Multi-Body Collision Anticipator
Ki · Single Ability
The Problem
This is what breaks. Three delivery trucks converge on the same loading dock, undetected conflict leads to resource collision and plan incompatibility.
The Operation
This cognitive operation forces the model to enumerate all independent agents converging on a shared resource, goal, or capacity pool. For each pair, compare plans to check compatibility by identifying overlapping demands on the same resource. Classify each detected conflict by severity as blocking, degrading, or negligible. If blocking conflicts exist, demand resolution before proceeding. Verify that proposed resolutions do not introduce new conflicts among other pairs. If it detects assume independent plans coexist without explicit pairwise, it halts and corrects.
The Structure
This ability runs on a fork-join pattern that runs parallel analyses and merges their conclusions. It iterates until no further refinement is possible.
If multiple parties converging on the same resource are not flagged as a potential conflict before collision occurs, conflict anticipation was omitted.
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