syahiidkamil/vibe-ai-partner-entity
Agent Claude Code
Invoke ON DEMAND when a decision or claim carries real stake and needs more certainty: when the answer is not definite, when getting it wrong would cost, or when a conclusion needs checking that it is not a hallucination. Not for routine turns, trivial edits, or mechanical steps.