import type { AgentMessage } from "@caupulican/pi-agent-core";
import type { DemandSignals } from "./reflection-engine.ts";
export declare function boundReflectionSemanticText(text: string, maxChars: number): string;
export interface ReflectionTurnAnalysis {
    trigger: DemandSignals["trigger"];
    toolCallCount: number;
    hadCorrection: boolean;
    explicitUserMemoryInstruction: boolean;
    recentTurnText: string;
    userText: string;
    assistantText: string;
    digest: string;
}
/**
 * Produce the only transcript projection used by automatic learning and provider turn-sync hooks.
 * It retains bounded user/assistant semantics plus tool names/counts, never raw tool-result payloads.
 */
export declare function analyzeReflectionTurn(messages: AgentMessage[], complexTaskThreshold: number): ReflectionTurnAnalysis;
export declare function reflectionTriggerPriority(trigger: DemandSignals["trigger"]): number;
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