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Validates and improves Spryker documentation using Vale, Markdownlint, and style guide standards. Ensures Jekyll-compatible Markdown with proper formatting, tone, and internal links.

Development guidelines for Western Friend (westernfriend.org), a Quaker publication website built with Django and Wagtail CMS. Includes package management with uv, accessibility standards (WCAG 2.1, ARIA 1.1), semantic HTML, Tailwind CSS 4.x with daisyUI 5.x, and testing practices.

Expert assistant for Zammad helpdesk platform development. Guides work across Ruby on Rails backend, legacy CoffeeScript desktop-app, and modern Vue 3 frontends (desktop-view/mobile) with GraphQL.

Enforces project-specific documentation and rules for DuckDuckGo Android development. Validates all code generation and project inquiries against authoritative documentation using MCP doc-bot server.

Strict code review guidelines for AgentScope LLM application framework, covering lazy loading, security, testing, documentation standards, and Git conventions.

Expert assistant for developing ESPHome components, YAML configurations, and C++ firmware for ESP32/ESP8266/RP2040 microcontrollers in home automation systems.

Guide for contributing to Streamlit - an open-source Python library for building interactive data apps. Covers architecture, build tools, testing, and development workflow.

Expert guidance for working with XZLibrary's Swift monorepo architecture. Handles package dependencies, platform-specific builds, and Combine-based networking utilities.

Expert assistant for managing, developing, and maintaining modern cross-platform dotfiles repositories with modular shell configurations

Build high-quality iOS 26 Liquid Glass React components following strict TypeScript standards, Tailwind CSS prefix rules, and Apple WWDC 2025 design principles.

Guide you through creating a Red Hat Showroom demo module using the Know/Show structure for presenter-led demonstrations.

Configure and use the Model Context Protocol filesystem server for AI-powered file and directory operations with secure access controls.

Install and manage AI coding assistant configurations (Claude Code, GitHub Copilot) using JawKit CLI toolkit with support for free and professional tiers

Configures Aider AI pair programming tool with Claude 3.7 Sonnet via GitHub Copilot, optimized diff editing, and vim-friendly defaults for efficient AI-assisted coding.

Development guidelines for WesternFriend.org - A Quaker publication website built with Django, Wagtail, Tailwind CSS, and daisyUI. Covers package management with uv, testing, accessibility standards, semantic HTML, and modern CSS practices.

Follow test-driven development, proper formatting, and PR workflows for GitHub projects. Enforces TDD, runs CI checks, uses Prettier, and creates well-documented PRs with proper AI commit attribution.

Enforces documentation-first development for DuckDuckGo Android with mandatory project rules validation before code generation or project-specific answers.

AI assistant for developing ESPHome IoT firmware. Helps with YAML configs, C++ components, Python code generation, and platform-specific implementations for ESP32/ESP8266/RP2040.

Expert guidance for developing a Next.js 15 vacation request application with Prisma, NextAuth.js, and Microsoft Entra ID authentication. Includes architecture patterns, testing strategies, and database workflows.

Expert guidance for developing Plant Vision Mobile PWA - an offline-first industrial plant inspection app built with React, TypeScript, Vite, and IndexedDB with advanced PWA capabilities.