/**
 * feedback-backfill — Seed the correction flywheel from real loop history.
 *
 * The `eddie_record_feedback` tool + LearningHistory store existed for months
 * but `learning.json` stayed `[]`: init wiped it on every regeneration (fixed
 * in #1021), and nothing converted the autonomous loop's genuine fix outcomes
 * into learning entries. This module backfills those outcomes from the durable
 * archive — `.eddie-brain/loop-reports/*.md` — so the flywheel starts from
 * real, non-fabricated signal (real dates, real issue numbers, real
 * accepted/rejected/modified decisions) rather than being seeded by hand.
 *
 * Idempotent: entry ids are derived from the report date + issue number, so
 * re-running the backfill never duplicates.
 */
import type { LearningEntry } from '../types.js';
/**
 * Build LearningEntry records from every loop report under the brain dir.
 * Returns them newest-last (report file order), ready to merge into the store.
 */
export declare function backfillFromLoopHistory(brainDir: string): LearningEntry[];
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