Spatial Affordance Scanner
Ki · Single Ability
The Problem
The assumption that the truck can pass through the narrow alley is unchecked, leading to a size estimation error.
The Operation
This cognitive operation forces the model to before committing to an action, enumerate all preconditions: clearance, resource availability, state readiness. Check each precondition against evidence and classify it as met, unmet, or unknown. If any precondition is unmet, reject the action and trace what must change. Never bypass precondition gates by assuming readiness without evidence. Simulate the action outcome and validate no hidden precondition was missed. It will not bypass precondition gates assuming readiness without.
The Structure
The reasoning structure is a gated pipeline where each step must pass a decision gate before the next can execute. The loop runs until all inputs are processed or no new progress emerges.
If an action proceeds without that all required preconditions are satisfied, gate checking was bypassed.
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