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Get Started Free →Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -47% | 0% |
Complete toolkit for senior architect with modern tools and best practices.
This skill provides three core capabilities through automated scripts:
bash# Script 1: Architecture Diagram Generator python scripts/architecture_diagram_generator.py [options] # Script 2: Project Architect python scripts/project_architect.py [options] # Script 3: Dependency Analyzer python scripts/dependency_analyzer.py [options]
Automated tool for architecture diagram generator tasks.
Features:
Usage:
bashpython scripts/architecture_diagram_generator.py <project-path> [options]
Comprehensive analysis and optimization tool.
Features:
Usage:
bashpython scripts/project_architect.py <target-path> [--verbose]
Advanced tooling for specialized tasks.
Features:
Usage:
bashpython scripts/dependency_analyzer.py [arguments] [options]
Comprehensive guide available in references/architecture_patterns.md:
Complete workflow documentation in references/system_design_workflows.md:
Technical reference guide in references/tech_decision_guide.md:
Languages: TypeScript, JavaScript, Python, Go, Swift, Kotlin Frontend: React, Next.js, React Native, Flutter Backend: Node.js, Express, GraphQL, REST APIs Database: PostgreSQL, Prisma, NeonDB, Supabase DevOps: Docker, Kubernetes, Terraform, GitHub Actions, CircleCI Cloud: AWS, GCP, Azure
bash# Install dependencies npm install # or pip install -r requirements.txt # Configure environment cp .env.example .env
bash# Use the analyzer script python scripts/project_architect.py . # Review recommendations # Apply fixes
Follow the patterns and practices documented in:
references/architecture_patterns.mdreferences/system_design_workflows.mdreferences/tech_decision_guide.mdbash# Development npm run dev npm run build npm run test npm run lint # Analysis python scripts/project_architect.py . python scripts/dependency_analyzer.py --analyze # Deployment docker build -t app:latest . docker-compose up -d kubectl apply -f k8s/
Check the comprehensive troubleshooting section in references/tech_decision_guide.md.
references/architecture_patterns.mdreferences/system_design_workflows.mdreferences/tech_decision_guide.mdscripts/ directoryOther measured skills in the registry, with their headline benchmark lift.