0-1-4-understand-counterfactual-reasoning

name	0.1.4-understand-counterfactual_reasoning
description	[0.1.4] reasoning about hypothetical alternative scenarios and their outcomes differing from actual observed events

understand-counterfactual_reasoning

CALL NUMBER: knowledge_graphs_and_ontologies.counterfactual_reasoning DEFINITION: reasoning about hypothetical alternative scenarios and their outcomes differing from actual observed events

Invoke this skill to understand counterfactual_reasoning down to its primitives. The RELATIVE ROOT below is the least-fixed-point closure of everything it bundles from — the full import cone, grouped by the lib each prim comes from. Projected from a prover-typed KB (MAP/SWI-Prolog consistency gate): every reference below resolves.

THE RELATIVE ROOT (the import cone, by lib)

from knowledge_graphs_and_ontologies

• causal_inference (d1): reasoning about cause-effect relationships enabling prediction of consequences given observed causes

CONSUMERS (what needs this)

causal_inference

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Projected from the knowledge graphs and ontologies KB (177 concepts / 20 relations) — consistency-typed by MAP; the facet list after the colon IS the cross-lib dependency web.

(leaf — this is an actual skill.)