diff --git a/.gitignore b/.gitignore
index ad92c10..dbb6af1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,19 +1,15 @@
+# MacOS
 .DS_Store
+
+# Python编译文件和缓存
 __pycache__/
-strategies/__pycache__/
-/__pycache__
+*.py[cod]
+*$py.class
 *.pyc
-__pycache__/ChanBI.cpython-312.pyc
-__pycache__/ChanBSP.cpython-312.pyc
-__pycache__/ChanCTime.cpython-312.pyc
-__pycache__/ChanEnum.cpython-312.pyc
-__pycache__/ChanKLC.cpython-312.pyc
-__pycache__/ChanKLU.cpython-312.pyc
-__pycache__/ChanLun.cpython-312.pyc
-__pycache__/ChanLun_Classifier.cpython-312.pyc
-__pycache__/ChanSBI.cpython-312.pyc
-__pycache__/ChanSEG.cpython-312.pyc
-__pycache__/ChanZS.cpython-312.pyc
+*.pyo
+
+# 策略文件的缓存
+strategies/__pycache__/
 
 # Machine Learning / AI model files
 *_model*_xgb_model.json
diff --git a/__pycache__/ChanBI.cpython-312.pyc b/__pycache__/ChanBI.cpython-312.pyc
deleted file mode 100644
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diff --git a/__pycache__/ChanLun.cpython-312.pyc b/__pycache__/ChanLun.cpython-312.pyc
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diff --git a/__pycache__/ChanSBI.cpython-312.pyc b/__pycache__/ChanSBI.cpython-312.pyc
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