Self-improving content refinement loop with a user-defined AI judge. Use when the user wants to iteratively improve any content (copy, slides, emails, briefs, scripts, headlines) through repeated generate → judge → iterate cycles. Triggers on phrases like "refine this until it's good", "run autorefine", "keep improving this", "iterate on this with a judge", "make this better automatically", or any request to repeatedly improve content against defined quality criteria. The user owns the criteria — this skill ships with zero hardcoded taste.
2026-03-08