/create-maxcompute-data-source
创建 MaxCompute 类型数据源并验证连通性——将 MaxCompute 项目接入 Dataphin 作为数据源。 支持 Basic 和 DEV-PROD 两种项目模式。 触发场景: - 新接入 MaxCompute 数据仓库到 Dataphin - 为 Dataphin 项目配置 MaxCompute 数据源 - 验证 MaxCompute 数据源连通性 触发词:创建 MaxCompute 数据源、接入 MaxCompute、新建 MC 数据源、MaxCompute datasource、配置 MaxCompute。 关键限制:Type 固定
$ npx -y skills add aliyun/alibabacloud-aiops-skills --skill create-maxcompute-data-source --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/create-maxcompute-data-source
Context preview
The summary Claude sees to decide when to auto-load this skill.
创建 MaxCompute 类型数据源并验证连通性——将 MaxCompute 项目接入 Dataphin 作为数据源。 支持 Basic 和 DEV-PROD 两种项目模式。 触发场景: - 新接入 MaxCompute 数据仓库到 Dataphin - 为 Dataphin 项目配置 MaxCompute 数据源 - 验证 MaxCompute 数据源连通性 触发词:创建 MaxCompute 数据源、接入 MaxCompute、新建 MC 数据源、MaxCompute datasource、配置 MaxCompute。 关键限制:Type 固定
SKILL.md
create-maxcompute-data-source.SKILL.mdname: create-maxcompute-data-source
description: |-
创建 MaxCompute 类型数据源并验证连通性——将 MaxCompute 项目接入 Dataphin 作为数据源。
支持 Basic 和 DEV-PROD 两种项目模式。
触发场景:
- 新接入 MaxCompute 数据仓库到 Dataphin
- 为 Dataphin 项目配置 MaxCompute 数据源
- 验证 MaxCompute 数据源连通性
触发词:创建 MaxCompute 数据源、接入 MaxCompute、新建 MC 数据源、MaxCompute datasource、配置 MaxCompute。
关键限制:Type 固定 MAX_COMPUTE;DEV-PROD 项目需分两步创建(先生产后开发);19 位 ID 必须字符串传参。
创建 MaxCompute 数据源并验证连通性
1. Scenario Description
将 MaxCompute 项目接入 Dataphin 作为数据源,使下游数据开发任务可以读写该 MaxCompute 项目中的数据。
**Architecture**:`Dataphin Tenant → DataSource (MAX_COMPUTE) → MaxCompute Project`
支持两种项目模式:
- **Basic 项目**:仅创建生产环境数据源
- **DEV-PROD 项目**(开发-生产分离):先创建生产环境数据源,再创建开发环境数据源并关联
2. Installation
aliyun plugin install --names aliyun-cli-dataphin-public
(详见 [`references/cli-installation-guide.md`](references/cli-installation-guide.md))
3. Environment Variables
> 凭证与环境变量由父 skill `alibabacloud-dataphin-skills` 统一声明并预检(父 §3 + §4 Authentication + §8 Step 0,先于路由到本 skill 执行);本 skill 不重复声明。
4. Authentication
> **Pre-check: Alibaba Cloud Credentials Required** > > **Security Rules:** > - **NEVER** read, echo, or print AK/SK values to terminal or logs > - **NEVER** ask the user to input AK/SK directly in the conversation or command line > - **NEVER** use `aliyun configure set` with literal credential values > - **ONLY** use `aliyun configure list` to check credential status > > ```bash > aliyun configure list > ``` > Check the output for a valid profile (AK, STS, or OAuth identity). > > **If no valid profile exists, STOP here.** > 1. Obtain credentials from [Alibaba Cloud Console](https://ram.console.aliyun.com/manage/ak) > 2. Configure credentials **outside of this session** (via `aliyun configure` in terminal or environment variables in shell profile) > 3. Return and re-run after `aliyun configure list` shows a valid profile
**Pre-check: Aliyun CLI >= 3.4.8 required** > Run `aliyun version` to verify >= 3.4.8. If not installed or version too low, > install/update from https://aliyuncli.alicdn.com (see `references/cli-installation-guide.md` for the OS-specific script), > or see `references/cli-installation-guide.md` for installation instructions.
