machine-learning
Machine learning development with JAX, functional programming patterns, and high-performance computing.
matplotlib-best-practices
Best practices for Matplotlib data visualization, plotting, and creating publication-quality figures in Python
micronaut
Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and cloud-native microservices
microservices
Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean architecture, observability, and resilience.
nuxtjs-vue-typescript
Best practices for building Nuxt 3 and Vue 3 applications with TypeScript, the Composition API, and Tailwind CSS. Use when structuring Nuxt/Vue projects, writing composables, typing components and props, wiring up server routes and plugins, or optimizing Nuxt builds and Web Vitals.
nx
Best practices for Nx monorepo development, project configuration, and code generation
playwright
Playwright end-to-end testing best practices for web applications, covering test design, locator strategies, and assertion patterns.
pnpm
Best practices for pnpm package manager, workspace management, and monorepo configuration
react-native-cursor-rules
React Native development best practices for TypeScript, functional components, performance optimization, and styling guidelines.
react
Expert in React development with modern patterns, hooks, and performance optimization
redis-best-practices
Redis development best practices for caching, data structures, and high-performance key-value operations
redux-toolkit
Comprehensive Redux Toolkit best practices for React and Next.js applications with TypeScript.
security-best-practices
Security best practices for backend development, microservices, and secure coding patterns with emphasis on input validation and authentication
systemverilog
SystemVerilog development guidelines for FPGA and ASIC design covering modular design, verification, and timing optimization.
vue-typescript
Expert in Vue.js TypeScript development with Vite, Pinia, and modern UI frameworks
web-development
Web development guidelines covering Bootstrap, Django, HTMX, and general web best practices
web-scraping
Expert in web scraping and data extraction with Python tools
webpack-bundler
Best practices and guidelines for Webpack module bundler configuration, optimization, and development workflows
websocket-development
Best practices and guidelines for building real-time applications with WebSocket communication
angular
Expert in Angular TypeScript development with scalable, high-performance patterns
anime-js
Expert guidelines for building performant animations with Anime.js animation library
anthropic-claude-development
Expert guidance for Anthropic Claude API development including Messages API, tool use, prompt engineering, and building production applications with Claude models.
apollo-graphql
Guidelines for developing GraphQL APIs and React applications using Apollo Client for state management, data fetching, and caching
astro
Expert in Astro framework with static generation and partial hydration patterns
auth0-authentication
Guidelines for implementing Auth0 authentication with best practices for security, rules, actions, and SDK integration
autogen-development
Expert guidance for Microsoft AutoGen multi-agent framework development including agent creation, conversations, tool integration, and orchestration patterns.
automl-hyperparameter-optimization
Best practices for AutoML and hyperparameter search with Optuna, Ray Tune, and PyCaret, covering search-space design, validation splits, and leakage prevention. Use when tuning model hyperparameters, setting up a pruned or distributed hyperparameter search, designing a nested validation scheme, or evaluating whether an AutoML leaderboard result is production-ready.
aws-development
AWS development best practices for Lambda, SAM, CDK, DynamoDB, IAM, and serverless architecture using Infrastructure as Code.
azure
Azure cloud development guidelines for ARM templates, Azure Pipelines, Kubernetes, and cloud-native services.
bash-scripting
Bash scripting guidelines covering security, portability, error handling, and automation best practices for DevOps.
beautifulsoup-parsing
Expert guidance for HTML/XML parsing using BeautifulSoup in Python with best practices for DOM navigation, data extraction, and efficient scraping workflows.
bitbucket-workflow
Bitbucket best practices for pull requests, Pipelines CI/CD, Jira integration, and Atlassian ecosystem workflows
blazor
Guidelines for Blazor development including component lifecycle, state management, and performance optimization
blender-python-addon
Best practices for writing Blender Python add-ons using the bpy API, covering operators, panels, properties, registration, and API-safe scripting. Use when creating a Blender add-on, defining bpy.types.Operator or Panel classes, registering PropertyGroup settings, writing register()/unregister() functions, working with bmesh, or debugging add-ons in Blender's Python console.
blockchain
Expert guidelines for blockchain development including CosmWasm, Cosmos, and cross-chain patterns
bootstrap
Bootstrap development guidelines for responsive layouts, components, and utility-first styling.
business-central-development
Expert guidance for Microsoft Dynamics 365 Business Central development using AL language and extensions
cheerio-parsing
Expert guidance for HTML/XML parsing using Cheerio in Node.js with best practices for DOM traversal, data extraction, and efficient scraping pipelines.
chrome-extension-development
Expert guidelines for Chrome extension development with Manifest V3, covering security, performance, and best practices. Use when building browser extensions, creating popup UIs, implementing content scripts, working with Chrome APIs, managing extension permissions, or publishing to Chrome Web Store.
ci-cd-best-practices
CI/CD best practices for building automated pipelines, deployment strategies, testing, and DevOps workflows across platforms
clean-code
Clean, maintainable, human-readable code principles combined with anti-over-engineering discipline: naming, single responsibility, DRY, and scoping changes to exactly what was requested. Use when writing new code, refactoring existing code, reviewing code for quality, or deciding how much abstraction a change actually needs.
computer-vision-opencv
Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.
data-jupyter-python
Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
deep-learning-pytorch
Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.
deno-typescript
Guidelines for developing with Deno and TypeScript using modern runtime features, security model, and native tooling
design-systems
Comprehensive design system guidelines for building consistent, accessible, and scalable component libraries. Use when creating design tokens, building component libraries, implementing design systems, setting up theming architecture, or establishing UI governance processes.
django-python
Expert in Django Python web development with best practices
drizzle-orm
Guidelines for developing with Drizzle ORM, a lightweight type-safe TypeScript ORM with SQL-like syntax
drupal-development
Expert guidance for Drupal 10 module development with PHP 8+, SOLID principles, and Drupal coding standards
elasticsearch-best-practices
Elasticsearch development best practices for indexing, querying, and search optimization
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