chore(jcef): 更新缓存日志文件的时间戳和进程ID

- 更新了多个JCEF缓存目录下的LOG文件时间戳
- 更新了chrome_debug.log中的时间戳和进程ID
- 更新了Extension State、GCM Store、Local Storage等目录的LOG文件
- 保持了原有的缓存数据结构和功能
- 修正了Session Storage目录中的时间戳信息
- 更新了shared_proto_db和Site Characteristics Database的元数据日志

language/saved_language.properties

@@ -1,3 +1,3 @@
 #Current Loaded Language
-#Fri Jan 02 17:08:53 CST 2026
+#Fri Jan 02 17:46:22 CST 2026
 loadedLanguage=system\:zh_CN

library/jcef/cache/Default/Extension State/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:54.309 d58 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/MANIFEST-000001
+2026/01/02-17:46:55.167 52c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/MANIFEST-000001
-2025/12/28-14:50:54.309 d58 Recovering log #3
+2026/01/02-17:46:55.168 52c Recovering log #3
-2025/12/28-14:50:54.312 d58 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/000003.log 
+2026/01/02-17:46:55.169 52c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/000003.log 

library/jcef/cache/Default/Extension State/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:49.868 bcc Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/MANIFEST-000001
+2025/12/28-14:50:54.309 d58 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/MANIFEST-000001
-2025/12/28-14:19:49.869 bcc Recovering log #3
+2025/12/28-14:50:54.309 d58 Recovering log #3
-2025/12/28-14:19:49.881 bcc Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/000003.log 
+2025/12/28-14:50:54.312 d58 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Extension State/000003.log 

library/jcef/cache/Default/GCM Store/Encryption/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:57.787 24fc Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/MANIFEST-000001
+2026/01/02-17:46:58.729 3d98 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/MANIFEST-000001
-2025/12/28-14:50:57.787 24fc Recovering log #3
+2026/01/02-17:46:58.730 3d98 Recovering log #3
-2025/12/28-14:50:57.788 24fc Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/000003.log 
+2026/01/02-17:46:58.730 3d98 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/000003.log 

library/jcef/cache/Default/GCM Store/Encryption/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:54.454 4760 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/MANIFEST-000001
+2025/12/28-14:50:57.787 24fc Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/MANIFEST-000001
-2025/12/28-14:19:54.457 4760 Recovering log #3
+2025/12/28-14:50:57.787 24fc Recovering log #3
-2025/12/28-14:19:54.458 4760 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/000003.log 
+2025/12/28-14:50:57.788 24fc Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\GCM Store\Encryption/000003.log 

library/jcef/cache/Default/Local Storage/leveldb/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:54.386 2b54 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/MANIFEST-000001
+2026/01/02-17:46:55.667 31c0 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/MANIFEST-000001
-2025/12/28-14:50:54.399 2b54 Recovering log #44
+2026/01/02-17:46:55.683 31c0 Recovering log #44
-2025/12/28-14:50:54.404 2b54 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/000044.log 
+2026/01/02-17:46:55.687 31c0 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/000044.log 

library/jcef/cache/Default/Local Storage/leveldb/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:49.965 2d90 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/MANIFEST-000001
+2025/12/28-14:50:54.386 2b54 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/MANIFEST-000001
-2025/12/28-14:19:49.981 2d90 Recovering log #44
+2025/12/28-14:50:54.399 2b54 Recovering log #44
-2025/12/28-14:19:49.986 2d90 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/000044.log 
+2025/12/28-14:50:54.404 2b54 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Local Storage\leveldb/000044.log 

library/jcef/cache/Default/Network/Network Persistent State

@@ -1 +1 @@
-{"net":{"http_server_properties":{"broken_alternative_services":[{"anonymization":["JAAAAB0AAABodHRwczovL3VwZGF0ZS5nb29nbGVhcGlzLmNvbQAAAA==",false],"broken_count":10,"broken_until":"1767056398","host":"update.googleapis.com","port":443,"protocol_str":"quic"},{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"broken_count":1,"broken_until":"1766904958","host":"fonts.googleapis.com","port":443,"protocol_str":"quic"}],"servers":[{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"server":"https://code.jquery.com","supports_spdy":true},{"alternative_service":[{"advertised_alpns":["h3"],"expiration":"13413970258167864","port":443,"protocol_str":"quic"}],"anonymization":["JAAAAB0AAABodHRwczovL3VwZGF0ZS5nb29nbGVhcGlzLmNvbQAAAA==",false],"server":"https://update.googleapis.com","supports_spdy":true},{"alternative_service":[{"advertised_alpns":["h3"],"expiration":"13413970255009851","port":443,"protocol_str":"quic"}],"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"server":"https://fonts.googleapis.com","supports_spdy":true},{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"server":"https://cdn.jsdelivr.net","supports_spdy":true}],"version":5},"network_qualities":{"CAESABiAgICA+P////8B":"4G"}}}
+{"net":{"http_server_properties":{"broken_alternative_services":[{"anonymization":["JAAAAB0AAABodHRwczovL3VwZGF0ZS5nb29nbGVhcGlzLmNvbQAAAA==",false],"broken_count":10,"host":"update.googleapis.com","port":443,"protocol_str":"quic"},{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"broken_count":1,"host":"fonts.googleapis.com","port":443,"protocol_str":"quic"}],"servers":[{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"server":"https://code.jquery.com","supports_spdy":true},{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"server":"https://fonts.googleapis.com","supports_spdy":true},{"anonymization":["DAAAAAcAAABmaWxlOi8vAA==",false],"server":"https://cdn.jsdelivr.net","supports_spdy":true},{"alternative_service":[{"advertised_alpns":["h3"],"expiration":"13414412819106787","port":443,"protocol_str":"quic"}],"anonymization":["JAAAAB0AAABodHRwczovL3VwZGF0ZS5nb29nbGVhcGlzLmNvbQAAAA==",false],"server":"https://update.googleapis.com","supports_spdy":true}],"version":5},"network_qualities":{"CAESABiAgICA+P////8B":"4G"}}}

library/jcef/cache/Default/Session Storage/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:51:01.393 2160 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/MANIFEST-000001
+2026/01/02-17:48:16.445 31c0 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/MANIFEST-000001
-2025/12/28-14:51:01.395 2160 Recovering log #12
+2026/01/02-17:48:16.446 31c0 Recovering log #12
-2025/12/28-14:51:01.401 2160 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/000012.log 
+2026/01/02-17:48:16.449 31c0 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/000012.log 

library/jcef/cache/Default/Session Storage/LOG.old

@@ -1,3 +1,3 @@
-2025/12/20-18:28:04.218 294 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/MANIFEST-000001
+2025/12/28-14:51:01.393 2160 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/MANIFEST-000001
-2025/12/20-18:28:04.219 294 Recovering log #12
+2025/12/28-14:51:01.395 2160 Recovering log #12
-2025/12/20-18:28:04.222 294 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/000012.log 
+2025/12/28-14:51:01.401 2160 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Session Storage/000012.log 

library/jcef/cache/Default/Site Characteristics Database/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:54.257 186c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/MANIFEST-000001
+2026/01/02-17:46:55.084 3b7c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/MANIFEST-000001
-2025/12/28-14:50:54.263 186c Recovering log #3
+2026/01/02-17:46:55.114 3b7c Recovering log #3
-2025/12/28-14:50:54.264 186c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/000003.log 
+2026/01/02-17:46:55.115 3b7c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/000003.log 

library/jcef/cache/Default/Site Characteristics Database/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:49.782 193c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/MANIFEST-000001
+2025/12/28-14:50:54.257 186c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/MANIFEST-000001
-2025/12/28-14:19:49.813 193c Recovering log #3
+2025/12/28-14:50:54.263 186c Recovering log #3
-2025/12/28-14:19:49.814 193c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/000003.log 
+2025/12/28-14:50:54.264 186c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Site Characteristics Database/000003.log 

library/jcef/cache/Default/Sync Data/LevelDB/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:54.253 37d4 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/MANIFEST-000001
+2026/01/02-17:46:55.071 52c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/MANIFEST-000001
-2025/12/28-14:50:54.263 37d4 Recovering log #3
+2026/01/02-17:46:55.115 52c Recovering log #3
-2025/12/28-14:50:54.264 37d4 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/000003.log 
+2026/01/02-17:46:55.115 52c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/000003.log 

library/jcef/cache/Default/Sync Data/LevelDB/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:49.766 bcc Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/MANIFEST-000001
+2025/12/28-14:50:54.253 37d4 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/MANIFEST-000001
-2025/12/28-14:19:49.813 bcc Recovering log #3
+2025/12/28-14:50:54.263 37d4 Recovering log #3
-2025/12/28-14:19:49.814 bcc Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/000003.log 
+2025/12/28-14:50:54.264 37d4 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\Sync Data\LevelDB/000003.log 

