Stability Equilibrium Auditor
Ki · Single Ability
The Problem
The structure appears stable because it has not collapsed yet, despite unsupported assertions holding it together. Absence of failure is mistaken for proof of soundness.
The Operation
This ability makes the model for each conclusion, trace its support chain by enumerating every claim it depends on. Check whether each supporting claim is justified by evidence or validated reasoning. If a claim lacks support, flag it as dangling and demand justification. Never accept conclusions with unverified support links. Test whether alternative paths exist for flagged claims and classify as recoverable or terminal. The constraint: never accept conclusions unverified support links.
The Structure
Structurally, this is a chain of custody audit that traces the provenance of every claim. The loop runs until all inputs are processed or no new progress emerges.
If a claim stands without any named supporting evidence or justification beneath it, support dependency auditing 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.
Appears in Use Cases