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Self-Improving Systems

Can you ask Claude Code to improve your system?

Status (2026-07-03): the commands this post describes were retired. Haytham has since been re-scoped to a personal idea-to-MVP pipeline. /haytham:propose-next-steps and /haytham:evolve no longer exist in the plugin; their machinery is preserved at git tag v0.3.27-full. The post is kept as a record of what the loop found while it ran.

Open Claude Code, Cursor, or whatever agent you use. Ask it: "Look at this project and suggest a meaningful improvement." Watch what comes back.