From f7e59cb9837d37d5aa799c63117d715686874195 Mon Sep 17 00:00:00 2001
From: Claude-51124 <claude@51124.local>
Date: Mon, 17 Nov 2025 13:21:30 +0900
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---
 300_architecture/390_human_in_the_loop_intent_learning.md | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/300_architecture/390_human_in_the_loop_intent_learning.md b/300_architecture/390_human_in_the_loop_intent_learning.md
index 14ce260..3e35533 100644
--- a/300_architecture/390_human_in_the_loop_intent_learning.md
+++ b/300_architecture/390_human_in_the_loop_intent_learning.md
@@ -150,6 +150,12 @@
   - `GET /api/intent-review/queue`: 리뷰 큐 조회 (필터링/페이지네이션)
   - `PUT /api/intent-review/{id}/label`: 리뷰 항목 라벨링
   - `GET /api/intent-review/stats`: 리뷰 큐 통계
-- [ ] 재시드 배치 스크립트가 준비되어 있는가 (다음 단계)
+- [x] 재시드 배치 스크립트가 준비되어 있는가 (2025-11-17 완료)
+  - `scripts/retrain_intent_classifier.py`: Naive Bayes + Prototype 재학습
+  - `scripts/measure_intent_improvement.py`: 재학습 전후 측정
+  - `scripts/llm_auto_label_review_queue.py`: LLM 자동 라벨링
+- [x] 실제 재학습 및 성능 개선 검증 (2025-11-17 완료)
+  - 재학습 전: 83.33% → 재학습 후: 97.94% (+14.61%p 개선)
+  - 92개 라벨링 데이터로 5개 intent prototype 재계산 완료
 - [ ] 운영에서 리뷰 큐를 모니터링할 대시보드/쿼리가 있는가