Cleans up and improves existing code without changing behavior.
Download videos, audio, or subtitles from YouTube, Bilibili, and other sites using yt-dlp.
Capture a URL into the notes vault — route it to the right fetcher and note-writer for that source.
Use when designing game systems — gameplay loops, mechanics, economy balance, player progression, or GDDs — or applying gamification to…
Configures and evaluates openpilot and Sunnypilot settings and route performance specifically for Mazda vehicles.
Use this skill when an agent is managing its own micro.blog identity with mb.
Use this skill when acting on behalf of a human user with mb.
Specify algorithms for Model-Based Design: system specs, architecture specs, implementation plans, test plans.
Shape and simplify decision-heavy control flow while writing, extending, reviewing, or refactoring code.
Sync delta specs from a change to main specs.
Transforms Claude into a professional management consultant using McKinsey’s structured problem-solving methodology and MECE principles.
Advanced MCP patterns for tool composition, resource management, and scaling.
Use this skill when the user wants to create a new MCP (Model Context Protocol) server.
Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources.
MCP server development including tool design, resource endpoints, prompt templates, and transport configuration
Designs or reviews MCP servers so AI agents can use them reliably: outcome-oriented tools, flat constrained parameters, actionable errors…
Expert research tool for Model Context Protocol implementations.
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up…
Operate and maintain the local MCP server for this repository.
Operate and maintain the local MCP server for this project.
Build, run, and order MCP servers through a portable CLI.