diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1c4e38ed..9674b027 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,23 @@ The format follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and
 
 [中文版](CHANGELOG.zh.md) · [README](README.md) · [Contributing](CONTRIBUTING.md)
 
+## [1.15.0] - 2026-08-14
+
+### Added
+
+- **Native Bailian Managed Agent Deployments** — `deployments` declared in `agents.yaml` now materialize as native AgentStudio resources, with server-side cron schedules, local file resource uploads, archival through `destroy`, and migration of legacy emulated state on the next `apply`.
+- **Skill registry management** — added `bl skill add`, `bl skill list`, `bl skill update`, and `bl skill remove` for installing, reconciling, atomically updating, and removing registry skills across detected coding agents.
+
+### Changed
+
+- **Request IDs in command output** — dataset, model deployment, and fine-tuning commands now expose server request IDs in text and JSON output for troubleshooting.
+- **Skill packaging and routing** — Bailian skills are split into the shared protocol, generation, fine-tuning, Managed Agent, and CLI hub domains. The supported installation flow now installs the complete family with `npx skills add modelstudioai/cli --all -g`.
+- **Advisor knowledge refresh** — the model advisor knowledge package is pre-fetched during npm installation and automatically refreshed when needed; download failures do not block CLI installation.
+
+### Internal
+
+- Bailian and DashScope API requests now include CLI binary and version source-attribution tags.
+
 ## [1.14.0] - 2026-08-04
 
 ### Added
diff --git a/CHANGELOG.zh.md b/CHANGELOG.zh.md
index 0807b5ea..aee4d3ce 100644
--- a/CHANGELOG.zh.md
+++ b/CHANGELOG.zh.md
@@ -6,6 +6,23 @@
 
 [English](CHANGELOG.md) · [README](README.zh.md) · [参与贡献](CONTRIBUTING.zh.md)
 
+## [1.15.0] - 2026-08-14
+
+### 新增
+
+- **百炼原生 Managed Agent Deployment** —— `agents.yaml` 中声明的 `deployments` 现在会创建原生 AgentStudio 资源，支持服务端 Cron 调度、本地文件资源上传、通过 `destroy` 归档，以及在下次 `apply` 时迁移旧版模拟 Deployment state。
+- **Skill Registry 管理** —— 新增 `bl skill add`、`bl skill list`、`bl skill update` 和 `bl skill remove`，支持向检测到的编码 Agent 安装 Skill、核对状态、原子更新及卸载 Registry Skill。
+
+### 变更
+
+- **命令输出 Request ID** —— 数据集、模型部署和模型精调命令现在会在文本及 JSON 输出中展示服务端 Request ID，便于故障排查。
+- **Skill 分包与路由** —— 百炼 Skill 拆分为共享协议、生成、精调、Managed Agent 和 CLI Hub 等领域；支持的安装方式统一为 `npx skills add modelstudioai/cli --all -g`，一次安装完整 Skill 家族。
+- **Advisor 知识更新** —— npm 安装时会预下载模型推荐知识包，并在需要时自动刷新；下载失败不会阻断 CLI 安装。
+
+### 内部
+
+- 百炼和 DashScope API 请求现在会携带 CLI 二进制名称及版本来源标签。
+
 ## [1.14.0] - 2026-08-04
 
