Shotaiuchi

This skill performs observability and debugging focused code review to improve logging, metrics, tracing, and production troubleshooting capabilities.

This skill helps you design and report performance tests, benchmarks, and load scenarios to guard against regressions and guide optimizations.

This skill stress-tests design proposals by challenging assumptions and exposing failure paths, edge cases, and overengineering risks to improve robustness.

This skill helps design robust data models and schemas for new features, ensuring normalization, constraints, migrations, and optimized access.

This skill analyzes security aspects of new features, validating authentication, input protection, data handling, and best-practice configurations.

This skill generates a complete implementation plan from specifications, creating a 03_PLAN.md with steps, file changes, dependencies, and risk assessment.

This skill helps perform security-focused code reviews by validating authentication, input handling, data protection, and OWASP risk coverage.

This skill creates or updates a pull request after verification passes, guiding you through title, body, and state updates.