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Merge pull request #158 from modelstudioai/feat/cma-deployment
feat(managed-agent): add OpenAgentPack deployment support
2 parents ad5c44d + 7aa6aab commit 0d28a35

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‎CHANGELOG.md‎

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@@ -6,6 +6,12 @@ The format follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and
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[中文版](CHANGELOG.zh.md) · [README](README.md) · [Contributing](CONTRIBUTING.md)
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## [1.17.0] - 2026-08-17
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### Added
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- **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`.
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## [1.16.0] - 2026-08-17
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> Full knowledge-base lifecycle management arrives in the CLI: create and configure knowledge bases, upload documents, tune chunks, and deploy retrieval/Q&A services — all from `bl knowledge` and `kscli`.

‎CHANGELOG.zh.md‎

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[English](CHANGELOG.md) · [README](README.zh.md) · [参与贡献](CONTRIBUTING.zh.md)
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## [1.17.0] - 2026-08-17
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### 新增
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- **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。
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## [1.16.0] - 2026-08-17
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> CLI 迎来知识库全生命周期管理：从创建配置知识库、上传文档、调优切片，到部署检索/问答服务，均可通过 `bl knowledge` 与 `kscli` 完成。

‎packages/cli/package.json‎

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{
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"name": "bailian-cli",
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"version": "1.16.0",
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"version": "1.17.0",
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"description": "CLI for Aliyun Model Studio (DashScope) AI Platform.",
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"keywords": [
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"agent",

‎packages/commands/package.json‎

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{
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"name": "bailian-cli-commands",
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"version": "1.16.0",
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"version": "1.17.0",
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"description": "Command library for bailian-cli products (knowledge, memory, media, …). See https://www.npmjs.com/package/bailian-cli for usage.",
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"homepage": "https://bailian.console.aliyun.com/cli",
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"bugs": {
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"check": "vp check"
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},
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"dependencies": {
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"@openagentpack/sdk": "0.3.1",
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"@openagentpack/sdk": "0.3.2",
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"bailian-cli-core": "workspace:*",
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"bailian-cli-runtime": "workspace:*",
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"boxen": "catalog:",

‎packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment-invalid.yaml‎

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version: "1"
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providers:
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bailian:
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api_key: ${DASHSCOPE_API_KEY}
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base_url: ${BAILIAN_BASE_URL}
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defaults:
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provider: bailian
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environments:
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dev:
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config:
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type: cloud
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networking:
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type: unrestricted
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agents:
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reporter:
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description: "Invalid deployment integration fixture"
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model: qwen3.7-max
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instructions: |
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Generate a concise engineering report from the mounted template.
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environment: dev
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deployments:
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invalid-report:
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agent: reporter
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initial_events:
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- type: user.define_outcome
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rubric: "Report is concise and actionable."
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resources:
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- type: file
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source: ./report-template.md
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- type: file
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source: ./report-template.md
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mount_path: report-template.md
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- type: file
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source: ./report-template.md
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mount_path: /mnt/report-template.md

‎packages/commands/tests/e2e/fixtures/managed-agent/agents-deployment.yaml‎

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version: "1"
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providers:
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bailian:
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api_key: ${DASHSCOPE_API_KEY}
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base_url: ${BAILIAN_BASE_URL}
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defaults:
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provider: bailian
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environments:
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dev:
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config:
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type: cloud
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networking:
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type: unrestricted
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agents:
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reporter:
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description: "Deployment integration fixture"
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model: qwen3.7-max
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instructions: |
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Generate a concise engineering report from the mounted template.
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environment: dev
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deployments:
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daily-report:
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agent: reporter
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description: "Native Bailian deployment"
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schedule:
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expression: "0 9 * * *"
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timezone: UTC
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initial_events:
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- type: user.message
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content: "Generate today's engineering report."
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resources:
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- type: file
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source: ./report-template.md
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mount_path: /mnt/report-template.md

‎packages/commands/tests/e2e/fixtures/managed-agent/report-template.md‎

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# Engineering report
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Summarize completed work, current risks, and next actions.

