Inter-Agent Metacognitive Broker
Ki · Reasoning
The Problem
Plan assumes the vendor will deliver on time without any explicit contingency for delays.
The Operation
This ability makes the model enumerate every assumption embedded in the current reasoning chain and extract each one explicitly. Classify each assumption as stated, implied, or hidden based on whether it was surfaced during reasoning. Flag all hidden assumptions and trace their influence on the current conclusion. Verify that no critical hidden assumption drives the conclusion without scrutiny. Suppress any tendency to treat unstated premises as self-evident. It will not suppress tendency treat unstated premises self evident.
The Structure
Under the hood, the reasoning follows an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes. Execution repeats until the reasoning locks onto a stable conclusion.
If the reasoning depends on unstated premises without checking whether each being explicitly surfaced and labeled, transparency enforcement has failed.
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