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Code Review & Quality
Code review, refactoring, debugging, maintainability, and engineering quality
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Showing 13,009–13,032 of 15,941 skills
- Plan GeneratorCreates structured plans from requirements. Generates comprehensive plans with steps, dependencies, risks, and success criteria. Coordinates with specialist agents for planning input and validates plan completeness. Uses template-renderer for formatted output.Votes: 0GitHub stars: 40
- Pandas Data Manipulation RulesFocuses on pandas-specific rules for data manipulation, including method chaining, data selection using loc/iloc, and groupby operations.Votes: 0GitHub stars: 40
- Nativewind And Tailwind Css CompatibilityProvides specific version compatibility notes for NativeWind and Tailwind CSS to prevent common installation errors.Votes: 0GitHub stars: 40
- Multi Agent Architecture ReferenceDecision matrix for selecting multi-agent topologies (Supervisor, Swarm, Hierarchical, Conductor) with token economics, failure modes, and escalation pathsVotes: 0GitHub stars: 40
- Logging Module UsageEmploys the logging module judiciously to log important events, warnings, and errors.Votes: 0GitHub stars: 40
- Jupyter Notebook Best PracticesGuidelines for structuring and documenting Jupyter notebooks for reproducibility and clarity.Votes: 0GitHub stars: 40
- Hook UpdaterResearch-backed hook refresh workflow for updating existing hooks with TDD checkpoints and settings.json registration validation.Votes: 0GitHub stars: 40
- Graphql ExpertGraphQL expert including schema design, Apollo Client/Server, and cachingVotes: 0GitHub stars: 40
- Go ExpertGo programming expert including APIs, gRPC, concurrency, and best practicesVotes: 0GitHub stars: 40
- Gap DetectionDetect missing docs, undocumented files, project health issues, and coverage gaps on session start or on-demand. Scans for README gaps, TODO/FIXME counts, and test coverage holes.Votes: 0GitHub stars: 40
- Function Length And ResponsibilityThis rule enforces the single responsibility principle, ensuring functions are short and focused.Votes: 0GitHub stars: 40
- Form Validation With ZodEnforces the use of Zod for form validation throughout the project.Votes: 0GitHub stars: 40
- Fiber Logging And Project StructureApplies best practices for logging (zerolog/zap), project structure (cmd/internal/pkg), middleware registration order, and environment configuration in Go Fiber v2/v3 applications.Votes: 0GitHub stars: 40
- Dto ConventionsSets standards for Data Transfer Objects (DTOs), typically records, including parameter validation in compact canonical constructors.Votes: 0GitHub stars: 40
- Dry PrincipleThis rule enforces the Don't Repeat Yourself principle to avoid code duplication and improve maintainability.Votes: 0GitHub stars: 40
- Dispatching Parallel AgentsConcurrent investigation of independent failures. Use when multiple unrelated issues need parallel resolution.Votes: 0GitHub stars: 40
- Design And User Experience GuidelinesSpecifies design and user experience guidelines, including dark mode compatibility, responsive design, performance optimization, modern UI, and accessibility. This rule promotes a user-friendly and viVotes: 0GitHub stars: 40
- DebuggingSystematic 4-phase debugging with root cause investigation. Use when fixing bugs to prevent random fixes.Votes: 0GitHub stars: 40
- Containerization RulesRules for creating and maintaining Dockerfiles.Votes: 0GitHub stars: 40
- Configuration ManagementConfiguration management techniquesVotes: 0GitHub stars: 40
- Comprehensive Type AnnotationsRequires detailed type annotations for all Python functions, methods, and class members.Votes: 0GitHub stars: 40
- Composer Dependency ManagementRules pertaining to Composer dependency management, promoting best practices for declaring and updating dependencies.Votes: 0GitHub stars: 40
- Code Quality ExpertCode quality expert including clean code, style guides, and refactoringVotes: 0GitHub stars: 40
- Code Graph ContextStructural code graph queries via CodeGraphContext MCP (tree-sitter + KuzuDB). Find callers, callees, class hierarchies, dead code, and module dependencies.Votes: 0GitHub stars: 40