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Expert guidance for developing and maintaining FS25 Vehicle Sorter, a Python desktop app that reorders vehicles in Farming Simulator 2025 savegames by modifying vehicles.xml files.

Error prevention and best practices enforcement for agent-assisted coding. Use when writing code to catch common mistakes, enforce patterns, prevent bugs, validate inputs, handle errors, follow coding standards, avoid anti-patterns, and ensure code quality through proactive checks and guardrails.

Convert MCP tools into TypeScript APIs that LLMs can orchestrate through generated code instead of direct tool calls. Enables complex workflows with error handling and multi-step operations.

Configure Aider AI pair programming tool with git integration, model settings, and file handling preferences for automated commits and diff visualization.

AI assistant for FeedFlow RSS Reader - a Kotlin Multiplatform app targeting Android, iOS, macOS, Windows, and Linux with Compose and SwiftUI. Handles builds, tests, i18n, and platform-specific development.

Fast onboarding for AI agents working on Zammad, an open-source helpdesk/customer support platform. Provides mental model of the Rails + Vue 3 codebase, tech stack, project structure, and coding standards.

Enforces project-specific documentation and coding standards for the DuckDuckGo Android app through mandatory documentation lookups before generating code or answers.

Expert guidance for developing and testing security-focused markdown sanitization packages (harden-react-markdown and markdown-to-markdown-sanitizer). Provides repository-specific commands, testing strategies, and security best practices.

Expert guidance for working with WAVS (WASI AVS) projects - Ethereum Attestation Service integration with WebAssembly components

Expert guidance for developing and maintaining the canvas-effect-gallery vanilla JavaScript project - a real-time animated canvas effects showcase using ES6 modules and browser-native APIs.

Expert guidance for developing the legend-saga Rust library for microservice communication via RabbitMQ with saga patterns and audit logging.

Translate localization files (TRA) for Infinity Engine games like Baldur's Gate using multiple translation engines, process Russian text, handle dialogue files, and manage game mod translations.

Expert guidance for working with a multi-module Maven Spring Boot project featuring both traditional (MVC/JPA) and reactive (WebFlux/R2DBC) implementations with performance testing infrastructure.

Enforces Storj project commit message format using scope:message pattern without AI attribution or co-author tags

Enforces Test-Commit-Revert (TCR) discipline by blocking direct git commits and requiring all changes to pass tests before committing. Protects critical scripts and config files.

Personal Aider configuration with Black Metal theme, vim mode, and streamlined git workflow. Disables auto-commits, linting, and testing for manual control.

Comprehensive configuration for Aider, the AI pair programming tool. Includes settings for models, git integration, output styling, repo mapping, and workflow automation. Optimized for dark mode terminals with custom colors.

Configure aider AI coding assistant with custom settings for model selection, output colors, git behavior, and more. Based on neonvoidx/dotfiles configuration.

Professional Aider setup with multi-model support, custom commit rules for dotfiles/tlon projects, auto-linting, and project-specific conventions from global_conventions.md

Generate commit messages in benthamite's style - filename prefix without extension, colon, then lowercase description of change