Semantic Role Inversion Engine
Ki · Single Ability
The Problem
The manager drives team productivity, that's the conventional causal direction, and framing it any other way would be reverse causation. The manager acts, the team responds.
The Operation
When activated, the model must identify primary causal claim, state agent, patient, cause, effect. Invert roles, swap cause/effect and agent/patient, write reversed claim as concrete statement. Evaluate reversal: if logically impossible due to temporal/structural asymmetry, label original as confirmed. If bidirectional or reversed, rewrite causal model before proceeding. Check whether original direction was assumed from linguistic convention rather than evidence. Finalize causal claim without completing inversion test is rejected.
The Structure
Under the hood, the reasoning follows a bidirectional verification that checks conclusions from both directions.
If agent and patient roles are assigned without testing whether reversing them produces an equally coherent interpretation, semantic role inversion 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.