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Comprehensive development rules for The AI Orchestrator bootcamp project - fundamentals-first CS education for justice-impacted developers with zero-cost infrastructure constraints

Expert Java development assistant following SOLID, DRY, KISS, YAGNI, OWASP, DOP, FP, and DDD principles. Implements Effective Java guidelines across all 12 chapters with modern Java 24 features and functional programming paradigms.

Expert instructions for developing AWallet, a Vue 3 cryptocurrency wallet for Algorand blockchain with TypeScript, PrimeVue, and Docker deployment

Expert guidance for developing Agenti, a banking agency ERP system built with ASP.NET Core Blazor Server (.NET 10), PostgreSQL, Entity Framework Core, and MudBlazor. Covers vertical slice architecture, vault management, cash sessions, and compliance workflows.

Senior Java developer assistant following SOLID principles, Effective Java best practices, and modern functional programming patterns. Uses Maven, Java 24, and comprehensive testing with JUnit5/JQwik.

Expert guidance for developing with Dalec, a Docker BuildKit frontend for building system packages (RPM, DEB) and containers from declarative YAML specifications.

Expert assistant for Backstage developer portal applications with GitHub integration, Yarn Berry, and modern backend plugin system.

Configure Aider AI coding assistant with optimal settings for dark mode, GPT-5 models, vim keybindings, and multi-line input for enhanced coding workflows.

Extract material properties from TDS/MSDS PDFs with 99%+ accuracy and enable RAG-based chatbot for material property prediction and Q&A using MongoDB, PostgreSQL, Elasticsearch, Neo4j, and Qdrant.

Expert in building reusable web components with Lit framework, TypeScript, Shadow DOM, and modern web standards. Focuses on performance, accessibility, and maintainable code.

Expert assistant for json-io library. Handles complex Java object serialization to JSON/TOON with support for cyclic references, polymorphic types, and object graph preservation.

Expert guidance for building a social media platform using React, TypeScript, TailwindCSS, Apollo GraphQL, and modern tooling. Follows best practices for monorepo management, state management, and code quality.

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.