debugpytorch
Debug PyTorch issues systematically. Use when encountering tensor errors, CUDA out of memory errors, gradient problems like NaN loss or exploding gradients, shape mismatches between layers, device conflicts bet...
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Debug PyTorch issues systematically. Use when encountering tensor errors, CUDA out of memory errors, gradient problems like NaN loss or exploding gradients, shape mismatches between layers, device conflicts bet...
Refactor PHP/Laravel code to improve maintainability, readability, and adherence to best practices. This skill transforms code using modern PHP 8.3+/8.4+ features like property hooks and typed constants, Larave...
Refactor Docker configurations to improve security, performance, and maintainability. Transforms insecure Dockerfiles and docker-compose files into production-ready containers following 2025 best practices. Imp...
Debug Laravel applications systematically with this comprehensive troubleshooting skill. Covers class/namespace errors, database SQLSTATE issues, route problems (404/405), Blade template errors, middleware issu...
Refactor Express.js/Node.js code to improve maintainability, readability, and adherence to best practices. Transforms callback hell, fat route handlers, and outdated patterns into clean, modern JavaScript/TypeS...
Refactor Ruby on Rails code to improve maintainability, readability, and adherence to best practices. This skill transforms messy Rails code into elegant, well-structured solutions following Rails conventions a...
Debug Spring Boot issues systematically. Use when encountering bean errors like NoSuchBeanDefinitionException, circular dependency issues, application startup failures, JPA/Hibernate problems including LazyInit...
Refactor Flutter/Dart code to improve maintainability, readability, and performance. This skill applies Dart 3 features like records, patterns, and sealed classes, implements proper state management with Riverp...
Refactor Flask code to improve maintainability, readability, and adherence to best practices. This skill transforms Flask applications using the application factory pattern, Blueprint organization, and service...
Refactor Nuxt.js/Vue code to improve maintainability, readability, and adherence to best practices. Identifies and fixes DRY violations, oversized components, deep nesting, SRP violations, data fetching anti-pa...
Debug Kubernetes clusters and workloads systematically with this comprehensive troubleshooting skill. Covers CrashLoopBackOff, ImagePullBackOff, OOMKilled, pending pods, service connectivity issues, PVC binding...
Debug ASP.NET Core and .NET applications with systematic diagnostic approaches. This skill covers troubleshooting dependency injection container errors, middleware pipeline issues, Entity Framework Core query p...
Use this skill when the user asks to "create a GitHub release", "publish a release", "make a release", "draft release notes", or needs guidance on using gh CLI to manage GitHub releases. This skill specializes...
Use this skill when the user asks to work with GitHub from the command line using gh CLI. This includes managing repositories, issues, pull requests, releases, authentication, codespaces, actions, and any other...
Guide for creating new skills in this system with proper frontmatter format. Use when adding new skills, updating skill templates, or reviewing skill structure.
Test-Driven Development process knowledge, quality standards, and workflow guidance
4-phase debugging process (Observe, Hypothesize, Test, Fix) for complex issues. Use when debugging fails, investigating flaky tests, tracking root causes, or facing mysterious bugs.
Clean Architecture, SOLID principles, and architectural decision guidance. Use when designing systems, evaluating architecture, making structural decisions, or reviewing for maintainability.
Structured Socratic questioning for exploring ideas and solutions. Use when exploring new features, evaluating approaches, or need to think through complex decisions.
Guide for creating distinctive UI designs that avoid generic templates. Use when designing new UI components, screens, or evaluating designs for uniqueness and purpose.
Resilient React component testing strategies focusing on user behavior. Use when writing or reviewing UI tests, fixing flaky tests, or establishing testing patterns.
Evidence-based verification checklist before marking work complete. Use before PRs, releases, marking tickets done, or any "I'm finished" declaration.
Reviews GitHub PRs for merge readiness and fixes review feedback using gh CLI. Use when user says 'review PR', 'check PR status', 'is my PR ready', 'what's blocking merge', 'fix comments', 'address feedback', '...
Consult Oracle knowledge base for decisions, patterns, and wisdom. Use when user asks "should I", "what's the best way", "have we done this before", "remind me about", "what's the pattern". Use PROACTIVELY befo...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.