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Use when performing systematic codebase health checks, proactive bug hunting, or comprehensive code review across a repository. Trigger for requests like "find bugs", "code audit", "check code quality", "find dead code", "race condition review", and periodic maintenance inspections.
Scaffold MCP server projects and baseline tool contract checks. Use for defining tool schemas, generating starter server layouts, and validating MCP-ready structure.
Lightweight helper to enforce TDD-style loops for non-deterministic agents.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Systematic debugging and problem-solving methodology. Activate when encountering unexpected errors, service failures, regression bugs, deployment issues, or when a fix attempt has failed twice. Also activate when proposing ANY fix to verify it addresses root cause (not a workaround). Prevents patch-chaining, wrong-environment restarts, workaround addiction, and "drunk man" random fixes.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when building web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.