Ki · Reasoning

The Problem

The report is a block of dry data and boring stats, burying the key message under unexplained technical terms.

The Operation

This ability makes the model identify the target audience and classify their domain expertise level. Extract key data points from the analysis and rank them by relevance to the audience's core question. Arrange ranked points into a causal or chronological sequence that traces from cause to effect. For each technical data point, check whether it needs a plain-language bridge or analogy for the audience. Build layered output, a two-sentence summary, then a narrative paragraph, then supporting data. If it detects bury the key finding under unexplained jargon, it halts and corrects.

The Structure

This ability runs on a layered composition that analyzes at multiple levels before combining results. Execution cycles until the evidence set is fully consumed.

If the final narrative was produced without answering the audience's core question within its opening statements, coherence checking was skipped.

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.