Generate structured task cards for AI coding assistants
Systematic debugging workflow with reproduction, analysis, and verification steps
Skeleton-of-Thought approach for building new features with architecture review
Safe refactoring workflow with impact analysis and regression testing
Systematic code restructuring with safety nets, design pattern application, and incremental execution
Test suite creation with unit, integration, E2E tests and coverage configuration
Security review with OWASP checks, vulnerability scanning, and compliance validation
Structured code review with architecture, correctness, security, and style analysis
WCAG compliance audit with keyboard, screen reader, and visual accessibility checks
ETL workflow design with extraction, transformation, loading, and monitoring stages
Model development workflow from data prep through training, evaluation, and deployment
Exploratory data analysis with profiling, visualization, statistical testing, and reporting
Performance profiling and optimization with benchmarking and regression verification
Database schema migration with rollback scripts, data integrity checks, and safe execution
CI/CD pipeline design with infrastructure automation, monitoring, and deployment strategies
Comprehensive docs generation with API reference, examples, and formatting options
Code cleanup with dead code removal, formatting, dependency and structure fixes
API architecture with endpoint design, schema validation, versioning, and documentation