diff --git a/src/services/claudeAccountService.js b/src/services/claudeAccountService.js
index f61eb8b7..0f3f3628 100644
--- a/src/services/claudeAccountService.js
+++ b/src/services/claudeAccountService.js
@@ -1190,6 +1190,8 @@ class ClaudeAccountService {
         throw new Error('Account not found')
       }
 
+      const accountKey = `claude:account:${accountId}`
+
       // 清除限流状态
       delete accountData.rateLimitedAt
       delete accountData.rateLimitStatus
@@ -1210,6 +1212,15 @@ class ClaudeAccountService {
       }
       await redis.setClaudeAccount(accountId, accountData)
 
+      // 显式删除Redis中的限流字段，避免旧标记阻止账号恢复调度
+      await redis.client.hdel(
+        accountKey,
+        'rateLimitedAt',
+        'rateLimitStatus',
+        'rateLimitEndAt',
+        'rateLimitAutoStopped'
+      )
+
       logger.success(`✅ Rate limit removed for account: ${accountData.name} (${accountId})`)
 
       return { success: true }
diff --git a/src/services/claudeRelayService.js b/src/services/claudeRelayService.js
index af9c04dd..3c0895a9 100644
--- a/src/services/claudeRelayService.js
+++ b/src/services/claudeRelayService.js
@@ -715,9 +715,7 @@ class ClaudeRelayService {
         options.headers['user-agent'] = userAgent
       }
 
-      logger.info(
-        `🔗 指纹是这个: ${options.headers['user-agent']}`
-      )
+      logger.info(`🔗 指纹是这个: ${options.headers['user-agent']}`)
 
       // 使用自定义的 betaHeader 或默认值
       const betaHeader =
@@ -956,9 +954,7 @@ class ClaudeRelayService {
         options.headers['user-agent'] = userAgent
       }
 
-      logger.info(
-        `🔗 指纹是这个: ${options.headers['user-agent']}`
-      )
+      logger.info(`🔗 指纹是这个: ${options.headers['user-agent']}`)
       // 使用自定义的 betaHeader 或默认值
       const betaHeader =
         requestOptions?.betaHeader !== undefined ? requestOptions.betaHeader : this.betaHeader