diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index 93a2617..5442a70 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -16,6 +16,8 @@ jobs:
     permissions:
       contents: read
       packages: write
+      id-token: write
+      attestations: write
 
     steps:
       - name: Checkout repository
@@ -44,6 +46,7 @@ jobs:
             type=raw,value=latest,enable={{is_default_branch}}
 
       - name: Build and push Docker image
+        id: build
         uses: docker/build-push-action@v5
         with:
           context: .
@@ -55,9 +58,9 @@ jobs:
           cache-to: type=gha,mode=max
 
       - name: Generate artifact attestation
-        if: github.event_name != 'pull_request'
+        if: github.event_name != 'pull_request' && steps.build.outputs.digest != ''
         uses: actions/attest-build-provenance@v1
         with:
-          subject-name: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME}}
+          subject-name: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
           subject-digest: ${{ steps.build.outputs.digest }}
           push-to-registry: true
diff --git a/Makefile b/Makefile
index 486f961..f2bdeae 100644
--- a/Makefile
+++ b/Makefile
@@ -137,18 +137,49 @@ docker-build:
 	docker tag gpt-load:$(VERSION) gpt-load:latest
 	@echo "✅ Docker 镜像构建完成"
 
-# Docker 运行
+# Docker 运行（使用预构建镜像）
 .PHONY: docker-run
 docker-run:
-	@echo "🐳 运行 Docker 容器..."
+	@echo "🐳 运行 Docker 容器（预构建镜像）..."
 	docker run -d \
 		--name gpt-load \
 		-p 3000:3000 \
 		-v $(PWD)/keys.txt:/app/keys.txt:ro \
 		-v $(PWD)/.env:/app/.env:ro \
 		--restart unless-stopped \
+		ghcr.io/tbphp/gpt-load:latest
+
+# Docker 运行（本地构建）
+.PHONY: docker-run-local
+docker-run-local:
+	@echo "🐳 运行 Docker 容器（本地构建）..."
+	docker run -d \
+		--name gpt-load-local \
+		-p 3000:3000 \
+		-v $(PWD)/keys.txt:/app/keys.txt:ro \
+		-v $(PWD)/.env:/app/.env:ro \
+		--restart unless-stopped \
 		gpt-load:latest
 
+# Docker Compose 运行（预构建镜像）
+.PHONY: compose-up
+compose-up:
+	@echo "🐳 使用 Docker Compose 启动（预构建镜像）..."
+	docker-compose up -d
+
+# Docker Compose 运行（本地构建）
+.PHONY: compose-up-dev
+compose-up-dev:
+	@echo "🐳 使用 Docker Compose 启动（本地构建）..."
+	docker-compose -f docker-compose.dev.yml up -d
+
+# Docker Compose 停止
+.PHONY: compose-down
+compose-down:
+	@echo "🐳 停止 Docker Compose..."
+	docker-compose down
+	docker-compose -f docker-compose.dev.yml down 2>/dev/null || true
+
 # 健康检查
 .PHONY: health
 health:
@@ -202,8 +233,12 @@ help:
 	@echo "  uninstall  - 从系统卸载"
 	@echo ""
 	@echo "Docker 相关:"
-	@echo "  docker-build - 构建 Docker 镜像"
-	@echo "  docker-run   - 运行 Docker 容器"
+	@echo "  docker-build     - 构建 Docker 镜像"
+	@echo "  docker-run       - 运行 Docker 容器（预构建镜像）"
+	@echo "  docker-run-local - 运行 Docker 容器（本地构建）"
+	@echo "  compose-up       - Docker Compose 启动（预构建镜像）"
+	@echo "  compose-up-dev   - Docker Compose 启动（本地构建）"
+	@echo "  compose-down     - Docker Compose 停止"
 	@echo ""
 	@echo "管理相关:"
 	@echo "  health     - 健康检查"
diff --git a/README.md b/README.md
index 40dda61..b083d6f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # GPT-Load
 
-![Docker Build](https://github.com/tangbo/gpt-load/actions/workflows/docker-build.yml/badge.svg)
+![Docker Build](https://github.com/tbphp/gpt-load/actions/workflows/docker-build.yml/badge.svg)
 ![Go Version](https://img.shields.io/badge/Go-1.21+-blue.svg)
 ![License](https://img.shields.io/badge/license-MIT-green.svg)
 
@@ -61,13 +61,25 @@ make build
 
 ```bash
 # 从GitHub Container Registry拉取镜像
-docker pull ghcr.io/tangbo/gpt-load:latest
+docker pull ghcr.io/tbphp/gpt-load:latest
 
 # 运行容器
 docker run -d -p 3000:3000 \
   -e KEYS_FILE=/app/keys.txt \
   -v $(pwd)/keys.txt:/app/keys.txt \
-  ghcr.io/tangbo/gpt-load:latest
+  ghcr.io/tbphp/gpt-load:latest
+```
+
+#### 使用 Docker Compose（推荐）
+
+```bash
+# 使用预构建镜像启动
+make compose-up
+# 或者
+docker-compose up -d
+
+# 停止服务
+make compose-down
 ```
 
 #### 本地构建镜像
@@ -76,11 +88,11 @@ docker run -d -p 3000:3000 \
 # 构建镜像
 make docker-build
 
-# 运行容器
-make docker-run
+# 运行容器（本地构建）
+make docker-run-local
 
-# 或使用 docker-compose
-docker-compose up -d
+# 或使用 docker-compose（本地构建）
+make compose-up-dev
 ```
 
 ## ⚙️ 配置管理
@@ -128,7 +140,7 @@ cp .env.example .env
 
 ```bash
 # 拉取最新镜像
-docker pull ghcr.io/tangbo/gpt-load:latest
+docker pull ghcr.io/tbphp/gpt-load:latest
 ```
 
 详细配置说明请参考：[GitHub Actions 配置指南](.docs/github-actions-setup.md)
diff --git a/docker-compose.yml b/docker-compose.yml
index 94b6fd5..102f180 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -2,7 +2,7 @@ version: "3.8"
 
 services:
   gpt-load:
-    build: .
+    image: ghcr.io/tbphp/gpt-load:latest
     container_name: gpt-load
     ports:
       - "3000:3000"