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Guide for developing mq, a jq-like command-line tool for Markdown processing in Rust. Covers coding conventions, project structure, testing, and contribution guidelines.

Expert at writing unified documentation for LangChain products using Mintlify MDX format with language-specific code fences and snippet handling

Expert guidance for developing FeedFlow, a Kotlin Multiplatform RSS reader with Compose and SwiftUI. Handles builds, tests, formatting, and platform-specific workflows for Android, iOS, Desktop, and web.

Expert assistant for Rush monorepo development and management. Helps with project structure, dependency management, build processes, and Rush-specific commands and configurations.

Expert guide for ESPHome IoT firmware development. Handles YAML configs, C++ codegen, component creation, and multi-platform microcontroller support (ESP32/8266/RP2040/LibreTiny).

Expert guidance for developing Streamlit features and components following repo conventions, using make commands, uv, and proper testing workflows.

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

A specialized AI agent model for security analysis, threat detection, and safety evaluation tasks. Based on Qwen3-4B, optimized for agent workflows requiring security awareness and risk assessment.

Bulgarian language model specialized in function calling, MCP, and tool use. Based on Tucan-27B-v1.0 with weighted imatrix quantization for efficient deployment.

CLI tool for saving Figma MCP tool results to local files. Extracts design context (JSX code) and metadata (XML) from Figma Desktop's local MCP server.

Synchronize AI coding assistant rule files from a central repository to multiple projects using glob patterns

Complete Aider AI pair programming configuration with model selection, git integration, output customization, and workflow automation settings.

Analyze and troubleshoot Kubernetes GitOps pipelines managed by Flux Operator. Debug HelmReleases, Kustomizations, sources, and compare resources across clusters.

Generate high-quality TypeScript and JavaScript code following Microsoft's engineering standards. Enforces type safety, null handling, error management, and modern language features while preventing common pitfalls.

Expert guidance for managing projen-based projects, including ClickUp's custom TypeScript and CDK project types with opinionated configurations.

Expert at writing and maintaining LangChain documentation using Mintlify MDX format, following LangChain's unified documentation standards and style guide.

Expert guidance for developing Streamlit features, components, and tests. Understands the full stack architecture (Python/Tornado backend, React/TypeScript frontend, WebSocket communication) and follows Streamlit's development conventions.

Expert assistant for working with Nx monorepo micro-frontend portfolio application using Module Federation, React 19, and AWS deployment with Terraform.

Expert assistant for Tel-Insights microservices architecture - handles Telegram aggregation, AI analysis, MCP server, and alerting service development

Educational guidance for working with a Spring Boot 3.5.6 REST API demonstrating three-layer architecture, Bean Validation, transactional operations, and modern Java development practices for computer science students.