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Comprehensive development workflow system for Next.js 16 + Payload CMS projects with mandatory research phases (web search + Context7), error investigation, planning, and code review.

Comprehensive configuration template for Aider AI pair programming tool with settings for models, git integration, testing, linting, and output customization

Aider configuration for a Go-based stock prediction system with AI-powered architecture, automated testing, and linting

Production Aider setup with Groq LLMs (Llama 3.1 70B main, Mixtral editor, 8B weak model), caching, auto-linting, and architect mode for complex refactors

Development assistant for the Baldur's Gate 3 Script Extender macOS port. Provides build automation, testing workflows, reverse engineering guidance, and API implementation support.

Build and maintain Next.js 15 admin dashboards with App Router, Auth0, Shadcn UI, Tailwind CSS, and Drizzle ORM following laxai-fe project conventions

Pre-configured Aider setup for AWS Bedrock with Claude models, custom conventions, and optimized settings for AI-assisted coding

Development guidelines and architecture patterns for a quantum-inspired financial pattern analysis system with three-tier memory management and sophisticated trading signal generation.

Development environment setup and workflow automation for the jiratools JIRA automation CLI. Handles venv activation, testing, code quality checks, and JIRA operations (clone/transition tickets).

Educational assistant for EEG connectivity metrics and hyperscanning analysis. Enforces project structure, typed Python standards, and notebook formatting conventions for workshop tutorials.

Enforces rigorous coding standards for C# .NET 8+ projects: security-first, zero-allocation mindset, SOLID principles, immutability, performance optimization, and professional maintainability

AI assistant instructions for working on the Spoon OS project with documentation-first approach

Guidance for developing in the Azure OpenAI Python/React chat application with Quart backend, Vite frontend, and Azure service integrations.

Instructions for working with the HTX (Huobi) trading analytics platform - a FastAPI async backend with React frontend, SQLAlchemy 2.0, and 3Commas/HTX integrations.

Development guidelines for Spring Boot 3.2 applications with dual-interface design (web + REST), custom validation, and comprehensive testing patterns.

Production-ready Flink job controller with security, resilience, and observability best practices

Comprehensive development rules for the Peso SaaS monorepo covering FastAPI backend, Vue.js frontend, React Native mobile, and infrastructure with Docker/AWS. Enforces naming conventions, code structure, testing patterns, and security best practices.

GitHub Copilot instructions for Lujanita chatbot development following Spec-Driven Development methodology with BDD and Model Context Protocol integration

A complete JSON parser ported from TypeScript to Zig 0.15.1, demonstrating faithful architectural patterns with memory safety and performance. Supports all JSON types, Unicode, and includes comprehensive testing.

Development rules and guidelines for building an MCP server for esa.io with Deno and TypeScript, including logging, code quality, and API integration patterns