Ontological Architect
Ki · Reasoning
The Problem
The museum's collection includes paintings, sculptures, and fossils, so it's an art category without clear boundaries.
The Operation
This cognitive operation forces the model to decompose the problem space into fundamental types and map their relationships: is-a, part-of, instance-of. Enforce mutual exclusivity so no entity falls into two sibling categories. Enforce exhaustiveness by scanning for uncategorized entities and classifying each one. Verify that the category tree is both complete and non-overlapping. Validate the ontology by testing boundary cases. The constraint: never allow adhoc categorization that creates overlapping or.
The Structure
The reasoning structure is an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes. The procedure repeats until diminishing returns trigger an exit.
If entities are classified without defining the category boundaries and hierarchical relationships between categories, ontological construction 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.