CACausalID: CA-050

Causal Narrative Synthesizer

Ki · Single Ability

The Problem

Your model explanation of the economic downturn focuses on disconnected chains: supply issues, demand drop, and policy changes without a unified narrative.

The Operation

The model is directed to identify all resolved causal chains and extract each chain's root cause, mediating mechanisms, and terminal outcome. Map interaction points between chains, scan for shared nodes, feedback loops, and contradictory mechanisms. Rank chains by explanatory power using evidence weight. Verify that the synthesized narrative accounts for all resolved chains without gaps. If unresolved gaps remain, annotate them and classify as epistemic debt requiring future investigation. It will not anchor on a single dominant chain while ignoring.

The Structure

Under the hood, the reasoning follows a layered composition that analyzes at multiple levels before combining results. Execution cycles until the evidence set is fully consumed.

If multiple causal chains remain as separate threads without being woven into a unified explanatory narrative, causal synthesis was not completed.

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.