senior-architect

To analyze technical debt in a legacy codebase, run the project architect script on your current directory to receive a comprehensive analysis and optimization report. This performs deep analysis of existing codebases to provide performance metrics and optimization recommendations.

Automated scaffolding supports system design by applying architectural scaffolding scripts to ensure adherence to best practices and system design patterns. It applies to full-stack development workflows involving React, Node.js, Go, and cloud-native infrastructure.

Yes, you can generate architecture diagrams for stakeholders automatically. The architecture diagram generation feature automatically creates visual representations of system structures based on your provided project paths.

The best way to evaluate project dependencies for production-grade stability is using the dependency analyzer. It evaluates project dependencies to ensure integration readiness and production-grade stability.

Yes, you need Python to run architectural scaffolding and analysis scripts. The skill requires Python-based execution of these scripts to automate software architecture design, system dependency analysis, and project optimization tasks.

You should validate a new microservices architecture when you need to ensure scalability and maintainability. Use this skill to validate new microservices architectures, generate diagrams, or audit legacy codebases for technical debt.