feat(cli): Docker deployment + README CLI section

U5: docker-compose.yaml (agentkit + redis + postgres) + Dockerfile ENTRYPOINT
U6: README updated with CLI quick start + Docker deployment guide

31 CLI tests passing, no regression.

README.md

@@ -134,6 +134,78 @@ pip install -e ".[dev]"
 
 - Python >= 3.11
 - Redis（可选，分布式模式需要）
+- PostgreSQL + pgvector（可选，语义记忆需要）
+
+### CLI 快速开始
+
+安装后即可使用 `agentkit` 命令行工具：
+
+```bash
+# 查看版本
+agentkit version
+
+# 初始化项目（生成配置文件）
+agentkit init
+
+# 启动 Server
+agentkit serve --host 0.0.0.0 --port 8001
+
+# 健康检查
+agentkit health
+
+# 提交任务（远程模式）
+agentkit task submit --skill content_generator --input '{"topic": "AI趋势"}' --server-url http://localhost:8001
+
+# 异步提交任务
+agentkit task submit --skill content_generator --input '{"topic": "AI趋势"}' --mode async --server-url http://localhost:8001
+
+# 查看任务状态
+agentkit task status <task_id> --server-url http://localhost:8001
+
+# 列出任务
+agentkit task list --server-url http://localhost:8001
+
+# 取消任务
+agentkit task cancel <task_id> --server-url http://localhost:8001
+
+# 列出已注册 Skill
+agentkit skill list --server-url http://localhost:8001
+
+# 加载 Skill 配置
+agentkit skill load ./my_skill.yaml
+
+# 查看 Skill 详情
+agentkit skill info content_generator --server-url http://localhost:8001
+
+# 查看 LLM 用量
+agentkit usage --server-url http://localhost:8001
+
+# 也可以用 python -m 方式运行
+python -m agentkit version
+```
+
+### Docker 部署
+
+```bash
+# 初始化项目配置
+agentkit init
+
+# 编辑 .env 文件，填入 API Key
+cp .env.example .env
+# 编辑 .env ...
+
+# 启动完整环境（AgentKit + Redis + PostgreSQL）
+docker-compose up -d
+
+# 查看日志
+docker-compose logs -f agentkit
+
+# 健康检查
+docker-compose exec agentkit agentkit health
+
+# 停止
+docker-compose down
+```
 
 ### 最小示例
 

docker-compose.yaml

@@ -0,0 +1,58 @@
+version: "3.8"
+
+services:
+  agentkit:
+    build: .
+    command: serve --host 0.0.0.0 --port 8001
+    ports:
+      - "8001:8001"
+    env_file: .env
+    environment:
+      - REDIS_URL=redis://redis:6379/0
+      - DATABASE_URL=postgresql+asyncpg://agentkit:agentkit@postgres:5432/agentkit
+    depends_on:
+      redis:
+        condition: service_healthy
+      postgres:
+        condition: service_healthy
+    healthcheck:
+      test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8001/api/v1/health')"]
+      interval: 30s
+      timeout: 10s
+      start_period: 30s
+      retries: 3
+    restart: unless-stopped
+
+  redis:
+    image: redis:7-alpine
+    ports:
+      - "6379:6379"
+    volumes:
+      - redisdata:/data
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+    restart: unless-stopped
+
+  postgres:
+    image: pgvector/pgvector:pg15
+    ports:
+      - "5432:5432"
+    environment:
+      POSTGRES_USER: agentkit
+      POSTGRES_PASSWORD: agentkit
+      POSTGRES_DB: agentkit
+    volumes:
+      - pgdata:/var/lib/postgresql/data
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U agentkit"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+    restart: unless-stopped
+
+volumes:
+  redisdata:
+  pgdata: