diff --git a/package.json b/package.json
index c33bfba..f907afb 100644
--- a/package.json
+++ b/package.json
@@ -37,6 +37,7 @@
     "class-validator": "^0.15.1",
     "nestjs-pino": "^5.3.1",
     "pino": "^10.4.0",
+    "pino-pretty": "^13.2.0",
     "pino-roll": "^4.0.0",
     "reflect-metadata": "^0.2.2",
     "rxjs": "^7.8.1"
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index c1b9d16..0d63e3f 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -199,6 +199,9 @@ importers:
       pino:
         specifier: ^10.4.0
         version: 10.4.0
+      pino-pretty:
+        specifier: ^13.2.0
+        version: 13.2.0
       pino-roll:
         specifier: ^4.0.0
         version: 4.0.0
@@ -1367,6 +1370,9 @@ packages:
   color-name@1.1.4:
     resolution: {integrity: sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==}
 
+  colorette@2.0.20:
+    resolution: {integrity: sha512-IfEDxwoWIjkeXL1eXcDiow4UbKjhLdq6/EuSVR9GMN7KVH3r9gQ83e73hsz1Nd1T3ijd5xv1wcWRYO+D6kCI2w==}
+
   combined-stream@1.0.8:
     resolution: {integrity: sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==}
     engines: {node: '>= 0.8'}
@@ -1429,6 +1435,9 @@ packages:
   date-fns@4.4.0:
     resolution: {integrity: sha512-+1UMbeh68lH1SegH83CGWwpb6OHHbpSgr3+s5Eww5M4CAgswBpoWS0AjTOfEJ33HiYKz1hdj/KTFprzXHmq/6w==}
 
+  dateformat@4.6.3:
+    resolution: {integrity: sha512-2P0p0pFGzHS5EMnhdxQi7aJN+iMheud0UhG4dlE1DLAlvL8JHjJJTX/CSm4JXwV0Ka5nGk3zC5mcb5bUQUxxMA==}
+
   debug@4.4.3:
     resolution: {integrity: sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==}
     engines: {node: '>=6.0'}
@@ -1502,6 +1511,9 @@ packages:
     resolution: {integrity: sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==}
     engines: {node: '>= 0.8'}
 
+  end-of-stream@1.4.5:
+    resolution: {integrity: sha512-ooEGc6HP26xXq/N+GCGOT0JKCLDGrq2bQUZrQ7gyrJiZANJ/8YDTxTpQBXGMn+WbIQXNVpyWymm7KYVICQnyOg==}
+
   es-define-property@1.0.1:
     resolution: {integrity: sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==}
     engines: {node: '>= 0.4'}
@@ -1567,6 +1579,9 @@ packages:
     resolution: {integrity: sha512-h5+1OzzfCC3Ef7VbtKdcv7zsstUQwUDlYpUTvjeUsJAssPgLn7QzbboPtL5ro04Mq0rPOsMzl7q5hIbRs2wD1A==}
     engines: {node: '>=8.0.0'}
 
+  fast-copy@4.1.2:
+    resolution: {integrity: sha512-DUHggaYcouhy5I1LacDJ+JDSqGlumVJP2EAi5Nwt1pWPeLpSvIjkrY+x4fsoI1/+GlTyq+DM9zdgWCFSfqNODA==}
+
   fast-deep-equal@3.1.3:
     resolution: {integrity: sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q==}
 
@@ -1673,6 +1688,9 @@ packages:
     resolution: {integrity: sha512-T2UbfbBEF32wiepXIsMlTW9+dDYC6wMh/t/vYA4tuOMKqWz/n3vr1NFSxQiyP+zk2mXsoMA/i/7qV6LKut1t1A==}
     engines: {node: '>= 0.4'}
 
+  help-me@5.0.0:
+    resolution: {integrity: sha512-7xgomUX6ADmcYzFik0HzAxh/73YlKR9bmFzf51CZwR+b6YtzU2m0u49hQCqV6SvlqIqsaxovfwdvbnsw3b/zpg==}
+
   html-escaper@2.0.2:
     resolution: {integrity: sha512-H2iMtd0I4Mt5eYiapRdIDjp+XzelXQ0tFE4JS7YFwFevXXMmOp9myNrUvCg0D6ws8iqkRPBfKHgbwig1SmlLfg==}
 
@@ -1745,6 +1763,10 @@ packages:
     resolution: {integrity: sha512-AC/7JofJvZGrrneWNaEnJeOLUx+JlGt7tNa0wZiRPT4MY1wmfKjt2+6O2p2uz2+skll8OZZmJMNqeke7kKbNgQ==}
     hasBin: true
 
+  joycon@3.1.1:
+    resolution: {integrity: sha512-34wB/Y7MW7bzjKRjUKTa46I2Z7eV62Rkhva+KkopW7Qvv/OSWBqvkSY7vusOPrNuZcUG3tApvdVgNB8POj3SPw==}
+    engines: {node: '>=10'}
+
   js-tokens@10.0.0:
     resolution: {integrity: sha512-lM/UBzQmfJRo9ABXbPWemivdCW8V2G8FHaHdypQaIy523snUjog0W71ayWXTjiR+ixeMyVHN2XcpnTd/liPg/Q==}
 
