diff --git a/__pycache__/multi_timeframe.cpython-312.pyc b/__pycache__/multi_timeframe.cpython-312.pyc
index 4735bd80..098c2da8 100644
Binary files a/__pycache__/multi_timeframe.cpython-312.pyc and b/__pycache__/multi_timeframe.cpython-312.pyc differ
diff --git a/__pycache__/technical_analysis.cpython-312.pyc b/__pycache__/technical_analysis.cpython-312.pyc
index 8bf492a4..f89f9b78 100644
Binary files a/__pycache__/technical_analysis.cpython-312.pyc and b/__pycache__/technical_analysis.cpython-312.pyc differ
diff --git a/scripts/advice_reconciliation.py b/scripts/advice_reconciliation.py
index 93f4fe76..d9483d9f 100644
--- a/scripts/advice_reconciliation.py
+++ b/scripts/advice_reconciliation.py
@@ -16,7 +16,7 @@ from pathlib import Path
 from mo_data import read_decisions, read_portfolio
 from mofin_db import get_conn, write_holding_strategy
 
-ACCURACY_PATH = Path(__file__).parent / "data" / "accuracy_stats.json"
+ACCURACY_PATH = Path(__file__).parent.parent / "data" / "accuracy_stats.json"
 
 def load_json(path, default=None):
     try:
diff --git a/scripts/collect_evaluation_data.py b/scripts/collect_evaluation_data.py
index f27d4bfb..e5eda77f 100644
--- a/scripts/collect_evaluation_data.py
+++ b/scripts/collect_evaluation_data.py
@@ -23,7 +23,7 @@ import re
 from datetime import datetime
 from pathlib import Path
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 PROFILES_PATH = DATA_DIR / "stock_profiles.json"
 OUTPUT_PATH = DATA_DIR / "evaluation_input.json"
 
diff --git a/scripts/inject_xiaoguo_insight.py b/scripts/inject_xiaoguo_insight.py
index ad9ac960..6cd44321 100644
--- a/scripts/inject_xiaoguo_insight.py
+++ b/scripts/inject_xiaoguo_insight.py
@@ -10,7 +10,7 @@ import json
 from datetime import datetime
 from pathlib import Path
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 
 
 def inject():
diff --git a/scripts/market_insight.py b/scripts/market_insight.py
index c0bb082e..2bb438c3 100644
--- a/scripts/market_insight.py
+++ b/scripts/market_insight.py
@@ -15,7 +15,7 @@ import sys
 from datetime import datetime
 from pathlib import Path
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 
 # ── 持仓股 → 行业映射（从 stock_profiles 自动提取） ──
 
diff --git a/scripts/market_watch.py b/scripts/market_watch.py
index 7c80389e..e6c60d67 100644
--- a/scripts/market_watch.py
+++ b/scripts/market_watch.py
@@ -18,7 +18,7 @@ from pathlib import Path
 
 from mofin_db import get_conn, init_all_tables, write_market_snapshot
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 
 
 # ── 後端A：東方財富 push2 API（首選，有板塊代碼+實時指數） ──
diff --git a/scripts/migrate_all.py b/scripts/migrate_all.py
index ed516602..1e27572a 100644
--- a/scripts/migrate_all.py
+++ b/scripts/migrate_all.py
@@ -22,7 +22,7 @@ from pathlib import Path
 
 from mofin_db import get_conn, init_all_tables
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 
 
 def load_json(name: str):
diff --git a/scripts/mofin_news.py b/scripts/mofin_news.py
index 4da6ed79..38a32cec 100644
--- a/scripts/mofin_news.py
+++ b/scripts/mofin_news.py
@@ -16,7 +16,7 @@ try:
 except ImportError:
     HAS_AKSHARE = False
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 DB_PATH = DATA_DIR / "mofin.db"
 MAX_ARTICLES = 5
 
diff --git a/scripts/post_mortem.py b/scripts/post_mortem.py
index 9265ba40..fb9c9bbc 100644
--- a/scripts/post_mortem.py
+++ b/scripts/post_mortem.py
@@ -10,7 +10,7 @@ from collections import defaultdict
 from datetime import datetime
 from pathlib import Path
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 REPORTS_DIR = DATA_DIR / "reports"
 
 
diff --git a/scripts/stock_sector_enrich.py b/scripts/stock_sector_enrich.py
index 89cf6409..06de0169 100644
--- a/scripts/stock_sector_enrich.py
+++ b/scripts/stock_sector_enrich.py
@@ -15,7 +15,7 @@ import json
 import sys
 from pathlib import Path
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 PROFILES_PATH = DATA_DIR / "stock_profiles.json"
 
 # ── 内置映射表（优先级最高） ──
diff --git a/scripts/strategy_evaluator.py b/scripts/strategy_evaluator.py
index 055c19ee..28ca583e 100644
--- a/scripts/strategy_evaluator.py
+++ b/scripts/strategy_evaluator.py
@@ -23,7 +23,7 @@ from pathlib import Path
 from mo_data import read_decisions, read_portfolio
 from mofin_db import get_conn, write_holding_strategy
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 ACCURACY_PATH = DATA_DIR / "accuracy_stats.json"
 
 UA = "Mozilla/5.0"
diff --git a/scripts/strategy_feedback.py b/scripts/strategy_feedback.py
index 69a94637..ae8dc9f2 100644
--- a/scripts/strategy_feedback.py
+++ b/scripts/strategy_feedback.py
@@ -16,7 +16,7 @@ from datetime import datetime, timedelta
 from pathlib import Path
 from mo_data import read_decisions
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 ACCURACY_PATH = DATA_DIR / "accuracy_stats.json"
 EVENTS_PATH = DATA_DIR / "price_events.json"
 FEEDBACK_PATH = DATA_DIR / "strategy_feedback.json"
diff --git a/scripts/trend_detector.py b/scripts/trend_detector.py
index 1492dcc5..96ed51fb 100644
--- a/scripts/trend_detector.py
+++ b/scripts/trend_detector.py
@@ -18,7 +18,7 @@ import sys
 from datetime import datetime
 from pathlib import Path
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 DB_PATH = DATA_DIR / "mofin.db"
 
 
diff --git a/scripts/update_data.py b/scripts/update_data.py
index 97eb910a..f2014d2d 100644
--- a/scripts/update_data.py
+++ b/scripts/update_data.py
@@ -9,7 +9,7 @@ from pathlib import Path
 from mo_data import read_decisions
 from mofin_db import get_conn, write_holding_strategy
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 
 
 def _save(name, data):
diff --git a/scripts/xiaoguo_news_processor.py b/scripts/xiaoguo_news_processor.py
index 44c1ae84..b2172f8c 100644
--- a/scripts/xiaoguo_news_processor.py
+++ b/scripts/xiaoguo_news_processor.py
@@ -23,7 +23,7 @@ try:
 except ImportError:
     HAS_AKSHARE = False
 
-DATA_DIR = Path(__file__).parent / "data"
+DATA_DIR = Path(__file__).parent.parent / "data"
 DB_PATH = DATA_DIR / "mofin.db"
 XIAOGUO_API = "http://node122:18003/v1/chat/completions"  # fallback, /etc/hosts resolves to LAN or EasyTier