Collect independent perspectives for an explicitly high-stakes or contested judgment. Triggers: "council", "multi-judge review", "independent perspectives".
Classify a pending decision as reversible or irreversible before it is acted on, and route irreversible ones to the caller instead of auto-deciding. Triggers: "is this a one-way door", "can we undo this", "should I just decide this", "the models disagree with…
Optionally challenge a frozen plan with one fresh independent judge before implementation. Triggers: "premortem", "challenge this plan", "what could make this plan fail".
Author and tier behavioral probes for a skill, including seeded-defect probes that escape ceiling saturation. Triggers: "measure this skill", "the probe came back INERT", "the control arm aces it", "harden this scenario", "is this skill actually doing…
Freshly judge whether a finished change is actually proven against bead or caller acceptance — the independent verdict before merge; optionally persist verdict.v2 for a declared consumer, and stop. Triggers: "validate", "independently validate", "is this…
Collect independent perspectives for an Triggers: "council", "multi-judge review", "independent perspectives".
Classify a pending decision as reversible or Triggers: "is this a one-way door", "can we undo this", "should I just decide this", "the models disagree with me", before any auto-decided approval gate.
Optionally challenge a frozen plan with one Triggers: "premortem", "challenge this plan", "what could make this plan fail".