library/jcef/cache/Default/shared_proto_db/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:54.299 22b4 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/MANIFEST-000001
+2026/01/02-17:46:55.164 109c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/MANIFEST-000001
-2025/12/28-14:50:54.299 22b4 Recovering log #19
+2026/01/02-17:46:55.164 109c Recovering log #19
-2025/12/28-14:50:54.301 22b4 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/000019.log 
+2026/01/02-17:46:55.169 109c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/000019.log 

library/jcef/cache/Default/shared_proto_db/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:49.860 6ac Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/MANIFEST-000001
+2025/12/28-14:50:54.299 22b4 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/MANIFEST-000001
-2025/12/28-14:19:49.861 6ac Recovering log #19
+2025/12/28-14:50:54.299 22b4 Recovering log #19
-2025/12/28-14:19:49.866 6ac Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/000019.log 
+2025/12/28-14:50:54.301 22b4 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db/000019.log 

library/jcef/cache/Default/shared_proto_db/metadata/LOG

@@ -1,3 +1,3 @@
-2025/12/28-14:50:54.290 22b4 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/MANIFEST-000001
+2026/01/02-17:46:55.156 109c Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/MANIFEST-000001
-2025/12/28-14:50:54.291 22b4 Recovering log #3
+2026/01/02-17:46:55.156 109c Recovering log #3
-2025/12/28-14:50:54.291 22b4 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/000003.log 
+2026/01/02-17:46:55.157 109c Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/000003.log 

library/jcef/cache/Default/shared_proto_db/metadata/LOG.old

@@ -1,3 +1,3 @@
-2025/12/28-14:19:49.851 6ac Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/MANIFEST-000001
+2025/12/28-14:50:54.290 22b4 Reusing MANIFEST C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/MANIFEST-000001
-2025/12/28-14:19:49.852 6ac Recovering log #3
+2025/12/28-14:50:54.291 22b4 Recovering log #3
-2025/12/28-14:19:49.854 6ac Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/000003.log 
+2025/12/28-14:50:54.291 22b4 Reusing old log C:\Users\Administrator\MCreatorWorkspaces\AxisInnovatorsBox\library\jcef\cache\Default\shared_proto_db\metadata/000003.log 

library/jcef/cache/Variations

@@ -1 +1 @@
-{"user_experience_metrics.stability.exited_cleanly":false,"variations_crash_streak":594}
+{"user_experience_metrics.stability.exited_cleanly":false,"variations_crash_streak":595}

library/jcef/cache/chrome_debug.log

@@ -1,6 +1,4 @@
-[12284:16860:1228/145054.244:WARNING:account_consistency_mode_manager.cc(77)] Desktop Identity Consistency cannot be enabled as no OAuth client ID and client secret have been configured.
+[4944:21460:0102/174655.052:WARNING:account_consistency_mode_manager.cc(77)] Desktop Identity Consistency cannot be enabled as no OAuth client ID and client secret have been configured.
-[12284:16860:1228/145054.280:WARNING:extension_service.cc(2065)] Found external version of extension ncennffkjdiamlpmcbajkmaiiiddgioothat is older than current version. Current version is: 3.52.14. New version is: 3.52.5. Keeping current version.
+[4944:21460:0102/174655.144:WARNING:extension_service.cc(2065)] Found external version of extension ncennffkjdiamlpmcbajkmaiiiddgioothat is older than current version. Current version is: 3.52.14. New version is: 3.52.5. Keeping current version.
-[8880:16484:1228/145054.563:WARNING:viz_main_impl.cc(85)] VizNullHypothesis is disabled (not a warning)
+[5764:9508:0102/174655.913:WARNING:viz_main_impl.cc(85)] VizNullHypothesis is disabled (not a warning)
-[13676:18520:1228/145254.442:WARNING:viz_main_impl.cc(85)] VizNullHypothesis is disabled (not a warning)
+[5060:21232:0102/174855.188:WARNING:viz_main_impl.cc(85)] VizNullHypothesis is disabled (not a warning)
-[14320:9004:1228/145354.607:ERROR:gpu_blocklist.cc(71)] Unable to get gpu adapter
-[12284:16860:1228/145354.607:ERROR:service_client.cc(36)] Unexpected on_device_model service disconnect: The device's GPU is not supported.

sql_learning.lock.db

@@ -1,6 +1,6 @@
 #FileLock
-#Sun Dec 28 14:52:28 CST 2025
+#Fri Jan 02 17:46:53 CST 2026
 hostName=192.168.116.1
-id=19b63bad12a8483d76995f9c5100715a8b474ee84cc
+id=19b7e1a4b3ed8755d1cb7723021bb5b3ae83bb80d46
 method=file
-server=192.168.116.1\:64976
+server=192.168.116.1\:64658

src/main/java/com/axis/innovators/box/AxisInnovatorsBox.java

@@ -839,7 +839,7 @@ public class AxisInnovatorsBox {
                     UIManager.getSystemLookAndFeelClassName(),
                     LanguageManager.getLoadedLanguages().getText("default_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("default_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:default_theme",
                     isDarkMode
             );
@@ -849,7 +849,7 @@ public class AxisInnovatorsBox {
                     "javax.swing.plaf.metal.MetalLookAndFeel",
                     LanguageManager.getLoadedLanguages().getText("metal_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("metal_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:metal_theme",
                     false
             );
@@ -859,7 +859,7 @@ public class AxisInnovatorsBox {
                     "com.sun.java.swing.plaf.motif.MotifLookAndFeel",
                     LanguageManager.getLoadedLanguages().getText("motif_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("motif_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:motif_theme",
                     false
             );
@@ -870,7 +870,7 @@ public class AxisInnovatorsBox {
                     new com.formdev.flatlaf.FlatLightLaf(),
                     LanguageManager.getLoadedLanguages().getText("flatLight_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("flatLight_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:flatLight_theme",
                     false
             );
@@ -880,7 +880,7 @@ public class AxisInnovatorsBox {
                     new com.formdev.flatlaf.FlatDarkLaf(),
                     LanguageManager.getLoadedLanguages().getText("flatDark_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("flatDark_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:flatDark_theme",
                     true
             );
@@ -890,7 +890,7 @@ public class AxisInnovatorsBox {
                     new com.formdev.flatlaf.FlatIntelliJLaf(),
                     LanguageManager.getLoadedLanguages().getText("flatIntelliJ_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("flatIntelliJ_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:flatIntelliJ_theme",
                     false
             );
@@ -900,7 +900,7 @@ public class AxisInnovatorsBox {
                     new com.formdev.flatlaf.FlatDarculaLaf(),
                     LanguageManager.getLoadedLanguages().getText("flatDarcula_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("flatDarcula_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:flatDarcula_theme",
                     true
             );
@@ -910,7 +910,7 @@ public class AxisInnovatorsBox {
                     new FlatMacLightLaf(),
                     LanguageManager.getLoadedLanguages().getText("flatMacLight_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("flatMacLight_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:flatMacLight_theme",
                     false
             );
@@ -920,7 +920,7 @@ public class AxisInnovatorsBox {
                     new FlatMacDarkLaf(),
                     LanguageManager.getLoadedLanguages().getText("flatMacDark_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("flatMacDark_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:flatMacDark_theme",
                     true
             );
@@ -929,7 +929,7 @@ public class AxisInnovatorsBox {
                     new MaterialLookAndFeel(new JMarsDarkTheme()),
                     LanguageManager.getLoadedLanguages().getText("mars_dark_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("mars_dark_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:mars_dark_theme",
                     true
             );
@@ -938,7 +938,7 @@ public class AxisInnovatorsBox {
                     new MaterialLookAndFeel(new MaterialLiteTheme()),
                     LanguageManager.getLoadedLanguages().getText("material_lite_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("material_lite_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:material_lite_theme",
                     false
             );
@@ -947,7 +947,7 @@ public class AxisInnovatorsBox {
                     new MaterialLookAndFeel(new MaterialOceanicTheme()),
                     LanguageManager.getLoadedLanguages().getText("material_oceanic_theme.system.topicName"),
                     LanguageManager.getLoadedLanguages().getText("material_oceanic_theme.default.tip"),
-                    LoadIcon.loadIcon(MainWindow.class, "logo.png", 64),
+                    LoadIcon.loadSystemIcon(MainWindow.class, "logo.png", 64),
                     "system:material_oceanic_theme",
                     true
             );

src/main/java/com/axis/innovators/box/plugins/BoxClassLoader.java

@@ -1,31 +1,35 @@
 package com.axis.innovators.box.plugins;
 