@@ -2093,6 +2115,10 @@ packages:
   pino-http@11.0.0:
     resolution: {integrity: sha512-wqg5XIAGRRIWtTk8qPGxkbrfiwEWz1lgedVLvhLALudKXvg1/L2lTFgTGPJ4Z2e3qcRmxoFxDuSdMdMGNM6I1g==}
 
+  pino-pretty@13.2.0:
+    resolution: {integrity: sha512-jjghD1ML+Di/WxjJDz6j6Y4FT7hIXOlb8h27AyJ+ohtAXJXH4PS/xkv7si+RCCIW59HMgZsMKTDgzdr0RhuRrg==}
+    hasBin: true
+
   pino-roll@4.0.0:
     resolution: {integrity: sha512-axI1aQaIxXdw1F4OFFli1EDxIrdYNGLowkw/ZoZogX8oCSLHUghzwVVXUS8U+xD/Savwa5IXpiXmsSGKFX/7Sg==}
 
@@ -2136,6 +2162,9 @@ packages:
     resolution: {integrity: sha512-5nnx0yGyVUcY6t9RnWcARWtwT9F1D8O9rt08htPvnd49W1IgZtmLkhu9WfMzQj1cFxjHIO6connUNVW5k7AVyQ==}
     engines: {node: '>= 0.10'}
 
+  pump@3.0.4:
+    resolution: {integrity: sha512-VS7sjc6KR7e1ukRFhQSY5LM2uBWAUPiOPa/A3mkKmiMwSmRFUITt0xuj+/lesgnCv+dPIEYlkzrcyXgquIHMcA==}
+
   pure-rand@6.1.0:
     resolution: {integrity: sha512-bVWawvoZoBYpp6yIoQtQXHZjmz35RSVHnUOTefl8Vcjr8snTPY1wnpSPMWekcFwbxI6gtmT7rSYPFvz71ldiOA==}
 
@@ -2213,6 +2242,9 @@ packages:
   safer-buffer@2.1.2:
     resolution: {integrity: sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==}
 
+  secure-json-parse@4.1.0:
+    resolution: {integrity: sha512-l4KnYfEyqYJxDwlNVyRfO2E4NTHfMKAWdUuA8J0yve2Dz/E/PdBepY03RvyJpssIpRFwJoCD55wA+mEDs6ByWA==}
+
   semver@7.8.5:
     resolution: {integrity: sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==}
     engines: {node: '>=10'}
@@ -2262,6 +2294,9 @@ packages:
   sonic-boom@4.2.1:
     resolution: {integrity: sha512-w6AxtubXa2wTXAUsZMMWERrsIRAdrK0Sc+FUytWvYAhBJLyuI4llrMIC1DtlNSdI99EI86KZum2MMq3EAZlF9Q==}
 
+  sonic-boom@5.0.2:
+    resolution: {integrity: sha512-/JEruzo6yhNVhsLblTRchgTQHIt7SsdJP0YyrfWaNKjIOQDfrdZv9gwYraYCAsmKV39/LAdV31FLL5NCDpoL/A==}
+
   source-map-js@1.2.2:
     resolution: {integrity: sha512-KGj/8Y43x35aZVDtt+J4mK1hoLGHULMYfSkODJNQjNDC3oW1PqPoxMwo0pLUsWM/UEGzON/NxeHywEfNXNP3Vw==}
     engines: {node: '>=0.10.0'}
@@ -2322,6 +2357,10 @@ packages:
     resolution: {integrity: sha512-vavAMRXOgBVNF6nyEEmL3DBK19iRpDcoIwW+swQ+CbGiu7lju6t+JklA1MHweoWtadgt4ISVUsXLyDq34ddcwA==}
     engines: {node: '>=4'}
 
+  strip-json-comments@5.0.3:
+    resolution: {integrity: sha512-1tB5mhVo7U+ETBKNf92xT4hrQa3pm0MZ0PQvuDnWgAAGHDsfp4lPSpiS6psrSiet87wyGPh9ft6wmhOMQ0hDiw==}
+    engines: {node: '>=14.16'}
+
   strtok3@10.3.5:
     resolution: {integrity: sha512-ki4hZQfh5rX0QDLLkOCj+h+CVNkqmp/CMf8v8kZpkNVK6jGQooMytqzLZYUVYIZcFZ6yDB70EfD8POcFXiF5oA==}
     engines: {node: '>=18'}
@@ -3452,6 +3491,8 @@ snapshots:
 
   color-name@1.1.4: {}
 
+  colorette@2.0.20: {}
+
   combined-stream@1.0.8:
     dependencies:
       delayed-stream: 1.0.0
@@ -3494,6 +3535,8 @@ snapshots:
 
   date-fns@4.4.0: {}
 
+  dateformat@4.6.3: {}
+
   debug@4.4.3(supports-color@7.2.0):
     dependencies:
       ms: 2.1.3
@@ -3550,6 +3593,10 @@ snapshots:
 
   encodeurl@2.0.0: {}
 
+  end-of-stream@1.4.5:
+    dependencies:
+      once: 1.4.0
+
   es-define-property@1.0.1: {}
 
   es-errors@1.3.0: {}
@@ -3658,6 +3705,8 @@ snapshots:
     dependencies:
       pure-rand: 6.1.0
 
