Most AI coding agents load every skill description on every request.
20 skills = 20 descriptions sent again and again. That means token waste, prompt bloat, and instructions your agent may never use.
Milkey fixes this with one shared skills layer. Connect once through MCP and let Cursor, Claude Code, Codex, Windsurf, and other agents fetch only the skills they need at runtime.
No copy-pasting. No duplicated prompts. Skills load only when needed.