**Pre-check: Aliyun CLI plugin update required** > [MUST] run `aliyun configure set --auto-plugin-install true` to enable automatic plugin installation. > [MUST] run `aliyun plugin update` to ensure that any existing plugins are always up-to-date.
5. RAM Policy
最小权限策略详见 [`../../ram-policies.md`](../../ram-policies.md)。
> **[MUST] Permission Failure Handling:** When any command or API call fails due to permission errors at any point during execution, follow this process: > 1. Read `../../ram-policies.md` to get the full list of permissions required by this SKILL > 2. Use `ram-permission-diagnose` skill to guide the user through requesting the necessary permissions > 3. Pause and wait until the user confirms that the required permissions have been granted
6. Parameter Confirmation
> **IMPORTANT: Parameter Confirmation** — Before executing any command or API call, > ALL user-customizable parameters (e.g., RegionId, instance names, CIDR blocks, > passwords, domain names, resource specifications, etc.) MUST be confirmed with the > user. Do NOT assume or use default values without explicit user approval.
| 参数 | 必填 | 描述 | 默认值 | |---|---|---|---| | `TENANT_ID` | 是 | 租户 ID(19 位 snowflake,**字符串传**) | — | | `DS_NAME` | 是 | 数据源名称(英文、数字、下划线,不超过 64 字符) | — | | `DS_DESCRIPTION` | 否 | 数据源描述 | 空 | | `PROJECT_MODE` | 是 | 项目模式:`BASIC` 或 `DEV_PROD` | — | | `MC_ENDPOINT` | 是 | MaxCompute Endpoint | — | | `MC_PROJECT` | 是 | MaxCompute 项目名称(生产环境) | — | | `MC_PROJECT_DEV` | DEV_PROD 时必填 | MaxCompute 项目名称(开发环境,可与生产相同) | 同 `MC_PROJECT` | | `MC_ACCESS_ID` | 是 | MaxCompute 访问 AccessKey ID | — | | `MC_ACCESS_KEY` | 是 | MaxCompute 访问 AccessKey Secret | — |
> **Endpoint 参考**:`http://service.<region>.maxcompute.aliyun.com/api`,常见 region 如 `cn-hangzhou`、`cn-shanghai`、`cn-beijing`。
7. Observability (MUST follow for every aliyun command)
**session-id 由父 skill `alibabacloud-dataphin-skills` 在套件入口加载时生成(32-char 小写 hex),本子 skill 加载时直接继承同一 session-id,不再重新生成。**
**Rule: Every `aliyun` CLI command that calls a cloud API MUST include the `--user-agent` flag.** Local utility commands (e.g. `configure`, `plugin`, `version`) do not support this flag and should be excluded.
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-data-source/{session-id}Example (assuming session-id is `a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6`):
aliyun dataphin-public list-data-source-with-config --op-tenant-id "1234567890123456789" \
--list-query '{"TypeList":["MAX_COMPUTE"],"Page":1,"PageSize":20}' \
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-data-source/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6Do not skip, alter the format, or omit `--user-agent` on any `aliyun` API command invocation.
