Ki · Reasoning

The Problem

The marketing team focuses on social media metrics, showing a narrow obsession with local optimization, missing the bigger picture.

The Operation

This cognitive operation forces the model to identify the current focal subsystem and extract its boundaries. Map the broader ecosystem the subsystem operates within, enumerate upstream suppliers, downstream consumers, parallel competitors, and regulatory constraints. Rank all ecosystem actors by their causal influence on the focal subsystem's outcomes. Trace at least two cross-boundary causal paths that the narrow focus would miss. Compare the local-only diagnosis against the ecosystem-level diagnosis.

The Structure

Under the hood, the reasoning follows an abstraction ladder that moves up and down between concrete details and abstract patterns.

If the analysis remains confined to the local subsystem without naming the broader ecosystem it operates within, scope expansion was omitted.

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.