Use this skill when acting on behalf of a human user with mb.
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.
Build MCP servers in Python with FastMCP.
Build CLI scripts alongside MCP servers for terminal environments.
Use this skill when the user wants to create a new MCP (Model Context Protocol) server.
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…
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up…
Build, run, and order MCP servers through a portable CLI.
Bootstrap MCP server with Python SDK, transport configuration, tool/resource handlers, and proper project structure.
Building MCP (Model Context Protocol) servers for Claude extensibility.
Search, install, configure, update, and remove MCP servers across coding agents (Claude Code, Cursor, VS Code, Claude Desktop, Gemini CLI…
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP.
Configure MCP servers for n8n development.
Automatically discover MCP (Model Context Protocol) skills when building MCP servers, designing tools, implementing resources/prompts, or…
Build docs/mcp-tools.md from the active MCP servers and available tool functions.
Configure HTTP/SSE transport for web-based MCP servers with proper endpoints, authentication, and CORS.
Use when exploring hyperparameter combinations for ML models, when doing Top-1% push on Kaggle, when grid search is too expensive, or when…