Trajectory Predictor
Ki · Single Ability
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 · 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