software-debugging
Find and fix bugs systematically. Use when encountering errors, test failures, or unexpected behavior. Hypothesis-driven debugging to locate root causes and implement minimal fixes.
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Find and fix bugs systematically. Use when encountering errors, test failures, or unexpected behavior. Hypothesis-driven debugging to locate root causes and implement minimal fixes.
Multi-language SOLID detection rules. Project type detection, interface locations, file size limits per language.
SOP for running continuous improvement cycles via dogfooding and adversarial validation.
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
Systematic bugfix workflow with regression testing, auto-retry logic, and comprehensive validation. Auto-executes when user clearly wants to fix, debug, repair, resolve, broken, not working, doesn't work, not showing up, not appearing, not displaying, not rendering, doesn't show, won't show, isn't showing, doesn't appear, doesn't display, failing, errors, bugs, issues, not loading, doesn't load, crashed, crashes, problem with, trouble with.
Run a storefront performance audit with Lighthouse and Core Web Vitals analysis
Reviews SwiftUI code for view composition, state management, performance, and accessibility. Use when reviewing .swift files containing SwiftUI views, property wrappers (@State, @Binding, @Observable), or UI code.
Measure system throughput, stability, scalability, and resilience.
Guide experienced developers through GREEN phase of TDD cycle - writing minimal implementation to pass failing tests
Technical lead bridging architecture and implementation for code quality and guidance. Use when reviewing code, refactoring for maintainability, or breaking features into implementation tasks. Covers design patterns, SOLID principles, code organization, and technical debt management.