+  fast-copy@4.1.2: {}
+
   fast-deep-equal@3.1.3: {}
 
   fast-safe-stringify@2.1.1: {}
@@ -3772,6 +3821,8 @@ snapshots:
     dependencies:
       function-bind: 1.1.2
 
+  help-me@5.0.0: {}
+
   html-escaper@2.0.2: {}
 
   http-errors@2.0.1:
@@ -3843,6 +3894,8 @@ snapshots:
 
   jiti@2.7.0: {}
 
+  joycon@3.1.1: {}
+
   js-tokens@10.0.0: {}
 
   js-yaml@5.4.2:
@@ -4164,6 +4217,22 @@ snapshots:
       pino-std-serializers: 7.1.0
       process-warning: 5.1.0
 
+  pino-pretty@13.2.0:
+    dependencies:
+      colorette: 2.0.20
+      dateformat: 4.6.3
+      fast-copy: 4.1.2
+      fast-safe-stringify: 2.1.1
+      help-me: 5.0.0
+      joycon: 3.1.1
+      minimist: 1.2.8
+      on-exit-leak-free: 2.1.2
+      pino-abstract-transport: 3.0.0
+      pump: 3.0.4
+      secure-json-parse: 4.1.0
+      sonic-boom: 5.0.2
+      strip-json-comments: 5.0.3
+
   pino-roll@4.0.0:
     dependencies:
       date-fns: 4.4.0
@@ -4217,6 +4286,11 @@ snapshots:
       forwarded: 0.2.0
       ipaddr.js: 1.9.1
 
+  pump@3.0.4:
+    dependencies:
+      end-of-stream: 1.4.5
+      once: 1.4.0
+
   pure-rand@6.1.0: {}
 
   qs@6.16.0:
@@ -4309,6 +4383,8 @@ snapshots:
 
   safer-buffer@2.1.2: {}
 
+  secure-json-parse@4.1.0: {}
+
   semver@7.8.5: {}
 
   send@1.2.1(supports-color@7.2.0):
@@ -4380,6 +4456,10 @@ snapshots:
     dependencies:
       atomic-sleep: 1.0.0
 
+  sonic-boom@5.0.2:
+    dependencies:
+      atomic-sleep: 1.0.0
+
   source-map-js@1.2.2: {}
 
   source-map-support@0.5.21:
@@ -4428,6 +4508,8 @@ snapshots:
 
   strip-bom@3.0.0: {}
 
+  strip-json-comments@5.0.3: {}
+
   strtok3@10.3.5:
     dependencies:
       '@tokenizer/token': 0.3.0
diff --git a/src/logging/logger.config.ts b/src/logging/logger.config.ts
index 36b50ac..92c2410 100644
--- a/src/logging/logger.config.ts
+++ b/src/logging/logger.config.ts
@@ -3,26 +3,24 @@ import { LoggerModule } from 'nestjs-pino';
 
 /**
  * 日志配置：pino 结构化日志。
- * - stdout 默认开启
- * - 文件输出默认关闭，由环境变量 LOG_FILE_ENABLED=true 开启
+ * - stdout 默认开启：开发环境用 pino-pretty 可读格式（LOG_PRETTY 默认 true），生产设 false 输出 JSON
+ * - 文件输出默认关闭，LOG_FILE_ENABLED=true 开启（文件始终为 JSON，便于采集）
  * - 级别 LOG_LEVEL（默认 info）、路径 LOG_FILE_PATH（默认 logs/app.log）
  */
 export function createLoggerModule(): DynamicModule {
   const level = process.env.LOG_LEVEL ?? 'info';
+  const pretty = process.env.LOG_PRETTY !== 'false';
   const fileEnabled = process.env.LOG_FILE_ENABLED === 'true';
   const filePath = process.env.LOG_FILE_PATH ?? 'logs/app.log';
 
-  const pinoHttp = fileEnabled
-    ? {
-        level,
-        transport: {
-          targets: [
-            { target: 'pino/file', options: { destination: 1 } }, // stdout
-            { target: 'pino-roll', options: { file: filePath, size: '10m', limit: { count: 10 } } }, // 文件按大小轮转
-          ],
-        },
-      }
-    : { level };
+  const stdoutTarget = pretty
+    ? { target: 'pino-pretty', options: { colorize: true, translateTime: 'SYS:yyyy-mm-dd HH:MM:ss.l' } }
+    : { target: 'pino/file', options: { destination: 1 } };
 
-  return LoggerModule.forRoot({ pinoHttp });
+  const targets: any[] = [stdoutTarget];
+  if (fileEnabled) {
+    targets.push({ target: 'pino-roll', options: { file: filePath, size: '10m', limit: { count: 10 } } });
+  }
+
+  return LoggerModule.forRoot({ pinoHttp: { level, transport: { targets } } });
 }