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Expert guidance for building AI agents with Scrapybara SDK - remote desktop automation, computer use tools, and structured agent workflows

Build full-stack React 19 + React Router 7 apps with RSC, Drizzle ORM, Conform forms, daisyUI, and server actions following jacob-ebey's opinionated conventions.

Development assistant for gatsby-theme-chronogrove - a GatsbyJS theme with social dashboard widgets, Redux state management, and comprehensive testing.

Structured workflow system for AI-driven development using Plan/Agent modes, scratchpad task management, and comprehensive memory tracking for DevOps automation

Optimized Laravel development environment for building Salesforce API integration packages with robust REST client patterns.

Coding conventions for Presetter: American English, lowercase JSDoc with action verbs, minimal comments, Vitest testing standards.

Development workflow for TypeScript-based Minecraft Bedrock Edition content creation tools (React web app + NodeJS CLI)

Development guidelines for building React wrappers around TradingView's Lightweight Charts library with TypeScript, ESM-only, and strict functional patterns.

AI assistant for SpectraFit - a scientific data fitting tool for spectroscopy and peak analysis

Expert assistant for the CPG (Code Property Graph) project - a multi-module platform for code analysis and security compliance with Kotlin backend and Svelte 5 frontend.

Build and extend Nostr protocol applications using React, TailwindCSS, Vite, shadcn/ui, and Nostrify framework

Curate knowledge graph metadata following KG-Registry schema. Validate resources, expand stub entries, and maintain data quality standards.

Development guidance for React-based pension calculator with Monte Carlo simulation

C++11 buffer library following Boost C++ Libraries conventions. Snake_case naming, 4-space indentation, RAII patterns, Javadoc-style documentation, and platform-aware symbol visibility.

Validates Spryker documentation markdown files against Vale and Markdownlint, ensures proper link format, and evaluates content against documentation standards with specific amendments only.

Senior fullstack development rules for OpenDidac educational platform. Expert guidance for ReactJS, NextJS, NextAuth, Prisma ORM, PostgreSQL, and modern web technologies with emphasis on code quality and accessibility.

Production-ready Aider configuration with OpenRouter, caching, custom conventions, and optimized repo mapping

Configure Aider to use local Ollama instance with DeepSeek Coder model for privacy-focused AI pair programming with solarized dark theme

Multi-agent Aider configuration for local AI coding with role-based model routing, optimized for M2 16GB systems

Configure Aider AI coding assistant for Python projects with auto-commits, Russian commit messages, and automatic linting with Ruff and Black.