MCMetacognitionID: MC-043

Provenance Attribution Tracker

Ki · Single Ability

The Problem

Your model concludes the new policy is effective, but the logic chain is untraceable and lacks source attribution.

The Operation

This cognitive operation forces the model to extract every factual claim in the current reasoning output and identify its source or derivation path. Classify each claim as externally sourced, internally inferred, or unsourced. Flag all unsourced claims and trace whether they originated from valid inference or from confabulation. Verify that sourced claims accurately represent their origin material. Audit the full provenance chain for any claim that drives a critical conclusion. It will not allow unsourced claims anchor key decisions.

The Structure

Structurally, this is a chain of custody audit that traces the provenance of every claim. The procedure repeats until diminishing returns trigger an exit.

If a conclusion cannot be traced back through a chain of citations to its source evidence, provenance tracking 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.