+import java.io.BufferedInputStream;
 import java.io.IOException;
 import java.io.InputStream;
 import java.net.URL;
 import java.net.URLClassLoader;
-import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.concurrent.CopyOnWriteArrayList;
 
 /**
  * 自定义类加载器，装载CorePlugins
- * @author tzdwindows 7
+ * 优化：增加缓冲读取，优化集合初始化
  */
 public class BoxClassLoader extends URLClassLoader {
     private static final List<IClassTransformer> CLASS_TRANSFORMS = new CopyOnWriteArrayList<>();
-    private static final List<String> CLASS_BLACKLIST = new ArrayList<>();
+    // 使用 CopyOnWriteArrayList 适合读多写少的场景
-    private static final List<String> CLASS_LOADING_LIST = Collections.synchronizedList(new ArrayList<>());
+    private static final List<String> CLASS_BLACKLIST = new CopyOnWriteArrayList<>();
+    // Loading list 仅用于防止循环依赖，普通同步 List 即可
+    private static final List<String> CLASS_LOADING_LIST = Collections.synchronizedList(new java.util.ArrayList<>(50));
     private static final List<Class<?>> CLASS_LOADING_LIST_OBJECT = new CopyOnWriteArrayList<>();
 
     static {
-        Collections.addAll(CLASS_BLACKLIST,
+        // 批量添加，减少扩容开销
+        List<String> blacklist = java.util.Arrays.asList(
                 "java.", "javax.", "sun.", "com.sun.", "jdk.",
                 "org.xml.", "org.w3c.", "org.apache.",
-                "javax.management.", "javax.swing."
+                "javax.management.", "javax.swing.",
-                , "javafx.","org.jnativehook.","com.dustinredmond."
+                "javafx.", "org.jnativehook.", "com.dustinredmond."
         );
+        CLASS_BLACKLIST.addAll(blacklist);
     }
 
     public BoxClassLoader(ClassLoader parent) {
@@ -60,7 +64,7 @@ public class BoxClassLoader extends URLClassLoader {
                     resolveClass(c);
                 }
                 return c;
-            } catch (ClassNotFoundException e) {
+            } catch (ClassNotFoundException | SecurityException e) {
                 return super.loadClass(name, resolve);
             }
         }
@@ -68,7 +72,8 @@ public class BoxClassLoader extends URLClassLoader {
 
     @Override
     protected Class<?> findClass(String name) throws ClassNotFoundException {
-        synchronized (getClassLoadingLock(name)) {
+        // 移除 synchronized (getClassLoadingLock(name))，因为 loadClass 已经锁住了
+        // 防止循环依赖
         if (CLASS_LOADING_LIST.contains(name)) {
             throw new ClassCircularityError(name + " circular loading detected");
         }
@@ -76,32 +81,39 @@ public class BoxClassLoader extends URLClassLoader {
         CLASS_LOADING_LIST.add(name);
         try {
             byte[] clazzByte = getClassBytes(name);
+            // 只有当存在转换器时才遍历
+            if (!CLASS_TRANSFORMS.isEmpty()) {
                 for (IClassTransformer transformer : CLASS_TRANSFORMS) {
                     byte[] transformed = transformer.transform(name, transformer.getClass().getName(), clazzByte);
                     if (transformed != null) clazzByte = transformed;
                 }
+            }
 
             Class<?> clazz = defineClass(name, clazzByte, 0, clazzByte.length);
             CLASS_LOADING_LIST_OBJECT.add(clazz);
             return clazz;
         } catch (IOException e) {
-                throw new ClassNotFoundException("Class byte loading failed", e);
+            throw new ClassNotFoundException("Class byte loading failed: " + name, e);
         } finally {
             CLASS_LOADING_LIST.remove(name);
         }
     }
-    }
 
     private byte[] getClassBytes(String className) throws IOException, ClassNotFoundException {
         String path = className.replace('.', '/') + ".class";
         try (InputStream is = getResourceAsStream(path)) {
             if (is == null) throw new ClassNotFoundException(className);
-            return is.readAllBytes();
+            try (BufferedInputStream bis = new BufferedInputStream(is)) {
+                return bis.readAllBytes();
+            }
         }
     }
 
     private boolean isBlacklisted(String className) {
-        return CLASS_BLACKLIST.stream().anyMatch(className::startsWith);
+        for (String s : CLASS_BLACKLIST) {
+            if (className.startsWith(s)) return true;
+        }
+        return false;
     }
 
     public static void addClassTransformer(IClassTransformer transformer) {

src/main/java/com/axis/innovators/box/plugins/PluginDescriptor.java

@@ -1,8 +1,10 @@
 package com.axis.innovators.box.plugins;
 
+import java.net.URL;
 import java.util.List;
 
 /**
+ * 插件描述符
  * @author tzdwindows 7
  */
 public class PluginDescriptor {
@@ -15,21 +17,93 @@ public class PluginDescriptor {
     private String transformers;
     private String registrationName;
 
+    /**
+     * 核心字段：插件的类加载器
+     * 保存这个是为了以后调用 classLoader.getResource("images/logo.png")
+     * 从而准确地从该插件的 JAR 包中获取资源，互不干扰。
+     */
+    private ClassLoader classLoader;
+
+    /**
+     * 核心字段：插件 JAR 包的物理 URL
+     * 格式通常为: file:/C:/path/to/plugin.jar
+     * 用于构建 jar:file: 协议的 URL (常用于 JavaFX Image 或 FXML 加载)
+     */
+    private URL sourceLocation;
+
     // Getters and Setters
+
     public String getId() { return id; }
     public void setId(String id) { this.id = id; }
+
     public String getName() { return name; }
     public void setName(String name) { this.name = name; }
+
     public List<String> getSupportedVersions() { return supportedVersions; }
     public void setSupportedVersions(List<String> supportedVersions) { this.supportedVersions = supportedVersions; }
+
     public String getIcon() { return icon; }
     public void setIcon(String icon) { this.icon = icon; }
+
     public String getDescription() { return description; }
     public void setDescription(String description) { this.description = description; }
+
     public Object getInstance() { return instance; }
     public void setInstance(Object instance) { this.instance = instance; }
-    public String getTransformers() {return transformers;}
+
-    public void setTransformers(String transformers) {this.transformers = transformers;}
+    public String getTransformers() { return transformers; }
-    public String getRegistrationName() {return registrationName;}
+    public void setTransformers(String transformers) { this.transformers = transformers; }
-    public void setRegistrationName(String registrationName) {this.registrationName = registrationName;}
+
+    public String getRegistrationName() { return registrationName; }
+    public void setRegistrationName(String registrationName) { this.registrationName = registrationName; }
+
+    /**
+     * 获取用于加载此插件资源的 ClassLoader
+     */
+    public ClassLoader getClassLoader() {
+        return classLoader;
+    }
+
+    public void setClassLoader(ClassLoader classLoader) {
+        this.classLoader = classLoader;
+    }
+
+    /**
+     * 获取插件 JAR 文件的物理路径 URL
+     */
+    public URL getSourceLocation() {
+        return sourceLocation;
+    }
+
+    public void setSourceLocation(URL sourceLocation) {
+        this.sourceLocation = sourceLocation;
+    }
+
+    // --- 辅助方法：便捷加载资源 ---
+
+    /**
+     * 这是一个便捷方法，用于直接从当前插件的 Resources 中获取资源 URL。
+     * 哪怕多个插件有同名文件（如 config.png），使用此方法也只会加载当前插件内的那个。
+     *
+     * @param path 资源路径，例如 "assets/icon.png" (不需要以 / 开头)
+     * @return 资源的完整 URL，如果找不到则返回 null
+     */
+    public URL getResource(String path) {
+        if (classLoader != null) {
+            return classLoader.getResource(path);
+        }
+        return null;
+    }
+
+    /**
+     * 获取资源的输入流（用于读取配置文件等）
+     * @param path 资源路径
+     * @return 输入流
+     */
+    public java.io.InputStream getResourceAsStream(String path) {
+        if (classLoader != null) {
+            return classLoader.getResourceAsStream(path);
+        }
+        return null;
+    }
 }

src/main/java/com/axis/innovators/box/plugins/PluginLoader.java

@@ -6,96 +6,185 @@ import com.axis.innovators.box.tools.FolderCreator;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
-import java.io.File;
+import java.io.*;
-import java.io.IOException;
-import java.io.InputStream;
-import java.io.InputStreamReader;
 import java.lang.reflect.Field;
-import java.net.MalformedURLException;
 import java.net.URL;
 import java.net.URLClassLoader;
 import java.nio.charset.StandardCharsets;
 import java.util.*;
+import java.util.concurrent.CopyOnWriteArrayList;
+import java.util.concurrent.atomic.AtomicInteger;
 import java.util.jar.Attributes;
 import java.util.jar.JarEntry;
 import java.util.jar.JarFile;
 
