diff --git a/docs/en/framework.md b/docs/en/framework.md
index 96e7ea21..e2ec2b74 100644
--- a/docs/en/framework.md
+++ b/docs/en/framework.md
@@ -250,9 +250,9 @@ Plugin packages are managed locally and remain separate from per-application act
 
 ```bash
 reme plugins list
-reme plugins install reme-dingtalk
-reme plugins install reme-auto-fin
-reme plugins install reme-daily-paper
+reme plugins install plugins/dingtalk
+reme plugins install plugins/auto-fin
+reme plugins install plugins/daily_paper
 reme plugins show daily-paper
 reme plugins validate daily-paper
 reme plugins uninstall daily-paper
diff --git a/docs/en/plugin_management.md b/docs/en/plugin_management.md
index 4aea3810..bcb45d5d 100644
--- a/docs/en/plugin_management.md
+++ b/docs/en/plugin_management.md
@@ -72,17 +72,17 @@ by another running process is not a global enable state.
 
 ## Install a plugin package
 
-Install a published distribution:
+Install a published distribution by its package name:
 
 ```bash
-reme plugins install reme-auto-fin
+reme plugins install your-plugin-package
 ```
 
 Install or upgrade a pinned version:
 
 ```bash
-reme plugins install 'reme-auto-fin==X.Y.Z'
-reme plugins install reme-auto-fin --upgrade
+reme plugins install 'your-plugin-package==X.Y.Z'
+reme plugins install your-plugin-package --upgrade
 ```
 
 Install a local plugin project:
diff --git a/docs/en/reference/cli.md b/docs/en/reference/cli.md
index 5a3c372d..2ddef41d 100644
--- a/docs/en/reference/cli.md
+++ b/docs/en/reference/cli.md
@@ -71,7 +71,7 @@ Package management runs locally rather than through HTTP or MCP:
 reme plugins list
 reme plugins show auto-fin
 reme plugins validate auto-fin
-reme plugins install reme-auto-fin
+reme plugins install plugins/auto-fin
 reme plugins uninstall auto-fin
 ```
 
diff --git a/docs/zh/framework.md b/docs/zh/framework.md
index bb091610..d5a5adc7 100644
--- a/docs/zh/framework.md
+++ b/docs/zh/framework.md
@@ -239,9 +239,9 @@ entry-point 名称就是插件标识；使用
 
 ```bash
 reme plugins list
-reme plugins install reme-dingtalk
-reme plugins install reme-auto-fin
-reme plugins install reme-daily-paper
+reme plugins install plugins/dingtalk
+reme plugins install plugins/auto-fin
+reme plugins install plugins/daily_paper
 reme plugins show daily-paper
 reme plugins validate daily-paper
 reme plugins uninstall daily-paper
diff --git a/docs/zh/plugin_management.md b/docs/zh/plugin_management.md
index 59fe934e..639ad298 100644
--- a/docs/zh/plugin_management.md
+++ b/docs/zh/plugin_management.md
@@ -68,17 +68,17 @@ reme plugins list --config default
 
 ## 安装插件包
 
-安装已发布的 distribution：
+使用包名安装已发布的 distribution：
 
 ```bash
-reme plugins install reme-auto-fin
+reme plugins install your-plugin-package
 ```
 
 安装指定版本或升级：
 
 ```bash
-reme plugins install 'reme-auto-fin==X.Y.Z'
-reme plugins install reme-auto-fin --upgrade
+reme plugins install 'your-plugin-package==X.Y.Z'
+reme plugins install your-plugin-package --upgrade
 ```
 
 安装本地插件项目：
diff --git a/docs/zh/reference/cli.md b/docs/zh/reference/cli.md
index 3caa7cde..0fd8d9ea 100644
--- a/docs/zh/reference/cli.md
+++ b/docs/zh/reference/cli.md
@@ -71,7 +71,7 @@ reme find_reme
 reme plugins list
 reme plugins show auto-fin
 reme plugins validate auto-fin
-reme plugins install reme-auto-fin
+reme plugins install plugins/auto-fin
 reme plugins uninstall auto-fin
 ```
 
diff --git a/plugins/auto-fin/README.md b/plugins/auto-fin/README.md
index e32da01e..690be651 100644
--- a/plugins/auto-fin/README.md
+++ b/plugins/auto-fin/README.md
@@ -18,7 +18,7 @@ through `plugins=["auto-fin"]`.
 
 ```bash
 python -m pip install "reme-ai[core]>=0.4.1.12"
-reme plugins install reme-auto-fin
+reme plugins install plugins/auto-fin
 ```
 
