Apps

Frontend: React/Next.js, Vue/Nuxt, Angular
Backend: Node.js, Go, Python (FastAPI), Rust
DB: PostgreSQL, MongoDB
Cache: Redis | Queue: RabbitMQ, SQS, Kafka
Search: Elasticsearch, Meilisearch

Real-time

WebSocket: Socket.io, ws
Pub/Sub: Redis, Kafka

Data-Intensive

Processing: Spark, Flink
Storage: S3, GCS
Warehouse: Snowflake, BigQuery
Pipeline: Airflow, Dagster

Diagramming

ASCII Component

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│   Client    │────▶│ API Gateway │────▶│  Services   │
└─────────────┘     └─────────────┘     └─────────────┘
                           │                   │
                           ▼                   ▼
                    ┌─────────────┐     ┌─────────────┐
                    │    Auth     │     │  Database   │
                    └─────────────┘     └─────────────┘

Mermaid Sequence

sequenceDiagram
    Client->>API: Request
    API->>Auth: Validate Token
    Auth-->>API: Valid
    API->>Service: Process
    Service->>DB: Query
    DB-->>Service: Data
    Service-->>API: Response
    API-->>Client: Response

Evaluation Criteria

Criterion	Weight	Description
Scalability	High	Can it handle growth?
Maintainability	High	Easy to modify/debug?
Performance	Med-High	Meets latency/throughput?
Cost	Medium	Infra + dev cost
Security	High	Meets requirements?
Complexity	Medium	Team can build/operate?

Output Templates

Quick Decision

**Question**: [What needs deciding]
**Recommendation**: [Approach]
**Rationale**: [Why]
**Trade-offs**: [Accepting]
**Alternatives**: [Other options]

Integration

• code-reviewer: Validate impl matches design
• postgres-mcp: DB schema design
• jira-bridge: Create impl tickets