 ### 新增
diff --git a/packages/cli/package.json b/packages/cli/package.json
index 5bcee6d3..aea93bc2 100644
--- a/packages/cli/package.json
+++ b/packages/cli/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bailian-cli",
-  "version": "1.14.0",
+  "version": "1.15.0",
   "description": "CLI for Aliyun Model Studio (DashScope) AI Platform.",
   "keywords": [
     "agent",
diff --git a/packages/commands/package.json b/packages/commands/package.json
index c736264b..d3a2f6c8 100644
--- a/packages/commands/package.json
+++ b/packages/commands/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bailian-cli-commands",
-  "version": "1.14.0",
+  "version": "1.15.0",
   "description": "Command library for bailian-cli products (knowledge, memory, media, …). See https://www.npmjs.com/package/bailian-cli for usage.",
   "homepage": "https://bailian.console.aliyun.com/cli",
   "bugs": {
@@ -40,7 +40,7 @@
     "check": "vp check"
   },
   "dependencies": {
-    "@openagentpack/sdk": "0.3.1",
+    "@openagentpack/sdk": "0.3.2",
     "bailian-cli-core": "workspace:*",
     "bailian-cli-runtime": "workspace:*",
     "boxen": "catalog:",
diff --git a/packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment-invalid.yaml b/packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment-invalid.yaml
new file mode 100644
index 00000000..5c42b627
--- /dev/null
+++ b/packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment-invalid.yaml
@@ -0,0 +1,40 @@
+version: "1"
+
+providers:
+  bailian:
+    api_key: ${DASHSCOPE_API_KEY}
+    base_url: ${BAILIAN_BASE_URL}
+
+defaults:
+  provider: bailian
+
+environments:
+  dev:
+    config:
+      type: cloud
+      networking:
+        type: unrestricted
+
+agents:
+  reporter:
+    description: "Invalid deployment integration fixture"
+    model: qwen3.7-max
+    instructions: |
+      Generate a concise engineering report from the mounted template.
+    environment: dev
+
+deployments:
+  invalid-report:
+    agent: reporter
+    initial_events:
+      - type: user.define_outcome
+        rubric: "Report is concise and actionable."
+    resources:
+      - type: file
+        source: ./report-template.md
+      - type: file
+        source: ./report-template.md
+        mount_path: report-template.md
+      - type: file
+        source: ./report-template.md
+        mount_path: /mnt/report-template.md
diff --git a/packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment.yaml b/packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment.yaml
new file mode 100644
index 00000000..19ecca58
--- /dev/null
+++ b/packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment.yaml
@@ -0,0 +1,39 @@
+version: "1"
+
+providers:
+  bailian:
+    api_key: ${DASHSCOPE_API_KEY}
+    base_url: ${BAILIAN_BASE_URL}
+
+defaults:
+  provider: bailian
+
+environments:
+  dev:
+    config:
+      type: cloud
+      networking:
+        type: unrestricted
+
+agents:
+  reporter:
+    description: "Deployment integration fixture"
+    model: qwen3.7-max
+    instructions: |
+      Generate a concise engineering report from the mounted template.
+    environment: dev
+
+deployments:
+  daily-report:
+    agent: reporter
+    description: "Native Bailian deployment"
+    schedule:
+      expression: "0 9 * * *"
+      timezone: UTC
+    initial_events:
+      - type: user.message
+        content: "Generate today's engineering report."
+    resources:
+      - type: file
+        source: ./report-template.md
+        mount_path: /mnt/report-template.md
diff --git a/packages/commands/tests/e2e/fixtures/managed-agent/report-template.md b/packages/commands/tests/e2e/fixtures/managed-agent/report-template.md
new file mode 100644
index 00000000..73485725
--- /dev/null
+++ b/packages/commands/tests/e2e/fixtures/managed-agent/report-template.md
@@ -0,0 +1,3 @@
+# Engineering report
+
+Summarize completed work, current risks, and next actions.
diff --git a/packages/commands/tests/e2e/managed-agent.e2e.test.ts b/packages/commands/tests/e2e/managed-agent.e2e.test.ts
index ede46b72..fc6b0588 100644
--- a/packages/commands/tests/e2e/managed-agent.e2e.test.ts
+++ b/packages/commands/tests/e2e/managed-agent.e2e.test.ts
@@ -1,7 +1,21 @@
+import { join } from "node:path";
 import { describe, expect, test } from "vite-plus/test";
-import { parseStdoutJson, runCommandE2e } from "./helpers.ts";
+import { e2eFixturesDir, parseStdoutJson, runCommandE2e } from "./helpers.ts";
 import { MANAGED_AGENT_ROUTES } from "./topic-routes.ts";
 