 ### 2. Configure the model environment
diff --git a/plugins/auto-fin/README_ZH.md b/plugins/auto-fin/README_ZH.md
index 85e68b75..ba0aa70d 100644
--- a/plugins/auto-fin/README_ZH.md
+++ b/plugins/auto-fin/README_ZH.md
@@ -15,7 +15,7 @@ distribution：单个 `reme.plugins` entry point 暴露 `plugin.yaml`，其中
 
 ```bash
 python -m pip install "reme-ai[core]>=0.4.1.12"
-reme plugins install reme-auto-fin
+reme plugins install plugins/auto-fin
 ```
 
 ### 2. 配置模型环境变量
diff --git a/plugins/daily_paper/README.md b/plugins/daily_paper/README.md
index 4807610a..940b527f 100644
--- a/plugins/daily_paper/README.md
+++ b/plugins/daily_paper/README.md
@@ -14,7 +14,7 @@ their Job configuration under `application_defaults`. Enable the installed plugi
 
 ```bash
 python -m pip install "reme-ai[core]>=0.4.1.12"
-reme plugins install reme-daily-paper
+reme plugins install plugins/daily_paper
 ```
 
 ### 2. Configure the model environment
diff --git a/plugins/daily_paper/README_ZH.md b/plugins/daily_paper/README_ZH.md
index 92086e27..ac9618f4 100644
--- a/plugins/daily_paper/README_ZH.md
+++ b/plugins/daily_paper/README_ZH.md
@@ -12,7 +12,7 @@ Step backend，并在 `application_defaults` 下提供 Job 配置；通过 `plug
 
 ```bash
 python -m pip install "reme-ai[core]>=0.4.1.12"
-reme plugins install reme-daily-paper
+reme plugins install plugins/daily_paper
 ```
 
 ### 2. 配置模型环境变量
diff --git a/plugins/dingtalk/README.md b/plugins/dingtalk/README.md
index 119651c7..2823c9de 100644
--- a/plugins/dingtalk/README.md
+++ b/plugins/dingtalk/README.md
@@ -13,7 +13,7 @@ Install ReMe and the plugin:
 
 ```bash
 python -m pip install "reme-ai[core]>=0.4.1.12"
-reme plugins install reme-dingtalk
+reme plugins install plugins/dingtalk
 reme plugins validate dingtalk
 ```
 
@@ -29,8 +29,8 @@ DINGTALK_CONVERSATION_IDS=cid-group-one,cid-group-two
 The repository's `cookbook` config composes DingTalk with the independently installed Auto Fin and Daily Paper plugins:
 
 ```bash
-reme plugins install reme-auto-fin
-reme plugins install reme-daily-paper
+reme plugins install plugins/auto-fin
+reme plugins install plugins/daily_paper
 reme start config=cookbook
 ```
 
diff --git a/plugins/dingtalk/README_ZH.md b/plugins/dingtalk/README_ZH.md
index 0df833eb..a8f4460c 100644
--- a/plugins/dingtalk/README_ZH.md
+++ b/plugins/dingtalk/README_ZH.md
@@ -13,7 +13,7 @@
 
 ```bash
 python -m pip install "reme-ai[core]>=0.4.1.12"
-reme plugins install reme-dingtalk
+reme plugins install plugins/dingtalk
 reme plugins validate dingtalk
 ```
 
@@ -29,8 +29,8 @@ DINGTALK_CONVERSATION_IDS=cid-group-one,cid-group-two
 仓库内置的 `cookbook` 配置会组合钉钉、Auto Fin 和 Daily Paper 三个独立安装的插件：
 
 ```bash
-reme plugins install reme-auto-fin
-reme plugins install reme-daily-paper
+reme plugins install plugins/auto-fin
+reme plugins install plugins/daily_paper
 reme start config=cookbook
 ```
 
diff --git a/reme/config/cookbook.yaml b/reme/config/cookbook.yaml
index 45edcc81..46285371 100644
--- a/reme/config/cookbook.yaml
+++ b/reme/config/cookbook.yaml
@@ -8,9 +8,9 @@ app_name: ReMe Cookbook
 # This configuration composes three independently installable plugins. Install
 # all three packages into the same Python environment as the `reme` command:
 #
-#   reme plugins install reme-dingtalk
-#   reme plugins install reme-auto-fin
-#   reme plugins install reme-daily-paper
+#   reme plugins install plugins/dingtalk
+#   reme plugins install plugins/auto-fin
+#   reme plugins install plugins/daily_paper
 #
 # Create a `.env` file in the directory where `reme start` will run (or export
 # the variables in the shell). These DingTalk application credentials are