SPSpatialID: SP-007

Trajectory Predictor

Ki · Reasoning

The Problem

The river's flow rate is stable, so no need to consider changes; the trend is ignores.

The Operation

Under this ability, the model must identify the current direction of change and model it as vector projection, assign magnitude and direction to the trend. Apply kinetic forecasting: extrapolate the trajectory forward. Check for saturation limits or ceilings. Verify projections account for non-linearity near boundaries. Suppress frozen state reasoning, do not analyze only the current snapshot when motion data exists.

The Structure

This ability runs on an iterative convergence loop that cycles until the reasoning stabilizes on a consistent answer. It keeps running until the answer stops changing between iterations.

If a trend is extrapolated without identifying the natural limits that would bound or reverse it, unbounded projection was not suppressed.

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.