SPSpatialID: SP-006

Containment Auditor

Ki · Reasoning

The Problem

The default behavior: The suitcase fits inside the closet, but the closet's containment is resolved without considering the unbounded content of the suitcase.

The Operation

This cognitive operation forces the model to extract all containment relations and map them into a directed tree with containers as parents and contents as children. Trace transitive containment: if A is inside B and B inside C, enforce A is inside C. Verify each container is larger than its contents. If circular containment is detected, reject the relation and demand clarification. Never assume containment without validating physical fit and transitivity.

The Structure

The reasoning structure is a chain of custody audit that traces the provenance of every claim. Execution cycles until the evidence set is fully consumed.

If nested containment relationships lack transitive closure or violate capacity constraints, containment auditing 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.