/**
 * Selective Context Memory (SCM) query-intent classifier (#2760).
 *
 * Dream-cycle #2760 (SCM routed memory 86% LongMemEval): agents perform
 * dramatically better on long-memory retrieval when the query is routed
 * to the RIGHT memory tier — episodic (session recall) vs semantic
 * (learned patterns) vs procedural (skills/recipes). Ruflo previously
 * had all these tiers writing to different namespaces but the search
 * command didn't discriminate — every query searched everything.
 *
 * v1 classifier: keyword-scored intent detection. Ships as a bounded
 * MVP so users can opt in via `memory search --intent auto|episodic|
 * semantic|procedural|mixed`. Default remains `mixed` (existing
 * behavior) so no baseline retrieval is disturbed.
 *
 * v2 (future): embedding-based classifier trained on the trajectory
 * store's actual routing outcomes.
 */
export type MemoryIntent = 'episodic' | 'semantic' | 'procedural' | 'mixed';
export interface ClassifiedIntent {
    intent: MemoryIntent;
    confidence: number;
    /** Per-intent scores for transparency; sums roughly to 1. */
    scores: Record<Exclude<MemoryIntent, 'mixed'>, number>;
    /** Namespaces the caller should search for this intent (relative to memory backend). */
    namespaces: string[];
    /** Human-readable rationale. */
    reason: string;
}
/**
 * Keyword catalog per intent — case-insensitive substring match.
 * Order matters for ties: earlier categories win when scores tie.
 */
declare const KEYWORDS: Record<Exclude<MemoryIntent, 'mixed'>, readonly string[]>;
/**
 * Namespaces owned by each intent. These match ruflo's actual
 * memory-write conventions:
 *   episodic  → session/trajectory writes (hooks_post-task, session-checkpoints)
 *   semantic  → pattern/learning writes (patterns/, learned-*, adr-patterns)
 *   procedural → skill/workflow writes (skills/, agents/, workflow-templates)
 * A namespace listed under more than one intent means it's genuinely dual-nature.
 */
declare const NAMESPACES: Record<Exclude<MemoryIntent, 'mixed'>, readonly string[]>;
export declare function classifyQueryIntent(query: string): ClassifiedIntent;
/**
 * Given a user-requested intent (which may be `auto`), resolve to a
 * concrete ClassifiedIntent for the given query.
 */
export declare function resolveIntent(query: string, requested?: MemoryIntent | 'auto'): ClassifiedIntent;
export { KEYWORDS as INTENT_KEYWORDS, NAMESPACES as INTENT_NAMESPACES };
//# sourceMappingURL=scm-classifier.d.ts.map