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Webflow custom code: register (store script) → apply (attach to site). Inline scripts only via MCP (max 10,000 chars).

Process: Explore → Plan → Code → Commit

This skill identifies anti-patterns that violate amplihack's development philosophy and provides constructive, specific fixes. It ensures code maintains ruthless simplicity, modular design, and zero-BS implementations.

Expert guidance for writing Python code in n8n Code nodes.

When reviewing Encore Go code, check for these common issues:

Optional Mermaid diagrams for complex code structures. Choose the diagram type based on the programming paradigm. Code diagrams show the internal structure of a single component.

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Navigate large Rust codebases efficiently using Language Server Protocol.

Combined simplification and review pipeline. This skill orchestrates two sub-skills in sequence:

Clean code reads like well-written prose. Every name reveals intent. Every function tells a story. Every class has a single purpose. The goal isn't just working code—it's code that others can understand quickly, modify safely, and extend confidently.