/**
 * Heuristic (offline) describer.
 *
 * Produces a structured {@link AIDescription} purely from an asset's static
 * metadata — no network, no API keys. The goal is prose that reads like a human
 * wrote it: each asset's *role* is inferred from naming conventions, its concrete
 * shape (props/params/return) is spelled out, and a real usage signal is folded
 * in so the reader immediately knows how load-bearing the asset is.
 */
import type { AIDescription, Asset } from '../core/types';
/**
 * Build a structured, network-free {@link AIDescription} for any asset.
 * Exhaustive over the {@link Asset} discriminated union.
 */
export declare function heuristicDescribe(asset: Asset): AIDescription;