mba-ai-fullcycle

Deep critical analysis of any text, document, code, or specification to find contradictions (e.g., code does X but spec says Y), ambiguities (vague terms, undefined criteria, multiple interpretations), inconsistencies (different names for the same concept), and logical gaps (missing steps in reasoning chains) — along with suggestions on how to fix each issue. ALWAYS use this skill when the user asks to review, critique, or analyze a document, codebase, spec, requirements, architecture decision, step-by-step explanation, or any text for quality issues. Use it for requests like "find problems with", "review critically", "check for contradictions", "verify consistency", "analyze for issues", "revisar documento", "analisar especificação", or "encontrar problemas em".

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).