SPSpatialID: SP-031

Force Propagation Tracer

Ki · Single Ability

The Problem

The dam's gate opened, causing water to flow downstream, but only the immediate flood was considered.

The Operation

This cognitive operation forces the model to identify the initial cause or triggering action and its immediate scope. Trace first-order effects by propagating the cause to all directly connected nodes. For each affected node, iterate to trace second-order and higher-order effects on their connections. If a feedback loop is detected, classify it as amplifying or dampening. Verify that no downstream effect was truncated before its natural endpoint. If it detects stop first order effects causal graph extends further, it halts and corrects.

The Structure

Structurally, this is a cascade propagation where effects ripple through each stage of the analysis. The loop runs until all inputs are processed or no new progress emerges.

If only the immediate effect is named without tracing the downstream chain of consequences, effect chain tracing was truncated.

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.