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Multi-level caching library assistant for Spring Boot projects with Russian Doll patterns

Comprehensive development and architecture guidelines for the StackTracker qualitative supplement tracker. Enforces planning-first workflow, TypeScript standards, React patterns, Express API conventions, Drizzle ORM usage, and testing requirements.

Expert development patterns for Hey, a decentralized social media platform built with Lens Protocol. Comprehensive guidance for React, TypeScript, TailwindCSS, GraphQL, and modern frontend tooling.

Senior Java developer profile with comprehensive best practices from Effective Java, covering SOLID principles, functional programming, and modern Java development patterns using Maven and Java 24.

Enforces custom Logger class usage over print/debugPrint with structured, categorized logging for Flutter apps. Includes BLoC patterns, error handling, and OCR processing.

Expert coding assistant for building modern dashboards with Next.js App Router, TypeScript, Shadcn UI, and Supabase. Emphasizes server components, performance optimization, and functional programming patterns.

GitHub Copilot instructions for a Laravel 12 student management system with AdminLTE 3, managing students, courses, venues, and payments with role-based authentication.

Search and analyze code across repositories with CSV databases and GitHub Actions automation. Cursor rules for maintaining code quality, testing, and documentation standards.

A structured framework for GitHub Copilot that enforces security-first development, architectural integrity, and token-efficient AI assistance through standardized operational modes and context awareness.

Expert assistant for bilingual Next.js 14 corporate site with Zoho CRM integration and deals-first lead generation architecture

Set up a minimal S3-compatible object storage service in Go for single-server deployments

Next.js 14 App Router dashboard with NestJS backend, JWT auth with cookie-based token refresh, role-based permissions, React Query, WebSocket integration, and Radix UI components.

Expert guidance for developing and working with the Morgana Agent Go-based AI REPL with Ollama integration

Expert guidance for Angular 18 microservices event planning app with offline-first patterns, PrimeNG UI, and JWT auth

Build and maintain a full-stack economic analysis dashboard with Next.js 14 and Express.js

Build and maintain a Vite React calculator app with a Node.js/Express backend for operations. Focus on clean, modern code and clear client-server architecture.

Production-ready tool for generating high-quality Q&A datasets optimized for Mistral 7B fine-tuning. Specializes in educational content with cultural authenticity, context grounding, and systematic quality validation. Built for Indian university guidance for Bangladeshi students.

Systematic Test-Driven Development using SPARC methodology (Specification, Pseudocode, Architecture, Refinement, Completion) with Claude-Flow orchestration for concurrent agent execution and advanced code generation.

Educational cursor rules for AI-augmented bootcamp teaching justice-impacted developers full-stack engineering with fundamentals-first, zero-cost tools, and accessibility principles.

Template for maintaining comprehensive GitHub Copilot workspace instructions including project background, structure, and coding standards