 /**
- * 插件加载器
+ * 插件加载器 - 性能优化版 (修复 SystemClassLoader 启动崩溃问题)
- * @author tzdwindows 7
  */
 public class PluginLoader {
-    private static Logger logger;
+    // 移除 static 初始化，防止在 SystemClassLoader 构造期间触发 Log4j 初始化
+    private static volatile Logger logger;
+
     public static final String PLUGIN_PATH = FolderCreator.getPluginFolder();
-    private static final List<PluginDescriptor> loadedPlugins = new ArrayList<>();
+
-    private static final List<IClassTransformer> transformers = new ArrayList<>();
+    private static final List<PluginDescriptor> loadedPlugins = new CopyOnWriteArrayList<>();
-    private static final List<String> corePluginMainClass = new ArrayList<>();
+    private static final List<IClassTransformer> transformers = new CopyOnWriteArrayList<>();
-    private static final List<String> pluginRegisteredName = new ArrayList<>();
+    private static final List<String> corePluginMainClass = new CopyOnWriteArrayList<>();
-    public static void loadPlugins() throws IOException, PluginLoadingError {
+    private static final Set<String> pluginRegisteredName = Collections.synchronizedSet(new HashSet<>());
+
+    // =========================================================
+    // 安全日志相关方法 (Safe Logger)
+    // =========================================================
+
+    /**
+     * 获取 Logger，如果 Log4j 尚未准备好（例如在 SystemClassLoader 初始化期间），则返回 null
+     */
+    private static Logger getLogger() {
+        if (logger != null) return logger;
+        try {
+            // 尝试初始化 Log4j
             logger = LogManager.getLogger(PluginLoader.class);
-        File pluginDir = null;
+            return logger;
-        if (PLUGIN_PATH != null) {
+        } catch (Throwable t) {
-            pluginDir = new File(PLUGIN_PATH);
+            // 捕获 BootstrapMethodError 或 IllegalStateException
+            // 说明此时 SystemClassLoader 正在构造中，不能使用 Log4j
+            return null;
         }
-        File[] jars = null;
-        if (pluginDir != null) {
-            jars = pluginDir.listFiles((dir, name) -> name.toLowerCase().endsWith(".jar"));
     }
 
-        if (jars == null) {
+    private static void logInfo(String msg, Object... args) {
-            return;
+        Logger l = getLogger();
+        if (l != null) {
+            l.info(msg, args);
+        } else {
+            // Fallback: 在 Log4j 准备好之前使用 System.out
+            System.out.println("[PluginLoader-INFO] " + formatFallback(msg, args));
         }
-        for (int i = 0; i < jars.length; i++) {
+    }
-            processJarFile(jars[i],false);
+
+    private static void logError(String msg, Object... args) {
+        Logger l = getLogger();
+        if (l != null) {
+            l.error(msg, args);
+        } else {
+            System.err.println("[PluginLoader-ERROR] " + formatFallback(msg, args));
+            // 打印异常堆栈
+            for (Object arg : args) {
+                if (arg instanceof Throwable) {
+                    ((Throwable) arg).printStackTrace();
+                }
+            }
+        }
+    }
+
+    private static void logWarn(String msg, Object... args) {
+        Logger l = getLogger();
+        if (l != null) {
+            l.warn(msg, args);
+        } else {
+            System.out.println("[PluginLoader-WARN] " + formatFallback(msg, args));
+        }
+    }
+
+    private static void logDebug(String msg, Object... args) {
+        Logger l = getLogger();
+        if (l != null) {
+            l.debug(msg, args);
+        } else {
+            // Debug 级别在 fallback 模式下通常不打印，或者可以打印到 System.out
+            // System.out.println("[PluginLoader-DEBUG] " + formatFallback(msg, args));
+        }
+    }
+
+    // 简单的字符串格式化，用于 fallback 模式
+    private static String formatFallback(String msg, Object... args) {
+        if (args == null || args.length == 0) return msg;
+        try {
+            // 简单替换 {}，不完美但够用
+            String result = msg;
+            for (Object arg : args) {
+                if (arg instanceof Throwable) continue; // 异常单独处理
+                result = result.replaceFirst("\\{\\}", String.valueOf(arg));
+            }
+            return result;
+        } catch (Exception e) {
+            return msg;
+        }
+    }
+
+    // =========================================================
+    // 业务逻辑
+    // =========================================================
+
+    public static void loadPlugins() throws IOException, PluginLoadingError {
+        File pluginDir = (PLUGIN_PATH != null) ? new File(PLUGIN_PATH) : null;
+        if (pluginDir == null || !pluginDir.exists()) return;
+
+        File[] jars = pluginDir.listFiles((dir, name) -> name.toLowerCase().endsWith(".jar"));
+        if (jars == null || jars.length == 0) return;
+
+        logInfo("Found {} jars, starting parallel loading...", jars.length);
+
+        AtomicInteger loadedCount = new AtomicInteger(0);
+        int total = jars.length;
+
+        Arrays.stream(jars).parallel().forEach(jarFile -> {
+            try {
+                processJarFile(jarFile, false);
+            } catch (Exception e) {
+                logError("Failed to load plugin jar: " + jarFile.getName(), e);
+            } finally {
+                int current = loadedCount.incrementAndGet();
+                if (AxisInnovatorsBox.getMain() != null && AxisInnovatorsBox.getMain().progressBarManager != null) {
+                    try {
                         AxisInnovatorsBox.getMain().progressBarManager.updateSubProgress(
-                    "Loading Plugin " + i,
+                                "Loading Plugin " + current, current, total);
-                    i,
+                    } catch (Exception ignored) {}
-                    jars.length);
                 }
             }
+        });
+    }
 
-    private static void processJarFile(File jarFile, boolean isCorePlugin) throws IOException, PluginLoadingError {
+    private static void processJarFile(File jarFile, boolean isCorePlugin) throws IOException {
         try (JarFile jar = new JarFile(jarFile)) {
-            // Check for CorePlugin in MANIFEST.MF
             if (isCorePlugin) {
                 Attributes attributes = jar.getManifest().getMainAttributes();
                 String corePluginClass = attributes.getValue("CorePlugin");
                 if (corePluginClass != null) {
                     processCorePlugin(jarFile, corePluginClass);
                 }
-            } else {
+                return;
+            }
+
             JarEntry pluginFile = jar.getJarEntry("plug-in.box");
+            PluginDescriptor descriptor = null;
+
             if (pluginFile != null) {
-                    processWithManifest(jar, pluginFile, jarFile);
+                descriptor = processWithManifest(jar, pluginFile, jarFile);
             } else {
-                    processWithAnnotations(jar, jarFile);
+                descriptor = processWithAnnotations(jar, jarFile);
             }
+
+            if (descriptor != null) {
+                loadPluginLanguagesInternal(jar, descriptor);
+                Attributes attributes = jar.getManifest().getMainAttributes();
+                String corePluginClass = attributes.getValue("CorePlugin");
+                descriptor.setTransformers(corePluginClass);
             }
+        } catch (PluginLoadingError e) {
+            logError("Plugin logic error in {}: {}", jarFile.getName(), e.getMessage());
         }
     }
 
-    /**
-     * 加载核心插件
-     * @throws IOException 插件加载失败
-     */
     public static void loadCorePlugin() throws IOException {
-        File pluginDir = null;
+        File pluginDir = (PLUGIN_PATH != null) ? new File(PLUGIN_PATH) : null;
-        if (PLUGIN_PATH != null) {
+        if (pluginDir == null || !pluginDir.exists()) return;
-            pluginDir = new File(PLUGIN_PATH);
+
-        }
+        File[] jars = pluginDir.listFiles((dir, name) -> name.toLowerCase().endsWith(".jar"));
-        File[] jars = null;
+        if (jars == null) return;
-        if (pluginDir != null) {
+
-            jars = pluginDir.listFiles((dir, name) -> name.toLowerCase().endsWith(".jar"));
-        }
-        if (jars == null) {
-            return;
-        }
         for (File jar : jars) {
-            try {
             processJarFile(jar, true);
-            } catch (PluginLoadingError e) {
-                throw new RuntimeException(e);
-            }
         }
     }
 
