Decay Tracker
Ki · Single Ability
The Problem
The sales data from last year is still relevant for current market analysis despite being outdated.
The Operation
This cognitive operation forces the model to for each piece of evidence, extract its timestamp and identify the domain's typical decay rate. Compute information age relative to freshness norms. Verify whether stale data is conclusion-critical by testing sensitivity: would current values change the outcome? If stale data is critical, annotate the conclusion and demand a refresh. If the domain is slow-changing, confirm data remains valid.
The Structure
This ability runs on an anchor-drift-correct cycle that detects when reasoning has drifted from its reference point. It iterates until no further refinement is possible.
If information age is not checked against its domain's decay rate before being used as evidence, freshness evaluation has failed.
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.