Deadline Escalator
Ki · Reasoning
The Problem
All project tasks are treated with uniform urgency, even though some deadlines are soon and others are overdue.
The Operation
When activated, the model must for each pending action, extract its deadline and compute remaining time until expiration. Rank items by deadline proximity using non-linear urgency weighting: near-deadline items get disproportionately higher priority. Identify items with no explicit deadline and classify their implicit urgency from context. Do not treat all items as equally urgent. If items share a deadline, differentiate by impact severity and trace downstream consequences. If it detects treat items equally urgent, it halts and corrects.
The Structure
Under the hood, the reasoning follows an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes.
If all pending items are treated with equal priority regardless of their deadlines, urgency evaluation was not applied.
Haki · Reasoning-Multi
Cross-Domain Suppression
In Haki mode, the API retrieves the primary ability first, then fans out to three synergy roles that compound its reasoning.
When retrieved in Haki mode, the primary ability is augmented with failure guards extracted from 3 abilities in different cognitive domains. Each guard blocks a specific reasoning failure the primary alone wouldn't catch. A self-check forces verification before output. The result is cross-domain coverage that no single ability can reach alone.
Appears in Use Cases