An automated utility to provision, deploy, and configure Dify agent platform instances on Alibaba Cloud DMS using OpenAPI, featuring simple and advanced custom modes.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install alibabacloud-dms-data-agent-platform-setup
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install alibabacloud-dms-data-agent-platform-setup using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Alibaba Cloud DMS Data Agent Platform Setup?
The Alibaba Cloud DMS Data Agent Platform Setup skill enables developers to automatically provision and configure a robust Dify instance inside Alibaba Cloud DMS using OpenAPI. Building on the capabilities of Openclaw Skills, this workflow simplifies deploying production-ready AI agent platforms by streamlining workspace and backend component generation.
By encapsulating the setup in two primary modes—Simple and Advanced—it lets you either deploy the entire system from scratch (with fresh database, KV store, and vector database resources) or surgically target existing infrastructure resources. This skill provides structural automation and consistency, making it an essential asset for teams using Openclaw Skills to scale their AI application architectures.
Alibaba Cloud DMS Data Agent Platform Setup Use Cases
- Deploying a brand new Dify LLM application framework on Alibaba Cloud infrastructure for team-wide development.
- Integrating an existing cloud database, Redis KV store, or vector database into a newly provisioned Dify agent workspace.
- Running dry-run validation checks before provisioning expensive cloud resources to ensure networking configuration accuracy.
- Standardizing multi-environment deployment of AI workspace infrastructures using automated Openclaw Skills workflows.
How Alibaba Cloud DMS Data Agent Platform Setup Works
- Precheck Verification: The workflow runs a detection script (
detect_dify_instance.py) to ensure the DMS service is active and available in the target region. - Session and UA Setup: Generates a persistent 32-character session ID to track operations and injects it into all CLI actions and OpenAPI SDK headers.
- Credential Resolution: Authenticates using the configured Aliyun CLI profile and the default Python SDK credential chain.
- Input Gathering: Collects networking parameters (VPC, VSwitch, Security Group) and determines whether to spin up new resources or reuse existing ones.
- Dry Run Validation: Executes the provision call (
openAPI_call.py) withDryRun: trueto identify validation or structural errors without incurring costs. - Final Provisioning: Executes the final API command with
DryRun: falseto deploy the complete Dify agent platform.
Alibaba Cloud DMS Data Agent Platform Setup Setup
Prerequisites
- Verify Aliyun CLI version >= 3.3.1:
aliyun version
If upgrade is needed (macOS):
brew upgrade aliyun-cli
aliyun configure set --auto-plugin-install true
- Generate Session ID for Observability:
export SKILL_SESSION_ID=$(openssl rand -hex 16)
- Configure Alibaba Cloud Credentials: Ensure CLI profile is active:
aliyun configure list
If configuration is missing:
aliyun configure set \
--mode AK \
--access-key-id <id> \
--access-key-secret <secret> \
--region cn-hangzhou
Also make sure your local environment is configured for the Python SDK default credential chain.
- Set Up Python Environment:
uv venv .venv
source .venv/bin/activate
uv pip install -r scripts/requirements.txt
- Run Pre-check:
.venv/bin/python ./scripts/detect_dify_instance.py cn-shanghai
Alibaba Cloud DMS Data Agent Platform Setup Data Schema & Taxonomy
This Openclaw Skills module structures parameters using a structured JSON payload passed to openAPI_call.py. The schema organization includes:
Primary Core Schema Parameters
| Parameter | Type | Description |
|---|---|---|
VpcId |
String | The target Virtual Private Cloud ID |
VSwitchId |
String | Primary Virtual Switch ID |
BackupVSwitchId |
String | Secondary Virtual Switch for HA |
SecurityGroupId |
String | Firewall security group ID |
WorkspaceOption |
String | CreateNewInstance or UseExistingInstance |
DatabaseOption |
String | Database creation method (CreateNewInstance / UseExistingInstance) |
KvStoreOption |
String | KV store creation method (CreateNewInstance / UseExistingInstance) |
VectordbOption |
String | Vector database method (CreateNewInstance / UseExistingInstance) |
DryRun |
Boolean | Validation-only flag (true / false) |
Sub-Service Custom Resource Mapping
If reusing existing infrastructure in Advanced Mode, integers mapping to database assets must be extracted using the CLI:
DbResourceId: Integer ID of an existing databaseKvStoreResourceId: Integer ID of an existing KV Store/RedisVectordbResourceId: Integer ID of an existing Vector DB
Alibaba Cloud DMS Data Agent Platform Setup Advanced Features
- Dual Execution Modes: Choose Simple Mode for fast, fully managed resource instantiation, or Advanced Mode for fine-grained sub-service binding.
- Dry Run Verification: Validate configuration payloads, IAM policies, and VPC network connectivity constraints safely before provisioning physical cloud assets.
- Automated Resource Identification: Query existing DMS active instance resources directly using automated CLI subprocesses when IDs are unknown.
- Unified Session Tracking: Every deployment leverages a generated session tracking ID embedded in user-agent string headers to simplify cloud audit trail tracking with Openclaw Skills.
- Flexible Licensing and Sizing: Set resource quotas, replicas, pay types (prepaid vs. postpaid), and specify OpenCommunity, Community, or Enterprise editions natively.
SKILL.md
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