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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

Provide context-aware guidance to Claude Code when working with code in a repository. Automatically reads and interprets CLAUDE.md files to understand project architecture, setup, and conventions.

Expert guidance for developing Model Context Protocol servers using Goa and Goa-AI frameworks. Covers design-first development, CI/CD, testing, and MCP tool implementation.

Development guide for the Localhost-Tunnel monorepo - a production-ready localhost tunneling service with HTTP/TCP support, team collaboration, and multi-provider payments

Expert guidance for working with the Ward&Westminster Hugo theme - a mobile-first editorial theme for long-form content with dark mode, series support, and corrections tracking.

Generate print-ready name tags in TownStix US-10 format (4" x 2" labels, 10 per sheet) from CSV files or Google Sheets with flexible column mapping and HTML/PDF export.

Development guidelines and tooling setup for the CyVerse portal2 project, including code standards, validation patterns, and Python/Node.js workflows.

Pre-configured Aider setup for modern Next.js apps with TypeScript, testing, and linting workflows

Complete Aider AI coding assistant configuration template with all available settings for model selection, git integration, output customization, and workflow automation.