export type RecalledMemorySource = "l1-project-md" | "l2-long-term" | "skill" | "system" | "unknown";
export interface RecalledMemoryForPrompt {
    text: string;
    score?: number;
    category?: string | null;
    source?: RecalledMemorySource | string;
    label?: string;
}
export interface RecallMemoryConflict {
    entity: string;
    predicate: string;
    l1Amount: number;
    l2Amount: number;
    l1Text: string;
    l2Text: string;
}
export declare function buildRecalledMemorySystemContent(memories: RecalledMemoryForPrompt[]): string;
export declare function detectRecallMemoryConflicts(memories: RecalledMemoryForPrompt[]): RecallMemoryConflict[];
