Running RouterOS CHR in QEMU requires understanding boot methods, VirtIO drivers, and acceleration options. This skill provides guidance for x86_64 and aarch64 architectures with troubleshooting for common issues.

Installing RouterOS on multiple MikroTik devices manually is time-consuming and error-prone. This skill provides Claude Code with comprehensive netinstall-cli documentation for automated, repeatable firmware installation.

Network engineers need to understand MNDP protocol format to build custom discovery tools, but protocol specifications are scattered across technical documents. This skill provides complete MNDP wire format documentation, TLV parsing examples, and RouterOS integration patterns.

Network administrators struggle with RouterOS hotspot complexity including captive portal flow, HTTPS login pages, and RADIUS integration. This skill provides complete configuration patterns for MikroTik hotspot setup from profiles to external authentication.

AI agents often fail when working with RouterOS because it uses a proprietary CLI, not Linux commands. This skill provides the domain knowledge to write correct RouterOS commands, REST API calls, and scripts without Linux hallucinations.

Writing RouterOS firewall rules manually leads to misconfiguration and security gaps. This skill helps Claude, Codex, and Claude Code generate correct firewall configurations including filter rules, NAT, mangle chains, address-lists, and DoS protection patterns.

Managing containerized applications on MikroTik routers requires understanding RouterOS 7.x container subsystem, VETH networking, and OCI image requirements. This skill provides complete reference documentation for CLI commands, REST API patterns, and network configuration.

Building tools that interact with RouterOS requires understanding the command hierarchy. This skill provides documentation for the /console/inspect API, enabling developers to programmatically explore RouterOS command trees for API schema generation and CLI-to-REST mapping.

Writing RouterOS /app YAML files by hand is error-prone due to unique syntax differences from docker-compose. This skill helps you generate valid YAML for MikroTik container applications with proper port formats, environment placeholders, and store schema.

Organizing research notes and generating summaries manually takes significant time. This skill connects to Google NotebookLM API to create sources, generate audio overviews, and manage notebooks programmatically.

This skill helps Claude implement the simplest possible code to make failing tests pass, following TDD green phase principles. It guides users to write just enough code to satisfy test requirements without over-engineering.

Finding accurate, current information on the internet is time-consuming. This skill provides AI-ready search results optimized for LLM consumption with relevance scores, content snippets, and domain filtering.

This skill extracts clean markdown or text content from specific URLs using Tavily's extraction API. Perfect for research, documentation retrieval, and content aggregation without writing custom scraping code.

Converting text to speech manually requires complex setup and API keys. This skill provides a unified interface to multiple TTS engines including local voice cloning and cloud services.

Prevents AI models from treating search results as infallible truth. Establishes structured protocols for external evidence gathering, source tiering, and verification sprawl prevention.

AI models often answer the wrong layer of complex user inputs, leading to drift, overreach, or fake certainty. Structure judgment analyzes inputs to identify the primary structural problem and routes to the correct handling layer before responding.

Prevents common reasoning failures where AI models present inference as observation or give costless recommendations. This skill enforces structural discipline through six systematic checks that ensure claims are properly grounded and uncertainty is honestly represented.

Struggling with Svelte 5 runes and modern patterns? Access official documentation and automated code fixes directly in your workflow.

Developers spend hours on repetitive tasks like running builds, tests, and deployments. This skill provides ready-to-use templates for npm scripts, Makefiles, Git hooks, and CI/CD pipelines to automate these workflows.

Ensure your UI code follows industry best practices and accessibility standards. This skill automatically checks your components against Vercel's Web Interface Guidelines and reports violations with specific line numbers and fix suggestions.