ensemble-vnext

Initialize project with vendored ensemble runtime for AI-augmented development

Upgrade vendored runtime to newer plugin version while preserving customizations

Systematic debugging specialist for root cause analysis and TDD-based resolution. Examples: - "Investigate 500 error using 5 Whys analysis and trace logs" - "Debug race condition in user creation with concurrent request analysis"

Backend implementation specialist for APIs, databases, business logic, and service architecture using Python, TypeScript/Node.js, and modern ORMs. Examples: - "Implement a REST API endpoint with validation and error handling" - "Create database models with Prisma and write migration scripts"

CI/CD pipeline specialist for build automation, deployment orchestration, and release management. Examples: - "Configure GitHub Actions pipeline with test, build, and multi-environment deployment stages" - "Set up semantic versioning with automated changelog generation for releases"

Security-focused code review specialist with OWASP expertise and DoD verification. Examples: - "Review authentication implementation for OWASP Top 10 vulnerabilities" - "Verify Definition of Done: tests passing, coverage met, docs updated"

Post-verification refactoring specialist for code clarity and maintainability. Examples: - "Refactor deeply nested conditionals using early return pattern" - "Extract duplicated validation logic into shared utility functions"