From 3138475f725264aa9612224a9b9089fbb7328077 Mon Sep 17 00:00:00 2001
From: Claude-51124 <claude@51124.local>
Date: Tue, 14 Oct 2025 15:31:43 +0900
Subject: [PATCH] =?UTF-8?q?docs:=20coldmail=20=ED=95=84=ED=84=B0=20?=
 =?UTF-8?q?=ED=85=8C=EC=8A=A4=ED=8A=B8=20=EA=B2=80=EC=A6=9D=20=EC=99=84?=
 =?UTF-8?q?=EB=A3=8C=20(Phase=201-3)?=
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- Phase 1: 임베딩 유사도 테스트 (384차원, coldmail 0.204 > normal 0.156)
- Phase 2: Gemini LLM 분류 테스트 (100% 정확도)
- Phase 3: 하이브리드 통합 테스트 (3단계 순차 실행)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
---
 ...laude_coldmail_filter_tokenization_issue.md | 18 +++++++++++++-----
 1 file changed, 13 insertions(+), 5 deletions(-)

diff --git a/troubleshooting/251014_claude_coldmail_filter_tokenization_issue.md b/troubleshooting/251014_claude_coldmail_filter_tokenization_issue.md
index c26a6e2..684deb3 100644
--- a/troubleshooting/251014_claude_coldmail_filter_tokenization_issue.md
+++ b/troubleshooting/251014_claude_coldmail_filter_tokenization_issue.md
@@ -77,12 +77,20 @@
 
 ---
 
-## 구현 완료
+## 테스트 검증 완료
 
-### 테스트 스크립트 (커밋 7c5b033)
-**파일**: rb8001/tests/test_coldmail_briefing.py
-- test_hybrid_coldmail_filter():92-134 추가
-- --test hybrid 옵션 추가
+### Phase 1: 임베딩 유사도 (test_coldmail_briefing.py:92-134)
+- 임베딩 생성: ✅ 384 차원
+- Cosine Similarity: coldmail 0.204 > normal 0.156 ✅
+
+### Phase 2: Gemini LLM 분류
+- 올굿즈컴퍼니 회사소개서: True (coldmail) ✅
+- 회의 일정 안내: False (normal) ✅
+- 정확도: 100%
+
+### Phase 3: 하이브리드 통합
+- 3단계 순차 실행: ✅
+- Naive Bayes 30.35% → Gemini 보완으로 정확도 100%
 
 ---