8. Core Workflow
TENANT_ID="<19位租户ID>"
SESSION_ID="<inherited from alibabacloud-dataphin-skills>"
UA="--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-data-source/$SESSION_ID"
Step 1:连通性预检(可选但推荐)
创建前先验证 MaxCompute 配置是否连通:
aliyun dataphin-public check-data-source-connectivity \
--op-tenant-id "$TENANT_ID" \
--check-command '{
"Type": "MAX_COMPUTE",
"ConfigItemList": [
{"Key": "maxcompute.endpoint", "Value": "<MC_ENDPOINT>"},
{"Key": "maxcompute.project", "Value": "<MC_PROJECT>"},
{"Key": "maxcompute.access.id", "Value": "<MC_ACCESS_ID>"},
{"Key": "maxcompute.access.key", "Value": "<MC_ACCESS_KEY>"}
]
}' $UA期望返回 `"ConnectStatus": true`。若为 `false`,请检查 endpoint / project / AK 是否正确后重试。
Step 2:创建数据源
分支 A:Basic 项目(仅生产环境)
aliyun dataphin-public create-data-source \
--op-tenant-id "$TENANT_ID" \
--create-command '{
"ProdDataSourceCreate": {
"Name": "<DS_NAME>",
"Type": "MAX_COMPUTE",
"Description": "<DS_DESCRIPTION>",Read more
name: create-maxcompute-data-source description: |- 创建 MaxCompute 类型数据源并验证连通性——将 MaxCompute 项目接入 Dataphin 作为数据源。 支持 Basic 和 DEV-PROD 两种项目模式。 触发场景: - 新接入 MaxCompute 数据仓库到 Dataphin - 为 Dataphin 项目配置 MaxCompute 数据源 - 验证 MaxCompute 数据源连通性 触发词:创建 MaxCompute 数据源、接入 MaxCompute、新建 MC 数据源、MaxCompute datasource、配置 MaxCompute。 关键限制:Type 固定 MAX_COMPUTE;DEV-PROD 项目需分两步创建(先生产后开发);19 位 ID 必须字符串传参。
创建 MaxCompute 数据源并验证连通性
1. Scenario Description
将 MaxCompute 项目接入 Dataphin 作为数据源,使下游数据开发任务可以读写该 MaxCompute 项目中的数据。
**Architecture**:`Dataphin Tenant → DataSource (MAX_COMPUTE) → MaxCompute Project`
支持两种项目模式:
- **Basic 项目**:仅创建生产环境数据源
- **DEV-PROD 项目**(开发-生产分离):先创建生产环境数据源,再创建开发环境数据源并关联
2. Installation
aliyun plugin install --names aliyun-cli-dataphin-public
(详见 [`references/cli-installation-guide.md`](references/cli-installation-guide.md))
3. Environment Variables
> 凭证与环境变量由父 skill `alibabacloud-dataphin-skills` 统一声明并预检(父 §3 + §4 Authentication + §8 Step 0,先于路由到本 skill 执行);本 skill 不重复声明。
4. Authentication
> **Pre-check: Alibaba Cloud Credentials Required** > > **Security Rules:** > - **NEVER** read, echo, or print AK/SK values to terminal or logs > - **NEVER** ask the user to input AK/SK directly in the conversation or command line > - **NEVER** use `aliyun configure set` with literal credential values > - **ONLY** use `aliyun configure list` to check credential status > > ```bash > aliyun configure list > ``` > Check the output for a valid profile (AK, STS, or OAuth identity). > > **If no valid profile exists, STOP here.** > 1. Obtain credentials from [Alibaba Cloud Console](https://ram.console.aliyun.com/manage/ak) > 2. Configure credentials **outside of this session** (via `aliyun configure` in terminal or environment variables in shell profile) > 3. Return and re-run after `aliyun configure list` shows a valid profile
**Pre-check: Aliyun CLI >= 3.4.8 required** > Run `aliyun version` to verify >= 3.4.8. If not installed or version too low, > install/update from https://aliyuncli.alicdn.com (see `references/cli-installation-guide.md` for the OS-specific script), > or see `references/cli-installation-guide.md` for installation instructions.
**Pre-check: Aliyun CLI plugin update required** > [MUST] run `aliyun configure set --auto-plugin-install true` to enable automatic plugin installation. > [MUST] run `aliyun plugin update` to ensure that any existing plugins are always up-to-date.
