Lag Analyzer
Ki · Single Ability
The Problem
The network latency seems fine; the data transfer delay is probably just a temporary issue without needing further analysis.
The Operation
Under this ability, the model must for each cause-effect pair, extract the expected propagation delay based on domain norms. Measure the observed delay between cause and effect. Compare observed vs expected delay. If the effect is anomalously slow, probe for mediators or confounds that weaken the link. Verify no cause-effect claim is accepted without a delay plausibility check. Accept timing face value is rejected.
The Structure
Under the hood, the reasoning follows a bidirectional verification that checks conclusions from both directions.
If the time lag between cause and effect is accepted without comparison to expected propagation duration, delay anomaly detection 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.
Appears in Use Cases