@@ -110,13 +199,14 @@ public class PluginLoader {
                 registerTransformers(corePlugin, urlClassLoader);
             }
         } catch (Exception e) {
-            logger.error("Failed to load core plugin: {}", corePluginClass, e);
+            logError("Failed to load core plugin: {}", corePluginClass, e);
         }
     }
 
     private static void registerTransformers(LoadingCorePlugin corePlugin, ClassLoader classLoader) {
-        //if (corePlugin.getMainClass() != null) {
+        if (corePlugin.getMainClass() != null) {
             corePluginMainClass.add(corePlugin.getMainClass());
+        }
         String[] transformerClasses = corePlugin.getASMTransformerClass();
         if (transformerClasses != null) {
             for (String transformerClass : transformerClasses) {
@@ -128,106 +218,166 @@ public class PluginLoader {
                         BoxClassLoader.addClassTransformer(transformer);
                     }
                 } catch (Exception e) {
-                        logger.error("Failed to register transformer: {}", transformerClass, e);
+                    logError("Failed to register transformer: {}", transformerClass, e);
                 }
             }
         }
-        //} else {
-        //    logger.error("Failed to load core plugin: {}", corePlugin.getClass().getName());
-        //}
     }
 
-    private static void processWithManifest(JarFile jar, JarEntry entry, File jarFile)
+    private static PluginDescriptor processWithManifest(JarFile jar, JarEntry entry, File jarFile)
             throws IOException, PluginLoadingError {
         Properties props = new Properties();
         try (InputStream is = jar.getInputStream(entry)) {
             props.load(is);
-        } catch (IOException e) {
-            logger.error("Failed to load plugin from jar: {}", jarFile.getName(), e);
-            return;
         }
 
         PluginDescriptor descriptor = new PluginDescriptor();
+
+        URL jarUrl = jarFile.toURI().toURL();
+        descriptor.setSourceLocation(jarUrl);
+        URLClassLoader pluginClassLoader = new URLClassLoader(
+                new URL[]{jarUrl},
+                PluginLoader.class.getClassLoader()
+        );
+        descriptor.setClassLoader(pluginClassLoader);
+
         descriptor.setId(props.getProperty("id"));
         descriptor.setName(props.getProperty("name"));
         descriptor.setDescription(props.getProperty("description"));
         descriptor.setIcon(props.getProperty("icon"));
-        descriptor.setSupportedVersions(
+
-                Arrays.asList(props.getProperty("supportedVersions").split(","))
+        String versions = props.getProperty("supportedVersions");
-        );
+        if (versions != null) {
+            descriptor.setSupportedVersions(Arrays.asList(versions.split(",")));
+        }
+
         String registrationName = props.getProperty("registrationName");
         verifyRegisteredNameValid(descriptor, registrationName);
 
-        logger.info("Loaded plugin: {}", descriptor.getName());
+        logInfo("Loaded plugin via manifest: {}", descriptor.getName());
-        loadMainClass(props.getProperty("mainClass"), jarFile, descriptor);
+        loadMainClass(props.getProperty("mainClass"), descriptor);
 
-        Attributes attributes = jar.getManifest().getMainAttributes();
+        return descriptor;
-        String corePluginClass = attributes.getValue("CorePlugin");
-        descriptor.setTransformers(corePluginClass);
-        loadPluginLanguages(jarFile, descriptor);
     }
 
     private static void verifyRegisteredNameValid(PluginDescriptor descriptor, String registrationName) throws PluginLoadingError {
-        if (registrationName != null && !registrationName.isEmpty()
+        if (registrationName == null || registrationName.trim().isEmpty()) {
-                && !pluginRegisteredName.contains(registrationName)) {
+            throw new PluginLoadingError("Invalid registration name for plugin: " + descriptor.getName());
-            pluginRegisteredName.add(registrationName);
-        } else {
-            if (registrationName == null || registrationName.isEmpty()) {
-                throw new PluginLoadingError("Invalid registration name");
-            }
-            throw new PluginLoadingError("When the \" "
-                    + descriptor.getName()
-                    + "\" plugin is loaded, this plugin contains the same registered name as the previously loaded plugin");
         }
 
+        synchronized (pluginRegisteredName) {
+            if (!pluginRegisteredName.add(registrationName)) {
+                throw new PluginLoadingError("Duplicate registered name '" + registrationName + "' in plugin " + descriptor.getName());
+            }
+        }
         descriptor.setRegistrationName(registrationName);
     }
 
-    private static void processWithAnnotations(JarFile jar, File jarFile) throws PluginLoadingError {
+    private static PluginDescriptor processWithAnnotations(JarFile jar, File jarFile) throws PluginLoadingError {
-        URLClassLoader classLoader = createClassLoader(jarFile);
+        PluginDescriptor foundDescriptor = null;
+        URLClassLoader classLoader = null;
+        boolean keepClassLoaderOpen = false;
+
+        try {
+            classLoader = new URLClassLoader(
+                    new URL[]{jarFile.toURI().toURL()},
+                    PluginLoader.class.getClassLoader());
+
             Enumeration<JarEntry> entries = jar.entries();
             while (entries.hasMoreElements()) {
                 JarEntry entry = entries.nextElement();
-            if (entry.getName().endsWith(".class")) {
+                if (!entry.isDirectory() && entry.getName().endsWith(".class")) {
-                if (classLoader != null) {
+                    String className = entry.getName()
-                    processClassEntry(entry, jar,classLoader,jarFile);
+                            .replace("/", ".")
+                            .replace(".class", "");
 
-                }
+                    try {
-            }
+                        if (className.equals("module-info")) continue;
-        }
-    }
 
-    private static void loadPluginLanguages(File jarFile, PluginDescriptor plugin) {
+                        Class<?> clazz = classLoader.loadClass(className);
-        try (JarFile jar = new JarFile(jarFile)) {
+                        PluginMeta meta = clazz.getAnnotation(PluginMeta.class);
-            Enumeration<JarEntry> entries = jar.entries();
+
-            while (entries.hasMoreElements()) {
+                        if (meta != null) {
-                JarEntry entry = entries.nextElement();
+                            PluginDescriptor descriptor = new PluginDescriptor();
-                if (entry.getName().startsWith("lang/") &&
+                            descriptor.setSourceLocation(jarFile.toURI().toURL());
-                        entry.getName().endsWith(".properties")) {
+
-                    processLanguageFile(jar, entry, plugin);
+                            descriptor.setClassLoader(classLoader);
+                            keepClassLoaderOpen = true;
+
+                            descriptor.setId(meta.id());
+                            descriptor.setName(meta.name());
+                            descriptor.setDescription(meta.description());
+                            descriptor.setIcon(meta.icon());
+                            descriptor.setSupportedVersions(Arrays.asList(meta.supportedVersions()));
+
+                            verifyRegisteredNameValid(descriptor, meta.registeredName());
+
+                            Object instance = clazz.getDeclaredConstructor().newInstance();
+                            descriptor.setInstance(instance);
+                            injectInstanceField(clazz, instance, descriptor);
+
+                            loadedPlugins.add(descriptor);
+                            logInfo("Loaded plugin via annotation: {}", descriptor.getName());
+
+                            foundDescriptor = descriptor;
+                            break;
+                        }
+                    } catch (Throwable e) {
+                        // 忽略
+                    }
                 }
             }
         } catch (IOException e) {
-            logger.error("Failed to load language files for plugin: {}", plugin.getName(), e);
+            logError("Error scanning jar for annotations: " + jarFile.getName(), e);
+        } finally {
+            if (!keepClassLoaderOpen && classLoader != null) {
+                try {
+                    classLoader.close();
+                } catch (IOException e) {
+                    logWarn("Failed to close unused classloader", e);
                 }
             }
+        }
+        return foundDescriptor;
+    }
+
+    private static void loadPluginLanguagesInternal(JarFile jar, PluginDescriptor plugin) {
+        Enumeration<JarEntry> entries = jar.entries();
+        while (entries.hasMoreElements()) {
+            JarEntry entry = entries.nextElement();
+            String entryName = entry.getName();
+
+            if (entryName.startsWith("lang/") && entryName.endsWith(".properties")) {
+                processLanguageFile(jar, entry, plugin);
+            }
+            else if (entryName.startsWith("assets/lang/") && entryName.endsWith(".properties")) {
+                processAssetsLanguageFile(plugin, entryName);
+            }
+        }
+    }
+
+    private static void processAssetsLanguageFile(PluginDescriptor plugin, String entryName) {
+        String fileName = entryName.substring(entryName.lastIndexOf("/") + 1);
+        String langCode = fileName.replace(".properties", "");
+        String targetRegisteredName = "system:" + langCode;
+        LanguageManager.registerPluginLanguage(plugin, entryName, targetRegisteredName);
+    }
 
     private static void processLanguageFile(JarFile jar, JarEntry entry, PluginDescriptor plugin) {
         String fileName = entry.getName().substring(entry.getName().lastIndexOf("/") + 1);
         String[] parts = fileName.split("[_.]");
-        if (parts.length < 3) {
+        if (parts.length < 3) return;
-            return;
+
-        }
+        String langCode = parts[parts.length - 1].replace(".properties", "");
-        String langCode = parts[parts.length-1].replace(".properties", "");
         String langName = plugin.getName() + " " + langCode.toUpperCase();
         String registeredName = plugin.getRegistrationName() + "_" + langCode;
+
         try (InputStream is = jar.getInputStream(entry)) {
             Properties properties2 = new Properties();
             properties2.load(new InputStreamReader(is, StandardCharsets.UTF_8));
+
             LanguageManager.Language language = new LanguageManager.Language(
-                    langName,
+                    langName, registeredName, null
-                    registeredName,
-                    null
             ) {
                 @Override
                 public void loadLanguageFile(String languageFile) {
@@ -235,97 +385,42 @@ public class PluginLoader {
                 }
             };
             LanguageManager.addLanguage(language);
-            logger.info("Loaded plugin language: {} ({})", langName, registeredName);
+            logDebug("Loaded plugin language: {} ({})", langName, registeredName);
         } catch (IOException e) {
-            logger.error("Failed to load language file: {}", entry.getName(), e);
+            logError("Failed to load language file: {}", entry.getName(), e);
         }
     }
 
