export interface ActionTrainingMessage {
    role: "system" | "user" | "assistant";
    content: string;
}
export interface PortableActionTrainingExample {
    messages: ActionTrainingMessage[];
    metadata: {
        schema_version: "crowdlisten.action-workflow-example.v1";
        record_type: "approved_workflow_plan";
        source_action_ref: string;
        status: "done";
        object_type: string;
        starter_key: string | null;
        skill: string;
        plan_version: number | null;
        evidence_count: number;
        contains_raw_evidence: false;
        contains_execution_trace: false;
    };
}
export interface SkippedAction {
    source_action_ref: string;
    reason: "missing_action_id" | "not_done" | "not_approved_for_portability" | "missing_action_plan" | "incomplete_action_plan";
}
export interface ActionTrainingExport {
    examples: PortableActionTrainingExample[];
    skipped: SkippedAction[];
    stats: {
        received: number;
        exported: number;
        skipped: number;
    };
}
export interface ActionTrainingExportOptions {
    /**
     * Explicit human allowlist for portable use. A completed CrowdListen action
     * is not automatically approved for training or cross-workspace sharing.
     */
    approvedActionIds: Iterable<string>;
}
export type ExecutionTrainingScope = "internal_harness" | "external_harness" | "fine_tuning";
export interface PortableReviewedExecutionExample {
    messages: ActionTrainingMessage[];
    metadata: {
        schema_version: "crowdlisten.reviewed-execution-example.v1";
        record_type: "reviewed_execution_outcome";
        source_execution_ref: string;
        status: "completed";
        review_status: "approved";
        training_scope: ExecutionTrainingScope;
        executor_platform: string | null;
        step_count: number;
        result_count: number;
        metric_names: string[];
        contains_raw_evidence: false;
        contains_identity_fields: false;
        contains_secrets: false;
        contains_tool_trace: false;
    };
}
export interface SkippedReviewedExecution {
    source_execution_ref: string;
    reason: "missing_execution_id" | "not_completed" | "not_owner_approved" | "scope_not_persisted" | "not_approved_for_portability" | "incomplete_execution";
}
export interface ReviewedExecutionTrainingExport {
    examples: PortableReviewedExecutionExample[];
    skipped: SkippedReviewedExecution[];
    stats: {
        received: number;
        exported: number;
        skipped: number;
    };
}
export interface ReviewedExecutionTrainingExportOptions {
    /** Caller-side approval is required in addition to the persisted scope. */
    approvedExecutionIds: Iterable<string>;
    trainingScope: ExecutionTrainingScope;
}
/**
 * Convert explicitly approved, completed CrowdListen action plans into a
 * data-minimized chat-training format. Raw evidence, URLs, entity/user IDs,
 * saved_by, and owner fields are intentionally excluded.
 *
 * These records teach plan construction. They are not execution traces and do
 * not demonstrate that the planned business outcome occurred.
 */
export declare function buildActionTrainingExport(input: unknown, options: ActionTrainingExportOptions): ActionTrainingExport;
export declare function serializeActionTrainingExamples(examples: PortableActionTrainingExample[]): string;
/**
 * Convert completed, owner-reviewed executions into a privacy-minimized
 * outcome-training format. Both the persisted scope and a caller allowlist are
 * mandatory. Only bounded summaries and numeric/boolean metrics are retained.
 */
export declare function buildReviewedExecutionTrainingExport(input: unknown, options: ReviewedExecutionTrainingExportOptions): ReviewedExecutionTrainingExport;
export declare function serializeReviewedExecutionTrainingExamples(examples: PortableReviewedExecutionExample[]): string;