diff --git a/README.md b/README.md
index 2f53a996..95d8d737 100644
--- a/README.md
+++ b/README.md
@@ -226,8 +226,8 @@ REDIS_PORT=6379
 REDIS_DB=1 
 
 # Celery (Using Redis as broker)
-BROKER_URL=redis://127.0.0.1:6379/0
-RESULT_BACKEND=redis://127.0.0.1:6379/0
+REDIS_DB_CELERY_BROKER=1
+REDIS_DB_CELERY_BACKEND=2
 
 # JWT Secret Key (Formation method: openssl rand -hex 32)
 SECRET_KEY=your-secret-key-here
diff --git a/README_CN.md b/README_CN.md
index aed69b03..1472acac 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -201,8 +201,8 @@ REDIS_PORT=6379
 REDIS_DB=1 
 
 # Celery (使用Redis作为broker)
-BROKER_URL=redis://127.0.0.1:6379/0
-RESULT_BACKEND=redis://127.0.0.1:6379/0
+REDIS_DB_CELERY_BROKER=1
+REDIS_DB_CELERY_BACKEND=2
 
 # JWT密钥 (生成方式: openssl rand -hex 32)
 SECRET_KEY=your-secret-key-here
diff --git a/api/env.example b/api/env.example
index 1dc4536c..bd7f3dae 100644
--- a/api/env.example
+++ b/api/env.example
@@ -29,10 +29,10 @@ REDIS_DB=
 REDIS_PASSWORD=password
 
 #celery
-BROKER_URL= 
-RESULT_BACKEND= 
-CELERY_BROKER=
-CELERY_BACKEND=
+# NOTE: 不要使用 BROKER_URL / RESULT_BACKEND / CELERY_BROKER / CELERY_BACKEND，
+#       这些名称会被 Celery CLI 劫持，详见 docs/celery-env-bug-report.md
+REDIS_DB_CELERY_BROKER=
+REDIS_DB_CELERY_BACKEND=
 
 # Memory Cache Regeneration Configuration
 # Interval in hours for regenerating memory insight and user summary cache