+const AGENTS_DEPLOYMENT_YAML = join(e2eFixturesDir, "managed-agent", "agents-deployment.yaml");
+const AGENTS_DEPLOYMENT_INVALID_YAML = join(
+  e2eFixturesDir,
+  "managed-agent",
+  "agents-deployment-invalid.yaml",
+);
+
+const DEPLOYMENT_SAFETY_DIAGNOSTIC_CODES = [
+  "bailian.deployment.initial_events.message_required",
+  "bailian.deployment.file.mount_path.required",
+  "bailian.deployment.file.mount_path.duplicate",
+];
+
 /**
  * managed-agent：help / 缺参不依赖密钥；所有 mutation 命令的 --dry-run
  * 必须在构建 SDK runtime（凭证注入 / 联网 / 写盘）之前短路，因此同样不需要密钥。
@@ -12,6 +26,102 @@ import { MANAGED_AGENT_ROUTES } from "./topic-routes.ts";
  */
 
 describe("e2e: managed-agent", () => {
+  test("validate 接受原生 Bailian Deployment 配置", async () => {
+    const { stdout, stderr, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
+      "managed-agent",
+      "validate",
+      "--file",
+      AGENTS_DEPLOYMENT_YAML,
+      "--output",
+      "json",
+    ]);
+    expect(exitCode, stderr).toBe(0);
+    const data = parseStdoutJson<{
+      valid?: boolean;
+      diagnostics?: Array<{ code?: string; severity?: string }>;
+    }>(stdout);
+    expect(data.valid).toBe(true);
+    expect(data.diagnostics).not.toContainEqual(
+      expect.objectContaining({ code: "bailian.deployment.schedule_unsupported" }),
+    );
+  });
+
+  test("plan --dry-run 通过 SDK planner 规划原生 Bailian Deployment", async () => {
+    const { stdout, stderr, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
+      "managed-agent",
+      "plan",
+      "--dry-run",
+      "--file",
+      AGENTS_DEPLOYMENT_YAML,
+      "--output",
+      "json",
+    ]);
+    expect(exitCode, stderr).toBe(0);
+    const data = parseStdoutJson<{
+      actions?: Array<{
+        action?: string;
+        address?: { provider?: string; type?: string; name?: string };
+      }>;
+      diagnostics?: Array<{ code?: string; severity?: string }>;
+    }>(stdout);
+    expect(data.actions).toContainEqual(
+      expect.objectContaining({
+        action: "create",
+        address: {
+          provider: "bailian",
+          type: "deployment",
+          name: "daily-report",
+        },
+      }),
+    );
+    expect(data.diagnostics).not.toContainEqual(
+      expect.objectContaining({ code: "bailian.deployment.schedule_unsupported" }),
+    );
+  });
+
+  test("validate 拒绝会产生空消息或无效挂载路径的 Bailian Deployment", async () => {
+    const { stdout, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
+      "managed-agent",
+      "validate",
+      "--file",
+      AGENTS_DEPLOYMENT_INVALID_YAML,
+      "--output",
+      "json",
+    ]);
+    expect(exitCode).toBe(1);
+    const data = parseStdoutJson<{
+      valid?: boolean;
+      diagnostics?: Array<{ code?: string; severity?: string }>;
+    }>(stdout);
+    expect(data.valid).toBe(false);
+    for (const diagnosticCode of DEPLOYMENT_SAFETY_DIAGNOSTIC_CODES) {
+      expect(data.diagnostics).toContainEqual(
+        expect.objectContaining({ code: diagnosticCode, severity: "error" }),
+      );
+    }
+  });
+
