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Python agent that automates engineering tasks following delivery workflow best practices. Uses latest versions of libraries and frameworks by default unless specified otherwise.

Comprehensive development guidelines and architecture rules for the Ness.OS project, covering project structure, documentation standards, agent separation, and integration patterns.

Local-first AI coding assistant configuration optimized for CPU-only setups with DeepSeek reasoning model, automated NixOS hygiene, and constitutional context awareness.

GitHub Action to set up Vite+ (vite-plus-cli) with dependency caching support for CI/CD workflows

Development rules for pnpm monorepo with NestJS backend, Nuxt dashboard (Shadcn), and Nuxt frontend (Nuxt UI). Includes modular architecture patterns, component structure, and Prisma workflow.

C-based order book simulator with Gemini 2.5 Pro. Git tracking enabled, auto-commits disabled, no attribution. Optimized for exchange mechanics exploration and modular architecture.

Expert assistant for Webarmonium real-time collaborative music platform. Helps with gesture recognition, algorithmic music generation, multi-user synchronization, and audio architecture.

Chrome DevTools extension development environment for debugging WebSocket connections. Includes monorepo workspace setup with extension, test apps, and e2e testing infrastructure.

AI assistant for querying Microsoft Dataverse using SQL through MCP tools. Retrieves transactional data, validates metadata, converts FetchXML, and formats results with deep links.

Generate architecture diagrams using Python diagrams library from user descriptions. Analyzes architectures, selects appropriate nodes, and produces executable Python code for visual diagrams.

Enforces snake_case naming, PascalCase classes, docstrings, 79-char lines, list comprehensions, and comprehensive test coverage with edge case validation.

Development workflow instructions for duck-dag, a WASM-powered data pipeline builder with DuckDB, React Flow, and Monaco Editor. Includes dev server behavior rules and BMad Method integration.

Aider configuration optimized for IBKR TWS API development with Gemini models, Bazel builds, and focused code generation without architect mode.

Full-stack development rules for Vently, a mobile-friendly event discovery and community engagement platform with map-based navigation, ticket purchasing, and community management features.

Guides GitHub Copilot through structured project setup with checklist-based tracking for scaffolding, customization, compilation, and documentation tasks.

Expert full-stack development for VIRGA vehicle inspection platform. Enforces TypeScript/JavaScript best practices, Tailwind-first styling, accessibility standards, DRY principles, and step-by-step pseudocode planning before implementation.

Specialized instructions for building a static website for Siddha Durga Puja committee using HTML, Tailwind CSS, and vanilla JavaScript. Optimized for AI coding agents working with GitHub Copilot.

Multi-agent stock analysis system using LangGraph with technical, fundamental, sentiment, and macro analysis to generate trading decisions with risk assessment

AI-powered development assistant for building n8n community nodes. Includes auto-linting, hot-reload support, and comprehensive documentation context for declarative node patterns.

Expert assistant for building AI agents with Scrapybara SDK - manage remote desktop instances, browser automation, and computer use with TypeScript