The skill generates new skills and optimizes existing ones for token usage, error rate, focus and persisted learnings. Every decision is confirmed through single-select (radio button) questions, and the skill only runs on an explicit operator trigger. A UserPromptSubmit hook reminds the operator at most once an hour that /autotune exists; the reminder is a hint for the operator, never a trigger for the agent. The install-time settings patch registers it alongside the caveman and ponytail plugins. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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