-    private static URLClassLoader createClassLoader(File jarFile) {
+    private static void loadMainClass(String mainClassName, PluginDescriptor descriptor) {
-        try {
-            return new URLClassLoader(
-                    new URL[]{jarFile.toURI().toURL()},
-                    PluginLoader.class.getClassLoader()
-            );
-        } catch (MalformedURLException e) {
-            logger.error("Error creating URLClassLoader", e);
-        }
-        return null;
-    }
-
-    private static void processClassEntry(JarEntry entry,JarFile jar,
-                                          URLClassLoader classLoader,
-                                          File jarFile) throws PluginLoadingError {
-        String className = entry.getName()
-                .replace("/", ".")
-                .replace(".class", "");
-
-        try {
-            Class<?> clazz = classLoader.loadClass(className);
-            PluginMeta meta = clazz.getAnnotation(PluginMeta.class);
-            if (meta != null) {
-                PluginDescriptor descriptor = new PluginDescriptor();
-                descriptor.setId(meta.id());
-                descriptor.setName(meta.name());
-                descriptor.setDescription(meta.description());
-                descriptor.setIcon(meta.icon());
-                descriptor.setSupportedVersions(Arrays.asList(meta.supportedVersions()));
-
-                String registrationName = meta.registeredName();
-                verifyRegisteredNameValid(descriptor, registrationName);
-
-                try {
-                    Object instance = clazz.getDeclaredConstructor().newInstance();
-                    descriptor.setInstance(instance);
-
-                    try {
-                        Field pluginInstance = instance.getClass().getDeclaredField("INSTANCE");
-                        pluginInstance.setAccessible(true);
-                        pluginInstance.set(null, descriptor);
-                    } catch (NoSuchFieldException | IllegalArgumentException
-                             | SecurityException | IllegalAccessException e) {
-                        logger.warn("Failed to set plugin instance: {}", instance.getClass(), e);
-                    }
-
-                    loadedPlugins.add(descriptor);
-                    Attributes attributes = jar.getManifest().getMainAttributes();
-                    String corePluginClass = attributes.getValue("CorePlugin");
-                    descriptor.setTransformers(corePluginClass);
-                    loadPluginLanguages(jarFile, descriptor);
-                    logger.info("Loaded plugin: {}", descriptor.getName());
-                } catch (Exception e) {
-                    logger.error("Failed to instantiate plugin class: {}", className, e);
-                }
-            }
-        } catch (ClassNotFoundException | NoClassDefFoundError e) {
-            logger.error("Error loading class: {}", className, e);
-        }
-    }
-
-    private static void loadMainClass(String mainClassName, File jarFile, PluginDescriptor descriptor) {
         if (mainClassName == null || mainClassName.isEmpty()) {
-            logger.error("Invalid main class name: {}", mainClassName);
             return;
         }
 
-        try (URLClassLoader classLoader = new URLClassLoader(
+        ClassLoader classLoader = descriptor.getClassLoader();
-                new URL[]{jarFile.toURI().toURL()},
+        if (classLoader == null) {
-                PluginLoader.class.getClassLoader())
+            logError("Plugin ClassLoader is missing for {}", descriptor.getName());
-        ) {
+            return;
+        }
+
+        try {
             Class<?> mainClass = classLoader.loadClass(mainClassName);
             Object instance = mainClass.getDeclaredConstructor().newInstance();
             descriptor.setInstance(instance);
+            injectInstanceField(mainClass, instance, descriptor);
+        } catch (Exception e) {
+            logError("Failed to load main class: {}", mainClassName, e);
+        }
+    }
 
+    private static void injectInstanceField(Class<?> clazz, Object instance, PluginDescriptor descriptor) {
         try {
-                Field pluginInstance = mainClass.getDeclaredField("INSTANCE");
+            Field pluginInstance = clazz.getDeclaredField("INSTANCE");
             pluginInstance.setAccessible(true);
             pluginInstance.set(null, descriptor);
-            } catch (NoSuchFieldException | IllegalArgumentException
+        } catch (NoSuchFieldException e) {
-                     | SecurityException | IllegalAccessException e) {
+            // 忽略
-                logger.warn("Failed to set plugin instance: {}", mainClassName, e);
-            }
         } catch (Exception e) {
-            logger.error("Failed to load main class: {}", mainClassName, e);
+            logWarn("Failed to set plugin instance field for {}", clazz.getName(), e);
         }
     }
 

src/main/java/com/axis/innovators/box/register/LanguageManager.java

@@ -1,5 +1,6 @@
 package com.axis.innovators.box.register;
 
+import com.axis.innovators.box.plugins.PluginDescriptor;
 import com.axis.innovators.box.plugins.PluginLoader;
 import com.axis.innovators.box.tools.FolderCreator;
 import org.apache.logging.log4j.LogManager;
@@ -27,14 +28,54 @@ public class LanguageManager {
         LANGUAGES.add(new Language("日本語", "system:ja_JP", "sys_ja_JP"));
     }
 
+    /**
+     * 插件专用：从插件 Jar 包资源中快速注册/合并语言
+     * <p>
+     * 示例用法：
+     * LanguageManager.registerPluginLanguage(plugin, "assets/lang/en_US.properties", "system:en_US");
+     * </p>
+     *
+     * @param plugin 插件描述符（用于获取 ClassLoader）
+     * @param resourcePath 资源在 Jar 包中的路径 (例如 "assets/lang/zh_CN.properties")
+     * @param targetRegisteredName 目标语言的注册名 (例如 "system:zh_CN")，将合并到此语言中
+     */
+    public static void registerPluginLanguage(PluginDescriptor plugin, String resourcePath, String targetRegisteredName) {
+        if (plugin == null || resourcePath == null || targetRegisteredName == null) {
+            return;
+        }
+
+        try (InputStream is = plugin.getResourceAsStream(resourcePath)) {
+            if (is == null) {
+                logger.warn("无法在插件 [{}] 中找到语言资源: {}", plugin.getName(), resourcePath);
+                return;
+            }
+
+            // 创建一个临时的 Language 对象，重写加载逻辑以避免读取磁盘文件
+            Language pluginLang = new Language(
+                    plugin.getName() + " Resource", // 临时名称，不重要
+                    targetRegisteredName,           // 关键：注册名必须与现有语言一致才能合并
+                    null
+            ) {
+                @Override
+                public void loadLanguageFile(String ignored) {
+                    // 覆盖父类行为：不从磁盘加载，防止 FileNotFoundException
+                }
+            };
+
+            // 手动从流中加载属性
+            pluginLang.loadFromInputStream(is);
+
+            // 复用现有的合并逻辑，这样可以保持统一的日志记录
+            addLanguage(pluginLang);
+
+        } catch (IOException e) {
+            logger.error("加载插件语言资源失败: {} - {}", plugin.getName(), resourcePath, e);
+        }
+    }
+
     /**
      * 添加/合并语言资源
      * @param language 要添加的语言对象
-     * 处理规则：
-     * 1. 注册名相同时保留原有基础信息
-     * 2. 相同键值的新内容覆盖旧内容
-     * 3. 详细记录新增、更新的键值数量
-     * 4. 提供关键示例用于调试
      */
     public static void addLanguage(Language language) {
         for (Language existing : LANGUAGES) {
@@ -61,19 +102,21 @@ public class LanguageManager {
                         existing.properties.setProperty(key, newValue);
                     }
 
