Cognitive Debt Auditor
Ki · Single Ability
The Problem
We've deferred verification of six core assumptions across three sprints, the backlog of unaudited claims keeps growing, but addressing them now would slow delivery, so we'll circle back later.
The Operation
The model is directed to audit the reasoning process for accumulated cognitive debt, shortcuts taken, assumptions unverified, edge cases ignored. Classify each debt item by risk level: low, medium, or critical. Verify that no critical debt item has been carried forward without acknowledgment. Rank debt items by urgency and extract the top three requiring immediate attention. Enforce a debt-resolution step before finalizing output. The constraint: never allow cognitive debt compound silently.
The Structure
The reasoning structure is an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes. The process iterates until convergence, where additional passes add nothing new.
If deferred validations and unverified assumptions accumulate without being tracked for later settlement, cognitive debt auditing 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