+  test("plan --dry-run 在 Deployment 安全诊断失败时阻断计划", async () => {
+    const { stdout, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
+      "managed-agent",
+      "plan",
+      "--dry-run",
+      "--file",
+      AGENTS_DEPLOYMENT_INVALID_YAML,
+      "--output",
+      "json",
+    ]);
+    expect(exitCode).toBe(1);
+    const data = parseStdoutJson<{
+      diagnostics?: Array<{ code?: string; severity?: string }>;
+    }>(stdout);
+    for (const diagnosticCode of DEPLOYMENT_SAFETY_DIAGNOSTIC_CODES) {
+      expect(data.diagnostics).toContainEqual(
+        expect.objectContaining({ code: diagnosticCode, severity: "error" }),
+      );
+    }
+  });
+
   test("managed-agent apply --help 正常退出", async () => {
     const { stderr, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
       "managed-agent",
diff --git a/packages/core/package.json b/packages/core/package.json
index ba510e7a..6dfd48fb 100644
--- a/packages/core/package.json
+++ b/packages/core/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bailian-cli-core",
-  "version": "1.14.0",
+  "version": "1.15.0",
   "description": "Core SDK for bailian-cli. See https://www.npmjs.com/package/bailian-cli for usage.",
   "homepage": "https://bailian.console.aliyun.com/cli",
   "bugs": {
diff --git a/packages/kscli/package.json b/packages/kscli/package.json
index e3af352c..94334d37 100644
--- a/packages/kscli/package.json
+++ b/packages/kscli/package.json
@@ -1,6 +1,6 @@
 {
   "name": "knowledge-studio-cli",
-  "version": "1.14.0",
+  "version": "1.15.0",
   "description": "Lightweight RAG CLI for Aliyun Model Studio — focused on knowledge-base retrieval.",
   "keywords": [
     "alibaba-cloud",
diff --git a/packages/runtime/package.json b/packages/runtime/package.json
index 6b3cae9e..2fc8f498 100644
--- a/packages/runtime/package.json
+++ b/packages/runtime/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bailian-cli-runtime",
-  "version": "1.14.0",
+  "version": "1.15.0",
   "description": "Runtime framework for bailian-cli (createCli, registry, args, output, pipeline). See https://www.npmjs.com/package/bailian-cli for usage.",
   "homepage": "https://bailian.console.aliyun.com/cli",
   "bugs": {
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index eb698a35..0e69a3df 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -24,12 +24,12 @@ catalogs:
     chalk:
       specifier: ^5.6.2
       version: 5.6.2
-    tar-stream:
-      specifier: ^3.2.0
-      version: 3.2.0
     smol-toml:
       specifier: ^1.4.2
       version: 1.7.0
+    tar-stream:
+      specifier: ^3.2.0
+      version: 3.2.0
     tsx:
       specifier: ^4.23.0
       version: 4.23.0
@@ -113,8 +113,8 @@ importers:
   packages/commands:
     dependencies:
       '@openagentpack/sdk':
-        specifier: 0.3.1
-        version: 0.3.1
+        specifier: 0.3.2
+        version: 0.3.2
       bailian-cli-core:
         specifier: workspace:*
         version: link:../core
@@ -464,8 +464,8 @@ packages:
       '@emnapi/core': ^1.7.1
       '@emnapi/runtime': ^1.7.1
 