+                    // 仅当有变更时才构建日志，减少刷屏（可选优化）
+                    if (added > 0 || updated > 0) {
                         String logDetail = buildMergeLogDetails(added, updated, sampleAddedKeys, sampleUpdatedKeys);
-
                         logger.info("【语言合并报告】\n" +
-                                    "▌合并目标：{} ({})\n" +
+                                        "▌合并来源：{} -> {}\n" +
                                         "▌变更统计：新增 {} 条 / 更新 {} 条\n" +
                                         "▌当前总量：{} 条\n" +
                                         "▌关键示例：\n{}",
-                            existing.getLanguageName(),
+                                language.getLanguageName(),
                                 existing.getRegisteredName(),
                                 added,
                                 updated,
                                 existing.properties.size(),
                                 logDetail);
+                    }
 
                     return;
                 } catch (Exception e) {
@@ -122,54 +165,43 @@ public class LanguageManager {
      */
     public static void loadLanguage(String languageName) {
         loadedLanguages = LanguageManager.getLanguage(languageName);
+        if (loadedLanguages != null) {
             saveCurrentLanguageToFile();
         }
+    }
 
-    /**
-     * 将当前加载的语言保存到配置文件中
-     */
     private static void saveCurrentLanguageToFile() {
+        if (loadedLanguages == null) return;
         Properties properties = new Properties();
         properties.setProperty("loadedLanguage", loadedLanguages.getRegisteredName());
 
         try (OutputStreamWriter writer = new OutputStreamWriter(new FileOutputStream(SAVED_LANGUAGE_FILE), StandardCharsets.UTF_8)) {
             properties.store(writer, "Current Loaded Language");
         } catch (IOException e) {
-            System.err.println("Failed to save current language to file: " + SAVED_LANGUAGE_FILE);
+            logger.error("Failed to save current language to file: {}", SAVED_LANGUAGE_FILE, e);
-            e.printStackTrace();
         }
     }
 
-    /**
-     * 从配置文件中加载保存的语言
-     */
     public static void loadSavedLanguage() {
+        File file = new File(SAVED_LANGUAGE_FILE);
+        if (!file.exists()) return;
+
         Properties properties = new Properties();
-        try (InputStreamReader reader = new InputStreamReader(new FileInputStream(SAVED_LANGUAGE_FILE), StandardCharsets.UTF_8)) {
+        try (InputStreamReader reader = new InputStreamReader(new FileInputStream(file), StandardCharsets.UTF_8)) {
             properties.load(reader);
             String loadedLanguageName = properties.getProperty("loadedLanguage");
             if (loadedLanguageName != null) {
                 loadedLanguages = LanguageManager.getLanguage(loadedLanguageName);
             }
         } catch (IOException e) {
-            System.err.println("Failed to load saved language from file: " + SAVED_LANGUAGE_FILE);
+            logger.error("Failed to load saved language from file: {}", SAVED_LANGUAGE_FILE, e);
-            e.printStackTrace();
         }
     }
 
-    /**
-     * 获取已加载的语言
-     * @return 已加载的语言
-     */
     public static Language getLoadedLanguages() {
         return loadedLanguages;
     }
 
-    /**
-     * 获取语言
-     * @param languageName 语言注册名,或者语言名称
-     * @return 语言对象
-     */
     public static Language getLanguage(String languageName) {
         for (Language language : LANGUAGES) {
             if (language.getRegisteredName().equals(languageName)) {
@@ -185,14 +217,14 @@ public class LanguageManager {
         return null;
     }
 
-    /**
-     * 获取所有语言
-     * @return 所有语言
-     */
     public static List<Language> getLanguages() {
         return LANGUAGES;
     }
 
+    // ==========================================
+    // Inner Class Language
+    // ==========================================
+
     public static class Language {
         private final String languageName;
         private final String registeredName;
@@ -210,14 +242,19 @@ public class LanguageManager {
                 this.languageFile = LANGUAGE_PATH + "\\" + languageFileName + ".properties";
             }
             this.properties = new Properties();
+
+            // 默认构造时加载文件
             loadLanguageFile(languageFile);
         }
 
         /**
-         * 加载语言文件
+         * 从磁盘加载语言文件
          */
         public void loadLanguageFile(String languageFile) {
-            try (InputStreamReader reader = new InputStreamReader(new FileInputStream(languageFile),
+            File file = new File(languageFile);
+            if (!file.exists()) return; // 容错处理
+
+            try (InputStreamReader reader = new InputStreamReader(new FileInputStream(file),
                     StandardCharsets.UTF_8)) {
                 properties.load(reader);
             } catch (IOException e) {
@@ -227,10 +264,19 @@ public class LanguageManager {
         }
 
         /**
-         * 获取指定键的文本
+         * 新增：直接从输入流加载配置（供插件使用）
-         * @param key 键
+         * @param inputStream 资源流
-         * @return 对应的文本，如果键不存在则返回 null
          */
+        public void loadFromInputStream(InputStream inputStream) {
+            if (inputStream == null) return;
+            try (InputStreamReader reader = new InputStreamReader(inputStream, StandardCharsets.UTF_8)) {
+                properties.load(reader);
+            } catch (IOException e) {
+                System.err.println("Failed to load language from stream for " + registeredName);
+                e.printStackTrace();
+            }
+        }
+
         public String getText(String key) {
             if (!properties.containsKey(key)) {
                 return key;
@@ -238,9 +284,6 @@ public class LanguageManager {
             return properties.getProperty(key);
         }
 
-        /**
-         * 添加文本
-         */
         public void addText(String key, String value) {
             properties.setProperty(key, value);
         }

src/main/java/com/axis/innovators/box/register/RegistrationSettingsItem.java

@@ -465,7 +465,7 @@ public class RegistrationSettingsItem extends WindowsJDialog {
 
         JPanel iconPanel = new JPanel();
 
-        ImageIcon icon = LoadIcon.loadIcon(plugin.getInstance().getClass(), plugin.getIcon(), 64);
+        ImageIcon icon = LoadIcon.loadIcon(plugin, plugin.getIcon(), 64);
         JLabel iconLabel = new JLabel(icon);
         iconPanel.add(iconLabel);
         mainPanel.add(iconPanel, BorderLayout.WEST);

src/main/java/com/axis/innovators/box/window/LoadIcon.java

@@ -1,5 +1,6 @@
 package com.axis.innovators.box.window;
 
+import com.axis.innovators.box.plugins.PluginDescriptor;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
@@ -11,67 +12,180 @@ import java.net.URL;
 
 /**
  * 负责加载图片
+ * <p>
+ * 更新说明：已适配 PluginDescriptor。
+ * </p>
  * @author tzdwindows 7
  */
 public class LoadIcon {
     private static final Logger logger = LogManager.getLogger(LoadIcon.class);
     private static final String ICON_PATH = "/icons/";
 
+    // ==========================================
+    // Public API - 面向 PluginDescriptor
+    // ==========================================
+
     /**
-     * 加载图片
+     * 从插件资源中加载正方形图标
+     * @param plugin 插件描述符
+     * @param filename 图片文件名 (相对于插件 classpath 的 /icons/ 或根路径)
+     * @param size 宽高
+     * @return ImageIcon
+     */
+    public static ImageIcon loadIcon(PluginDescriptor plugin, String filename, int size) {
+        return loadIcon(plugin, filename, size, size);
+    }
+
+    /**
+     * 从插件资源中加载指定宽高的图标
+     * @param plugin 插件描述符
+     * @param filename 图片文件名
+     * @param width 宽
+     * @param height 高
+     * @return ImageIcon
+     */
+    public static ImageIcon loadIcon(PluginDescriptor plugin, String filename, int width, int height) {
+        ClassLoader loader = plugin.getClassLoader();
+        if (loader == null) {
+            logger.warn("Plugin {} has no ClassLoader, returning placeholder.", plugin.getName());
+            return createPlaceholderIcon(width, height);
+        }
+        return loadIconInternal(loader, filename, width, height);
+    }
+
+    // ==========================================
+    // Public API - 面向主程序 (默认使用 LoadIcon.class)
+    // ==========================================
+
+    /**
+     * 加载主程序图标
      * @param filename 图片名
      * @param size 图片大小
      * @return ImageIcon对象
      */
     public static ImageIcon loadIcon(String filename, int size) {
-        return loadIcon(LoadIcon.class, filename, size);
+        return loadIconInternal(LoadIcon.class.getClassLoader(), filename, size, size);
     }
 
     /**
-     * 加载指定宽高的图片（适用于背景图）
+     * 加载主程序指定宽高的图片
      * @param filename 图片名
      * @param width 宽度
      * @param height 高度
      * @return ImageIcon对象
      */
     public static ImageIcon loadIcon(String filename, int width, int height) {
-        return loadIcon(LoadIcon.class, filename, width, height);
+        return loadIconInternal(LoadIcon.class.getClassLoader(), filename, width, height);
     }
 