‎packages/commands/tests/e2e/managed-agent.e2e.test.ts‎

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import { join } from "node:path";
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import { describe, expect, test } from "vite-plus/test";
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import { parseStdoutJson, runCommandE2e } from "./helpers.ts";
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import { e2eFixturesDir, parseStdoutJson, runCommandE2e } from "./helpers.ts";
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import { MANAGED_AGENT_ROUTES } from "./topic-routes.ts";
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const AGENTS_DEPLOYMENT_YAML = join(e2eFixturesDir, "managed-agent", "agents-deployment.yaml");
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const AGENTS_DEPLOYMENT_INVALID_YAML = join(
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e2eFixturesDir,
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"managed-agent",
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"agents-deployment-invalid.yaml",
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);
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const DEPLOYMENT_SAFETY_DIAGNOSTIC_CODES = [
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"bailian.deployment.initial_events.message_required",
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"bailian.deployment.file.mount_path.required",
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"bailian.deployment.file.mount_path.duplicate",
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];
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/**
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* managed-agent：help / 缺参不依赖密钥；所有 mutation 命令的 --dry-run
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* 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。
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*/
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describe("e2e: managed-agent", () => {
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test("validate 接受原生 Bailian Deployment 配置", async () => {
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const { stdout, stderr, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
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"managed-agent",
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"validate",
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"--file",
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AGENTS_DEPLOYMENT_YAML,
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"--output",
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"json",
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]);
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expect(exitCode, stderr).toBe(0);
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const data = parseStdoutJson<{
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valid?: boolean;
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diagnostics?: Array<{ code?: string; severity?: string }>;
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}>(stdout);
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expect(data.valid).toBe(true);
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expect(data.diagnostics).not.toContainEqual(
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expect.objectContaining({ code: "bailian.deployment.schedule_unsupported" }),
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);
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});
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test("plan --dry-run 通过 SDK planner 规划原生 Bailian Deployment", async () => {
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const { stdout, stderr, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
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"managed-agent",
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"plan",
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"--dry-run",
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"--file",
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AGENTS_DEPLOYMENT_YAML,
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"--output",
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"json",
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]);
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expect(exitCode, stderr).toBe(0);
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const data = parseStdoutJson<{
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actions?: Array<{
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action?: string;
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address?: { provider?: string; type?: string; name?: string };
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}>;
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diagnostics?: Array<{ code?: string; severity?: string }>;
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}>(stdout);
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expect(data.actions).toContainEqual(
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expect.objectContaining({
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action: "create",
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address: {
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provider: "bailian",
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type: "deployment",
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name: "daily-report",
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},
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}),
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);
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expect(data.diagnostics).not.toContainEqual(
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expect.objectContaining({ code: "bailian.deployment.schedule_unsupported" }),
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);
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});
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test("validate 拒绝会产生空消息或无效挂载路径的 Bailian Deployment", async () => {
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const { stdout, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
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"managed-agent",
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"validate",
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"--file",
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AGENTS_DEPLOYMENT_INVALID_YAML,
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"--output",
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"json",
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]);
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expect(exitCode).toBe(1);
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const data = parseStdoutJson<{
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valid?: boolean;
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diagnostics?: Array<{ code?: string; severity?: string }>;
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}>(stdout);
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expect(data.valid).toBe(false);
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for (const diagnosticCode of DEPLOYMENT_SAFETY_DIAGNOSTIC_CODES) {
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expect(data.diagnostics).toContainEqual(
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expect.objectContaining({ code: diagnosticCode, severity: "error" }),
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);
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}
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});
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test("plan --dry-run 在 Deployment 安全诊断失败时阻断计划", async () => {
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const { stdout, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
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"managed-agent",
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"plan",
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"--dry-run",
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"--file",
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AGENTS_DEPLOYMENT_INVALID_YAML,
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"--output",
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"json",
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]);
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expect(exitCode).toBe(1);
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const data = parseStdoutJson<{
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diagnostics?: Array<{ code?: string; severity?: string }>;
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}>(stdout);
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for (const diagnosticCode of DEPLOYMENT_SAFETY_DIAGNOSTIC_CODES) {
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expect(data.diagnostics).toContainEqual(
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expect.objectContaining({ code: diagnosticCode, severity: "error" }),
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);
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}
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});
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test("managed-agent apply --help 正常退出", async () => {
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const { stderr, exitCode } = await runCommandE2e(MANAGED_AGENT_ROUTES, [
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"managed-agent",

‎packages/core/package.json‎

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{
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"name": "bailian-cli-core",
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"version": "1.16.0",
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"version": "1.17.0",
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"description": "Core SDK for bailian-cli. See https://www.npmjs.com/package/bailian-cli for usage.",
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"homepage": "https://bailian.console.aliyun.com/cli",
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"bugs": {

‎packages/kscli/package.json‎

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{
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"name": "knowledge-studio-cli",
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"version": "1.16.0",
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"version": "1.17.0",
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"description": "Lightweight RAG CLI for Aliyun Model Studio — focused on knowledge-base retrieval.",
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"keywords": [
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"alibaba-cloud",

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