Causality Enforcer
Ki · Single Ability
The Problem
The negative review published on March 3rd drove the project to miss its March 1st deadline, the arrow reversal is tolerable since review quality and project outcomes are tightly coupled.
The Operation
Under this ability, the model must extract all cause-effect pairs from the reasoning chain and record their temporal ordering. Verify that for every pair, t(cause) precedes t(effect). Trace each causal claim to its origin to check for circular dependencies. Reject any branch where effect precedes cause. If a violation is found, strip the invalid branch and reconstruct the chain from the earliest verified root event. Allow narrative convenience override temporal logic is rejected.
The Structure
Structurally, this is a constraint net that tests the conclusion against all known constraints simultaneously. The loop runs until all inputs are processed or no new progress emerges.
If an effect is attributed to a cause that has not yet occurred in the timeline, causal precedence enforcement was not performed.
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.