5. RAM Policy
最小权限策略详见 [`../../ram-policies.md`](../../ram-policies.md)。
> **[MUST] Permission Failure Handling:** When any command or API call fails due to permission errors at any point during execution, follow this process: > 1. Read `../../ram-policies.md` to get the full list of permissions required by this SKILL > 2. Use `ram-permission-diagnose` skill to guide the user through requesting the necessary permissions > 3. Pause and wait until the user confirms that the required permissions have been granted
6. Parameter Confirmation
> **IMPORTANT: Parameter Confirmation** — Before executing any command or API call, > ALL user-customizable parameters (e.g., RegionId, instance names, CIDR blocks, > passwords, domain names, resource specifications, etc.) MUST be confirmed with the > user. Do NOT assume or use default values without explicit user approval.
| 参数 | 必填 | 描述 | 默认值 | |---|---|---|---| | `TENANT_ID` | 是 | 租户 ID(19 位 snowflake,**字符串传**) | — | | `DS_NAME` | 是 | 数据源名称(英文、数字、下划线,不超过 64 字符) | — | | `DS_DESCRIPTION` | 否 | 数据源描述 | 空 | | `PROJECT_MODE` | 是 | 项目模式:`BASIC` 或 `DEV_PROD` | — | | `MC_ENDPOINT` | 是 | MaxCompute Endpoint | — | | `MC_PROJECT` | 是 | MaxCompute 项目名称(生产环境) | — | | `MC_PROJECT_DEV` | DEV_PROD 时必填 | MaxCompute 项目名称(开发环境,可与生产相同) | 同 `MC_PROJECT` | | `MC_ACCESS_ID` | 是 | MaxCompute 访问 AccessKey ID | — | | `MC_ACCESS_KEY` | 是 | MaxCompute 访问 AccessKey Secret | — |
> **Endpoint 参考**:`http://service.<region>.maxcompute.aliyun.com/api`,常见 region 如 `cn-hangzhou`、`cn-shanghai`、`cn-beijing`。
7. Observability (MUST follow for every aliyun command)
**session-id 由父 skill `alibabacloud-dataphin-skills` 在套件入口加载时生成(32-char 小写 hex),本子 skill 加载时直接继承同一 session-id,不再重新生成。**
**Rule: Every `aliyun` CLI command that calls a cloud API MUST include the `--user-agent` flag.** Local utility commands (e.g. `configure`, `plugin`, `version`) do not support this flag and should be excluded.
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-data-source/{session-id}Example (assuming session-id is `a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6`):
aliyun dataphin-public list-data-source-with-config --op-tenant-id "1234567890123456789" \
--list-query '{"TypeList":["MAX_COMPUTE"],"Page":1,"PageSize":20}' \
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-data-source/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6Do not skip, alter the format, or omit `--user-agent` on any `aliyun` API command invocation.
8. Core Workflow
TENANT_ID="<19位租户ID>" SESSION_ID="<inherited from alibabacloud-dataphin-skills>" UA="--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-data-source/$SESSION_ID"
Step 1:连通性预检(可选但推荐)
创建前先验证 MaxCompute 配置是否连通:
aliyun dataphin-public check-data-source-connectivity \
--op-tenant-id "$TENANT_ID" \
--check-command '{
"Type": "MAX_COMPUTE",
"ConfigItemList": [
{"Key": "maxcompute.endpoint", "Value": "<MC_ENDPOINT>"},
{"Key": "maxcompute.project", "Value": "<MC_PROJECT>"},
{"Key": "maxcompute.access.id", "Value": "<MC_ACCESS_ID>"},
{"Key": "maxcompute.access.key", "Value": "<MC_ACCESS_KEY>"}
]
}' $UA期望返回 `"ConnectStatus": true`。若为 `false`,请检查 endpoint / project / AK 是否正确后重试。
Step 2:创建数据源
分支 A:Basic 项目(仅生产环境)
aliyun dataphin-public create-data-source \
--op-tenant-id "$TENANT_ID" \
--create-command '{
"ProdDataSourceCreate": {
"Name": "<DS_NAME>",
"Type": "MAX_COMPUTE",
"Description": "<DS_DESCRIPTION>",Official Alibaba Cloud Agent Skills collection, providing AI agents with rich Alibaba Cloud product capabilities and general-purpose tooling.
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