import type { Context } from 'koishi';
import type { AgenticMemorySnapshotItem, LivingMemoryTranscriptMessage, MemoryScope } from '../../../contracts/memory';
import type { LivingMemoryConfig } from '../../../contracts/workflows';
import { type LivingMemoryLogger } from '../../logging/logger';
import type { LivingMemorySearchEngine } from './memory_search_engine';
type LivingMemoryAgenticRecallConfig = Pick<LivingMemoryConfig, 'snapshotMaxLines' | 'subModel' | 'memorySearchToolMaxResults' | 'enableConversationIsolation'>;
export declare class LivingMemoryAgenticRecallExecutor {
    private readonly ctx;
    private readonly config;
    private readonly searchEngine;
    private readonly logger;
    private readonly formatter;
    constructor(ctx: Context, config: LivingMemoryAgenticRecallConfig, searchEngine: LivingMemorySearchEngine, logger: LivingMemoryLogger);
    run(scope: MemoryScope, currentMessage: LivingMemoryTranscriptMessage, historyMessages: LivingMemoryTranscriptMessage[], snapshotLines: readonly string[], saveSnapshot: (item: AgenticMemorySnapshotItem) => Promise<void>, runLogger?: LivingMemoryLogger): Promise<AgenticMemorySnapshotItem | null>;
    private resolveChatModel;
    private buildRecallPrompt;
    private createBoundedAgentRunner;
}
export {};