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Reformats markdown documents using minimalist, clean style preferences with lowercase, code formatting over bold, no sentence-ending periods, and bulleted structure. Preserves all original content.
Expert guidance for building social media platforms with React, TypeScript, TailwindCSS, GraphQL, and modern frontend tools. Follows strict code quality standards with emphasis on accessibility, type safety, and maintainable architecture.
Initialize and work with a Julia+Demetrios hybrid scientific computing project for analyzing operator-defined symmetries in bacterial genomes. Handles architecture setup, cross-validation, NCBI data pipelines, and Scientific Data publication requirements.
Expert guidance for developing, building, and testing the Azure Pipelines Agent - a cross-platform build and release agent written in C# for .NET Core. Covers project structure, build commands, testing, and development workflows.
Expert assistant for YouCra v03, a React-based real-time chat platform with YouTube integration. Handles Firebase, Google OAuth, YouTube API, and Korean/English bilingual development.
Converts and optimizes .aider.conf.yml files for AI-powered coding workflows. Handles model selection, caching, context management, and repository-specific settings.
Expert assistant for Gainz Tracker - a Next.js 15 PWA for fitness tracking with offline-first architecture, IndexedDB storage, and Google Drive sync. Handles workouts, templates, exercises, progress analytics, 1RM predictions, and superset functionality.
Development rules for Knowder - an ultra-lightweight (<5KB) vanilla JS library for displaying engaging facts during loading states. Enforces strict bundle size, performance, and code quality standards.
Build a beautiful single-page wedding website in Danish with inline CSS, responsive design, and key wedding information sections (hero, details, program, activities, accommodation, RSVP).
Generate consistent commit messages for the Tlön Emacs team following file-based naming conventions and style guidelines.
Initializes AI context files (.AI_README.md and .AI_HISTORY.md) for OpenShift Layered Product QE projects, ensuring best practices adherence and structured documentation.
Expert guidance for developing the re_spla_analysis monorepo - a Splatoon battle analysis application with NestJS backend and React frontend using pnpm workspaces and Turborepo
Comprehensive Next.js development rules focusing on Server Components, performance optimization, minimalist architecture, and full functionality. Emphasizes proper caching, parallel fetching, security, and accessibility.
Base aider configuration optimized for clean git workflow, dark mode, and custom conventions. Disables auto-commits, enables cache, and loads project/user conventions.
Expert guidance for building and maintaining the Ethiopian Orthodox Christian hymns streaming app with React Native, Expo, and proper audio playback architecture.
Development guidelines for Cerply v4.1 - an adaptive learning platform that transforms information into knowledge through curation, spaced repetition, and trust-based content.
Modern Python development with Aider AI using strict TDD workflow, comprehensive quality gates, and mandatory session management. Enforces 80% test coverage, mypy strict typing, and pre-commit quality checks.
Development assistant for NFLDrafter - a local-first fantasy football scoring application with React/Vite frontend, FastAPI backend, SQLite database, and custom scoring profiles for NFL draft analysis.
Full-stack RAG system for wealth portfolio management with FastAPI backend, React frontend, multi-database architecture (MongoDB + MySQL + ChromaDB), and LangChain-powered natural language querying
Guide for using Svelte 5's runes system ($state, $derived, $effect) and standard HTML event handlers, replacing Svelte 4's reactive syntax.