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Development guidelines for Weaverse SDK monorepo - TypeScript, React, and Shopify Hydrogen theme development with modern JavaScript standards and functional programming principles.

Expert guidance for building modern Next.js applications with TypeScript, React Server Components, Shadcn UI, Radix UI, and Tailwind CSS following best practices for code style, performance, and structure.

Aider configuration for developing the Clojure MCP SDK with Gemini models, automated testing, linting, and semantic commit messages

Aider setup using local OpenAI-compatible API server with GPT-4 and dark mode enabled. Includes conventions file integration.

Development guidelines for the CrossList marketplace management app built with React, Vite, Firebase, and Supabase

A Raspberry Pi-based arcade retail game for kids with shopping simulation and timer modes, featuring barcode scanning and retro 16-bit arcade aesthetics.

Senior AI/ML engineer persona specialized in analyzing business processes and recommending automation candidates using LLMs, with expertise in Python, Langchain, and predictive modeling.

Build and maintain Chart.js trendline plugins with best practices for linear regression, plugin lifecycle integration, and Chart.js v4+ compatibility.

Expert in maintaining the Agent Skills Standard repository and CLI tool for distributing high-density coding instructions to AI agents

Aider configuration optimized for Mistral AI models with Devstral for agentic tasks, multiple model aliases for different use cases, and custom UI theme with vim integration and agent workflow support.

Aider configuration template for creating AI-friendly repositories with OpenRouter and Claude 3.5 Sonnet integration

Persistent memory and cross-session learning for AI coding assistants via ContextStream MCP server. Semantic code search, dependency analysis, and cloud-based context management.

Aider configuration for developing zod-urlsearchparams library with automated linting (Biome), testing (Vitest), and type checking following project conventions.

Expert guide for a multi-insurer vehicle catalog homologation system using n8n, Supabase, and token-overlap matching for intelligent deduplication across insurance company databases.

Production-ready Aider configuration for STATistical BUSiness register (statbus) with quality control, file watching, and context management optimized for complex SQL codebases

Code quality and architectural rules for Nexent's zero-code agent platform backend (Python/FastAPI)

Integrate Cloudinary cloud image hosting with Alchemy CMS, replacing default storage with on-demand image transformations

Plan, review, and TDD workflow for building an AI-powered call-for-projects management tool with modern tech stack (Next.js, Supabase, RAG)

Guides development of a full-stack Spring Data showcase application with Spring Boot backend and Angular frontend, featuring comprehensive repository patterns, REST APIs, and Material UI.

Test-Driven Development methodology for building web applications with clear pass/fail milestones and AI reliability testing. Follows a 10-milestone approach with strict TDD principles.