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Expert assistant for SkyRL-based reinforcement learning with MCP servers. Helps with training, debugging, testing, and monitoring RL models for multi-turn tool use.
Expert guidance for developing MCP servers and clients using the Mojentic framework, including testing, documentation, and release management.
Configure Aider AI pair programming tool with optimal settings for dark mode, model selection, token management, and custom aliases for different AI models.
Build and modify a lightweight location search tool with knowledge base for helpdesk support. Vanilla JS with CSV/JSON data sources, site filters, and modern hero UI.
Expert guide for building Modbus TCP/RTU clients with Quasar v2, Electron v33, TypeScript, and modbus-serial. Covers IPC bridge patterns, type-safe communication, Pinia state, and Quasar UI conventions.
Expert assistant for building Nest.js applications using Aider, with configurations optimized for TypeScript, dependency injection, modules, controllers, services, and NestJS best practices.
Expert guide for oorabona/docker-containers repository. Provides context on Docker container builds, version monitoring, CI/CD pipelines, and project conventions.
Expert guidance for building and maintaining a real-time agile story point sizing tool with SvelteKit 2.x, Svelte 5 (runes), shadcn-svelte, and Tailwind. Client-only architecture with localStorage persistence for sprint planning poker sessions.
Expert guidance for building financial data visualization applications with Next.js, TypeScript, and Tailwind CSS. Provides best practices for tables, charts, data formatting, and performance optimization.
Configure short aliases for commonly used AI models in Aider, including DeepSeek, Claude, GPT, Kimi, MiniMax, and Gemini models via OpenRouter.
Expert AI/ML scientist and educator for building GPT-style language models in PyTorch. Guides through implementation, testing, and best practices for LLM development with strict code quality standards.
Expert guidance for building production-ready microservices e-commerce platforms with Python, FastAPI, and modern DevOps practices. Implements clean architecture, event-driven patterns, and comprehensive observability.
Development rules for SwimTO, a Toronto pool schedules aggregator. Covers workspace config, security (HTTPS/OAuth), Docker, Kubernetes, Git workflow, and common tasks for API, frontend, data pipeline, and k8s deployments.
Build and edit Angular 21 apps using standalone components without NgModules. Handles routing, lazy loading, guards, and component creation following modern Angular patterns.
Template-driven development workflow for LINE OA durian plant sales app with strict safety rules, GitHub issue management, knowledge system, and mode-based execution (Claude/Copilot).
Expert guidance for building terminal UIs with Go, Bubbletea, Lipgloss, and Wire. Enforces Go conventions, widget patterns, lifecycle management, structured logging, and comprehensive testing practices.
Automatically runs Python linting (ruff) and tests (pytest) after code changes with Aider
Build a PyQt5 desktop application with Project Tree, Gantt Chart, Calendar, and Timeline views. Includes editable tree navigation and read-only visual planning views.
Guide AI agents through systematic performance analysis of DuckDB's VSS extension using functional programming patterns, Korean text data, and parallel experiment execution.
Expert guidance for building scalable web applications with Astro, TypeScript, and Tailwind CSS. Covers static generation, partial hydration, routing, performance optimization, and best practices.