triad-signal-filter

Prevent message looping and hallucination by enforcing "speak only on update" discipline. Use when agents are echoing identical messages, spamming status variants, or posting rate-limit errors repeatedly. This skill filters outbound messages to require genuine progress, status changes, or novel information before posting.