Identity Coherence Auditor
Ki · Single Ability
The Problem
The project report shows alignment with stated objectives, so we trust the team's mission coherence.
The Operation
The model is directed to extract stated intent at reasoning start. At each step, record what the output actually optimizes for. Compare declared vs revealed intent. If divergence found, flag where it began; trace cause (shifted definition, priority swap, hidden constraint). Rewrite drifted steps to realign with original intent. The constraint: never allow implicit goal changes without acknowledgment.
The Structure
Structurally, this is an anchor-drift-correct cycle that detects when reasoning has drifted from its reference point. The monitor runs continuously, checking for drift at each step.
If stated objectives contradict revealed behavior without the gap being flagged, identity coherence 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