Ontological Architect
Ki · Single Ability
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 · Multi Ability
Synergy Topology
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, these four abilities don't run in sequence. They merge into a single injection where the dependency grounds the reasoning context, the amplifier sharpens the primary's output, and the alternative provides a fallback path if the primary's topology cannot converge. The result is a multi-angle reasoning scaffold that covers failure modes no single ability can reach alone.
Appears in Use Cases