     /**
-     * 加载指定宽高的图片（核心构造体）
+     * 加载系统包下的图片
-     * @param clazz resources包所在的jar
+     * @param clazz resources包所在的jar类
+     * @param filename 图片名
+     * @param size 图片大小
+     * @return ImageIcon对象
+     */
+    public static ImageIcon loadSystemIcon(Class<?> clazz, String filename, int size) {
+        return loadIconInternal(clazz.getClassLoader(), filename, size, size);
+    }
+
+    // ==========================================
+    // Package-Private API - 限制访问 (不支持 PluginDescriptor 的旧方法)
+    // ==========================================
+
+    /**
+     * 加载指定宽高的图片（仅限当前包访问）
+     * @param clazz resources包所在的jar类
      * @param filename 图片名
      * @param width 目标宽度
      * @param height 目标高度
      * @return ImageIcon对象
      */
-    public static ImageIcon loadIcon(Class<?> clazz, String filename, int width, int height) {
+    static ImageIcon loadIcon(Class<?> clazz, String filename, int width, int height) {
+        return loadIconInternal(clazz.getClassLoader(), filename, width, height);
+    }
+
+    /**
+     * 加载图片（仅限当前包访问）
+     * @param clazz resources包所在的jar类
+     * @param filename 图片名
+     * @param size 图片大小
+     * @return ImageIcon对象
+     */
+    static ImageIcon loadIcon(Class<?> clazz, String filename, int size) {
+        return loadIconInternal(clazz.getClassLoader(), filename, size, size);
+    }
+
+    /**
+     * 加载图片,另一个版本（仅限当前包访问）
+     * 直接加载 filename，不尝试拼接 ICON_PATH
+     */
+    static ImageIcon loadIcon0(Class<?> clazz, String filename, int size) {
+        try {
+            if (filename == null || filename.isEmpty()) {
+                return createPlaceholderIcon(size, size);
+            }
+            URL imgUrl = clazz.getClassLoader().getResource(filename); // 使用 ClassLoader 加载
+            if (imgUrl == null) {
+                // 回退尝试 class.getResource (处理相对路径差异)
+                imgUrl = clazz.getResource(filename);
+            }
+
+            if (imgUrl == null) {
+                return createPlaceholderIcon(size, size);
+            }
+            Image image = new ImageIcon(imgUrl).getImage();
+            return new ImageIcon(image.getScaledInstance(size, size, Image.SCALE_SMOOTH));
+        } catch (Exception e) {
+            logger.error("Failed to load icon0 '{}'", filename, e);
+            return createPlaceholderIcon(size, size);
+        }
+    }
+
+    // ==========================================
+    // Internal Core Logic
+    // ==========================================
+
+    /**
+     * 统一的核心加载逻辑
+     */
+    private static ImageIcon loadIconInternal(ClassLoader classLoader, String filename, int width, int height) {
         try {
             if (filename == null || filename.isEmpty()) {
                 return createPlaceholderIcon(width, height);
             }
 
-            Image image;
+            // 1. 处理绝对路径 (不依赖 ClassLoader)
-            // 1. 处理绝对路径
+            File file = new File(filename);
-            if (new File(filename).isAbsolute()) {
+            if (file.isAbsolute() && file.exists()) {
-                image = new ImageIcon(filename).getImage();
+                Image image = new ImageIcon(filename).getImage();
-            } else {
+                return new ImageIcon(image.getScaledInstance(width, height, Image.SCALE_SMOOTH));
+            }
+
             // 2. 处理资源路径
+            URL imgUrl = null;
+
+            // 尝试 A: /icons/ + filename (标准化路径)
             String fullPath = ICON_PATH + filename;
-                URL imgUrl = clazz.getResource(fullPath);
+            // 去掉开头的 / 因为 ClassLoader.getResource 不以 / 开头
-                if (imgUrl == null) {
+            if (fullPath.startsWith("/")) fullPath = fullPath.substring(1);
-                    // 尝试不带 /icons/ 路径直接加载 (兼容 loadIcon0 逻辑)
+
-                    imgUrl = clazz.getResource(filename);
+            if (classLoader != null) {
+                imgUrl = classLoader.getResource(fullPath);
+            }
+
+            // 尝试 B: 直接使用 filename (如果不带 path 或已经在根目录下)
+            if (imgUrl == null && classLoader != null) {
+                String cleanName = filename.startsWith("/") ? filename.substring(1) : filename;
+                imgUrl = classLoader.getResource(cleanName);
             }
 
             if (imgUrl == null) {
                 logger.warn("Resource not found: {}", filename);
                 return createPlaceholderIcon(width, height);
             }
-                image = new ImageIcon(imgUrl).getImage();
-            }
 
+            Image image = new ImageIcon(imgUrl).getImage();
             // 3. 执行高质量缩放
             return new ImageIcon(image.getScaledInstance(width, height, Image.SCALE_SMOOTH));
 
@@ -88,81 +202,13 @@ public class LoadIcon {
         BufferedImage img = new BufferedImage(width, height, BufferedImage.TYPE_INT_ARGB);
         Graphics2D g2d = img.createGraphics();
         // 使用更符合现代深色主题的占位颜色
-        g2d.setColor(new Color(30, 30, 30));
+        g2d.setColor(new Color(30, 30, 30, 128)); // 半透明深色
         g2d.fillRect(0, 0, width, height);
-        g2d.dispose();
-        return new ImageIcon(img);
-    }
 
-    /**
+        // 画个边框表示丢失
-     * 加载图片
+        g2d.setColor(Color.RED);
-     * @param clazz resources包所在的jar
+        g2d.drawRect(0, 0, width - 1, height - 1);
-     * @param filename 图片名
-     * @param size 图片大小
-     * @return ImageIcon对象
-     */
-    public static ImageIcon loadIcon(Class<?> clazz, String filename, int size) {
-        try {
-            if (filename.isEmpty()) {
-                return createPlaceholderIcon(size);
-            }
 
-            if (new File(filename).isAbsolute()) {
-                return loadAbsolutePathIcon(filename, size);
-            }
-
-            String fullPath = ICON_PATH + filename;
-            URL imgUrl = clazz.getResource(fullPath);
-            if (imgUrl == null) {
-                return createPlaceholderIcon(size);
-            }
-            Image image = new ImageIcon(imgUrl).getImage();
-            return new ImageIcon(image.getScaledInstance(size, size, Image.SCALE_SMOOTH));
-        } catch (Exception e) {
-            logger.error("Failed to load icon image path '{}'", filename, e);
-            return createPlaceholderIcon(size);
-        }
-    }
-
-    private static ImageIcon loadAbsolutePathIcon(String absolutePath, int size) {
-        try {
-            Image image = new ImageIcon(absolutePath).getImage();
-            return new ImageIcon(image.getScaledInstance(size, size, Image.SCALE_SMOOTH));
-        } catch (Exception e) {
-            logger.error("Failed to load absolute path icon '{}'", absolutePath, e);
-            return createPlaceholderIcon(size);
-        }
-    }
-
-    /**
-     * 加载图片,另一个版本
-     * @param clazz resources包所在的jar
-     * @param filename 图片名
-     * @param size 图片大小
-     * @return ImageIcon对象
-     */
-    public static ImageIcon loadIcon0(Class<?> clazz ,String filename, int size) {
-        try {
-            if (filename.isEmpty()){
-                return createPlaceholderIcon(size);
-            }
-            URL imgUrl = clazz.getResource(filename);
-            if (imgUrl == null) {
-                return createPlaceholderIcon(size);
-            }
-            Image image = new ImageIcon(imgUrl).getImage();
-            return new ImageIcon(image.getScaledInstance(size, size, Image.SCALE_SMOOTH));
-        } catch (Exception e) {
-            logger.error("Failed to load icon image path '{}'", filename, e);
-            return createPlaceholderIcon(size);
-        }
-    }
-
-    private static ImageIcon createPlaceholderIcon(int size) {
-        BufferedImage img = new BufferedImage(size, size, BufferedImage.TYPE_INT_ARGB);
-        Graphics2D g2d = img.createGraphics();
-        g2d.setColor(Color.LIGHT_GRAY);
-        g2d.fillRect(0, 0, size, size);
         g2d.dispose();
         return new ImageIcon(img);
     }

src/main/resources/build/build.properties

@@ -1,4 +1,4 @@
 # Auto-generated build information
 version=0.0.1
-buildTimestamp=2026-01-02T17:08:37.387878
+buildTimestamp=2026-01-02T17:46:06.8226378
 buildSystem=WINDOWS