Ki · Single Ability

The Problem

The sculpture's left side was transformed without checking the mirror counterpart, causing an unbalanced symmetry error.

The Operation

This cognitive operation forces the model to scan the description and identify all symmetry relations: mirror, rotational, translational. Extract the symmetry axis or center point governing the parity constraint. Enumerate every transformation on side A and verify an equivalent exists on side B. If the structure claims symmetry but properties differ across sides, reject the claim and classify the actual relation. Simulate corrective mirror transformations and validate geometric balance. The constraint: never assume symmetry without checking both sides.

The Structure

Under the hood, the reasoning follows a bidirectional verification that checks conclusions from both directions.

If a claimed symmetry is not tested by checking whether the mirrored configuration preserves all properties, symmetry auditing has failed.

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.