Architecture deeper than any other skill in this collection: kimi-docx uses C#/.NET 8 + DocumentFormat.OpenXml (Microsoft's official SDK) for DOCX generation — the closest thing to native Office output possible. kimi-xlsx uses a pre-compiled binary; kimi-pdf uses Node.js + Playwright/Chromium. Setup is the most complex tested: three separate tech stacks, no root-level requirements.txt (despite what was previously shown). docx init auto-installs .NET SDK (~200MB) if missing. Documentation scores slightly higher: error mapping system and bash help text show developer experience consideration.