Rules
Cursor rules — .mdc and .cursorrules instruction packs that steer AI coding for Next.js, React, Laravel, Python, and other stacks.
Expert guidance for writing clear, optimized Rell blockchain code with best practices.
Expert guidance for pandas, scikit-learn, and Jupyter-based data analysis workflows.
Expert guidance for PHP Telegram bots using Plasticode framework with SOLID principles.
Automated accessibility testing for Playwright with axe-core and WCAG 2.1 AA compliance checks.
Playwright API testing with TypeScript, pw-api-plugin, and schema validation
Playwright test framework with defect tracking, case ID tagging, and qa-shadow-report integration.
Expert QA guidance for writing maintainable Playwright E2E tests with TypeScript.
Integration testing with Playwright and TypeScript for web applications.
Safe PostgreSQL migrations, parameterized queries, and production-grade indexing strategy.
Structured PR review prompts with severity ranking, file citations, and four review angles: security, performance, tests, architecture.
Create standardized PR templates with structured sections for purpose, testing, and review criteria.
Create comprehensive project epics and user stories aligned with agile methodologies.
Expert FastAPI backend development with async-first patterns, Pydantic validation, and performance optimization.
PyQt6 framework for building EEG signal processing applications with responsive UI and real-time analysis.
PySpark ETL development with idiomatic code style, joins, window functions, and Iceberg patterns.
Python best practices for Flask and SQLite development with modern patterns and security guidelines.
Expert Python and TypeScript code generation with Django, React, Tailwind, and InertiaJS best practices.
Python 3.12 FastAPI development with Pydantic, SQLAlchemy, and authentication best practices.
Expert guidance for Python development with containerization best practices.
Python development with typing, pytest, modular structure, and Ruff linting.
Python development guidance with command-line and file system expertise.
Expert guidance for Django development following best practices, security, and performance optimization.
FastAPI best practices, async patterns, and Pydantic validation for Python web APIs
FastAPI best practices: async-first, functional design, Pydantic validation, and scalable patterns.
FastAPI scalable API development with TypeScript/React frontend and PostgreSQL backend.
Flask development guide for Drawscape Factorio module integration with JSON data handling.
Python development with GitHub integration, enforcing style, testing, security, and CI/CD standards.
Python LLM & ML development with strict typing, modern tooling, and production-ready patterns
Python development guide emphasizing modular structure, testing, and AI-friendly practices.
PyTorch and scikit-learn for chemistry ML with best practices for data handling, model evaluation, and reproducibility.