Injector Portfolio Optimizer
Ki · Single Ability
The Problem
The same marketing strategy gets reused because it worked before, without evaluating whether current market conditions still favor it.
The Operation
This cognitive operation forces the model to enumerate all strategies considered in the current session and classify each by recency of last use. Identify whether recently used strategies are being favored over potentially superior alternatives. Compare recent strategy performance against historical baselines to detect recency bias. Verify that strategy selection is merit-based, not recency-driven. Test at least one non-recent strategy against the current problem.
The Structure
The reasoning structure is a bidirectional verification that checks conclusions from both directions.
If a previously successful strategy is reapplied without checking whether current conditions still favor it, recency balancing 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.