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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