-  '@openagentpack/sdk@0.3.1':
-    resolution: {integrity: sha512-/5LDwtNSjd9wyYGK4Lg7soqMyoI98BxhUGL3wzN5qO5HfmZBJP0YyElOnjhHyPHbLRWF7RYmfeVdA/oyEBJWTg==}
+  '@openagentpack/sdk@0.3.2':
+    resolution: {integrity: sha512-FvMHtIMIVLASGlt5q4kYSpD7BK+LWwN8vwnsckmD1SvPlWc9wayzA04DXU98IM74Ep5/HAqIKmNL8JAMQoeX1g==}
     engines: {node: '>=18.17.0'}
 
   '@oxc-project/runtime@0.129.0':
@@ -1674,7 +1674,7 @@ snapshots:
       '@tybys/wasm-util': 0.10.1
     optional: true
 
-  '@openagentpack/sdk@0.3.1':
+  '@openagentpack/sdk@0.3.2':
     dependencies:
       jszip: 3.10.1
       yaml: 2.9.0
diff --git a/skills/bailian-cli/SKILL.md b/skills/bailian-cli/SKILL.md
index d06196a4..61bff4dd 100644
--- a/skills/bailian-cli/SKILL.md
+++ b/skills/bailian-cli/SKILL.md
@@ -1,7 +1,7 @@
 ---
 name: bailian-cli
 metadata:
-  version: "1.14.0"
+  version: "1.15.0"
   requires:
     bins: ["bl"]
 description: >-
diff --git a/skills/bailian-finetune/SKILL.md b/skills/bailian-finetune/SKILL.md
index b647c8d9..64f10683 100644
--- a/skills/bailian-finetune/SKILL.md
+++ b/skills/bailian-finetune/SKILL.md
@@ -1,7 +1,7 @@
 ---
 name: bailian-finetune
 metadata:
-  version: "1.14.0"
+  version: "1.15.0"
   requires:
     bins: ["bl"]
 description: >-
diff --git a/skills/bailian-gen/SKILL.md b/skills/bailian-gen/SKILL.md
index a15a0d57..80d01924 100644
--- a/skills/bailian-gen/SKILL.md
+++ b/skills/bailian-gen/SKILL.md
@@ -1,7 +1,7 @@
 ---
 name: bailian-gen
 metadata:
-  version: "1.14.0"
+  version: "1.15.0"
   requires:
     bins: ["bl"]
 description: >-
diff --git a/skills/bailian-managed-agent/SKILL.md b/skills/bailian-managed-agent/SKILL.md
index 1a1bd976..85958bd9 100644
--- a/skills/bailian-managed-agent/SKILL.md
+++ b/skills/bailian-managed-agent/SKILL.md
@@ -1,12 +1,12 @@
 ---
 name: bailian-managed-agent
 metadata:
-  version: "1.14.0"
+  version: "1.15.0"
   requires:
     bins: ["bl"]
 description: >-
   阿里云百炼托管 Agent 声明式基础设施入口：用户要创建agent、初始化 agents.yaml、校验或预览 agent 配置变更、
-  创建/更新/销毁百炼托管 Agent、和托管 agent 对话、查会话事件历史、导入或取消跟踪远端资源时使用
+  创建/更新/销毁百炼托管 Agent 或 Deployment、和托管 agent 对话、查会话事件历史、导入或取消跟踪远端资源时使用
   `bl managed-agent`。以 agents.yaml 为唯一事实源做 IaC：init 建脚手架、validate 离线校验、plan 预览 diff、
   apply / destroy 变更远端资源且必须带 `--yes`，务必先 plan 给用户看 diff 再让其确认。
   反触发：调用已上线的百炼应用/智能体走 bailian-app-call 或 `bl app`；宿主 agent 自身的记忆、技能、
@@ -36,6 +36,26 @@ description: >-
 5. Destroy   bl managed-agent destroy --yes # only after user confirmation
 ```
 
+## Deployment as IaC
+
+Deployment 与 Agent 一样声明在 `agents.yaml` 中，并复用同一条 `validate → plan → apply → destroy` IaC 链路；
+CLI 不提供绕过 state 的命令式 Deployment CRUD。最小配置：
+
+```yaml
+deployments:
+  daily-report:
+    agent: assistant
+    initial_events:
+      - type: user.message
+        content: "Generate today's report."
+```
+
+- `apply` 会在百炼创建原生 Deployment；`destroy` 会归档已跟踪的远端 Deployment。
+- `schedule` 会在 `apply` 后由百炼服务端执行。若旧流程已有外部 cron / CI，先检查 `plan`，避免重复触发。
+- `initial_events` 至少包含一个 `user.message` 或 `system.message`；`user.define_outcome` 在百炼会被丢弃并产生诊断。
+- 本地文件资源在 `apply` 时上传，`mount_path` 必须位于 `/mnt`，且归一化后不能重复。
+- 旧版模拟 Deployment 的 state 可能记录空 `remote_id`；升级后 `plan` 会显示 materialize 更新，确认后再 `apply`。
+
 ## Session interaction (chat with a deployed managed agent)
 
 | Intent                                | Command                                            |
diff --git a/skills/bailian-protocol/SKILL.md b/skills/bailian-protocol/SKILL.md
index 31f89b4b..8ed4305b 100644
--- a/skills/bailian-protocol/SKILL.md
+++ b/skills/bailian-protocol/SKILL.md
@@ -1,7 +1,7 @@
 ---
 name: bailian-protocol
 metadata:
-  version: "1.14.0"
+  version: "1.15.0"
   requires:
     bins: ["bl"]
 description: >-