
alibabacloud-flink-instance-manage
Manage Alibaba Cloud Flink VVP instances and namespaces through create/query operations only. Use when user asks to create or query Flink instances, namespaces, regions, zones, or tags in Chinese or English. Reject Flink SQL/job requests, unrelated cloud services (ECS/Kafka/OSS/DataWorks), and all update/delete operations.
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- 234
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/aliyun/alibabacloud-aiops-skills --skill alibabacloud-flink-instance-manage- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads alibabacloud-flink-instance-manage automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Alibaba Cloud Flink Instance Manage
Operate Alibaba Cloud Flink VVP resources with a strict create/query scope through one wrapper script.
Scope and Entrypoint
- Always run operations through:
python scripts/instance_ops.py <command> [options] - Allowed commands:
create,create_namespace,describe,describe_regions,describe_zones,describe_namespaces,list_tags - Out of scope: update/delete, Flink SQL/job runtime operations, and non-Flink services
Trigger Rules
Use this skill when prompts are about Flink instance/namespace lifecycle operations.
- Positive intent examples:
- "Create a Flink instance in cn-beijing"
- "List Flink instances and status"
- "Describe namespaces for instance f-cn-xxx"
- "查询 Flink 实例标签"
- "Flink 可用区有哪些"
- Negative intent examples:
- ECS/Kafka/OSS/DataWorks operations
- Generic questions (weather, translation, etc.)
- Flink SQL / Flink job authoring or runtime tuning
- Ambiguous prompts:
- Ask one clarification question: instance/namespace management vs SQL/job operations.
Intent to Command Mapping
| User intent | Command |
|---|---|
| Query all instances in a region | describe --region_id <REGION> |
| Create instance | create ... --confirm |
| Query namespaces under an instance | describe_namespaces --region_id <REGION> --instance_id <ID> |
| Create namespace | create_namespace ... --confirm |
| Query supported regions/zones | describe_regions / describe_zones --region_id <REGION> |
| Query tags | list_tags --region_id <REGION> --resource_type <TYPE> [--resource_ids ...] |
Operating Rules
- Confirmation is mandatory for create commands
createandcreate_namespacemust include--confirm.
- Verify create results with read-back
- Do not conclude success from create response alone.
- Retry policy is strict
- Maximum 2 attempts for the same command (initial + one corrected retry).
- No automatic operation switching
- If an operation fails, do not switch to a different operation without user approval.
- Lifecycle target lock
- In
create -> create_namespaceflow, namespace must target the same newly createdInstanceIdunless user approves fallback.
- In
- Namespace pre-check is required
- Before
create_namespace, check instance status/resources and existing namespace allocation.
- Before
- No secret exposure
- Do not output or request plaintext AK/SK. Use default credential chain guidance.
- Do not invent parameters
- Never fabricate VPC/VSwitch/instance IDs.
- Keep auditable confirmation evidence
- Lifecycle outputs must contain
SafetyCheckRequiredor explicit--confirmevidence.
- Lifecycle outputs must contain
- No partial-completion claims for lifecycle flows
- For flows requiring both
createandcreate_namespace, overall status can becompletedonly when both create operations succeed.
- No automatic capacity scaling
- If
create_namespacefails due to insufficient resources, report it clearly and ask user to manually scale resources outside this skill scope.
Execution Protocol
Step 1: Classify request
- In-scope create/query for Flink instance/namespace/tag/region/zone -> continue.
- Out-of-scope or non-Flink -> reject or route with explanation.
Step 2: Validate parameters
- Apply
references/parameter-validation.md. - If required parameters are missing, ask user or return clear remediation.
Step 3: Execute command
- Query commands: run once unless transient query error.
- Create commands: construct final command string and verify
--confirmis present before execution.
Step 4: Verify create outcomes
- For
create: verify withdescribe --region_id <REGION>. - For
create_namespace: verify withdescribe_namespaces --region_id <REGION> --instance_id <ID>. - Use up to 3 read checks with short backoff before concluding the create is not reflected yet.
- For chained
create -> create_namespace:- poll
describe --region_id <REGION>on the sameInstanceIdevery 30 seconds - max wait: 10 minutes
- if still not
RUNNING, stop and provide next action (wait/retry later) - do not switch to another instance without explicit user approval
- if namespace create fails, mark lifecycle chain as
failed/not_ready, notcompleted - for
InsufficientResources, ask user to manually scale the instance and retry later
- poll
Key References
- Start here:
references/README.mdreferences/quick-start.mdreferences/trigger-recognition-guide.mdreferences/core-execution-flow.mdreferences/command-templates.md
| Document | Purpose |
|---|---|
references/parameter-validation.md | Pre-execution validation checklist |
references/e2e-playbooks.md | Complete execution sequences |
references/common-failures.md | Typical mistakes and fixes |
references/required-confirmation-model.md | Confirmation gate rules |
references/instance-state-management.md | Instance state and readiness checks |
references/output-handling.md | Output parsing and retry policy |
references/verification-method.md | Verification patterns after create/query |
references/acceptance-criteria.md | Completion checklist for normal operations |
references/python-environment-setup.md | Python dependency and auth setup |
references/cli-installation-guide.md | Aliyun CLI diagnostics setup |
references/ram-policies.md | Required RAM permissions |
references/related-apis.md | API and command mapping |
Output Format
All commands return JSON:
{
"success": true,
"operation": "<command>",
"confirmation_check": {
"required_flag": "--confirm",
"provided": true,
"status": "passed"
},
"data": {},
"request_id": "..."
}
confirmation_check appears on create operations and is used for auditable safety evidence.
Exit codes: 0 = success, 1 = error.
FAQ
What does the alibabacloud-flink-instance-manage skill do?
Manage Alibaba Cloud Flink VVP instances and namespaces through create/query operations only. Use when user asks to create or query Flink instances, namespaces, regions, zones, or tags in Chinese or English. Reject Flink SQL/job requests, unrelated cloud services (ECS/Kafka/OSS/DataWorks), and all update/delete operations.
How do I install alibabacloud-flink-instance-manage?
Run npx skills add https://github.com/aliyun/alibabacloud-aiops-skills --skill alibabacloud-flink-instance-manage in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/alibabacloud-flink-instance-manage/ (personal) or .claude/skills/alibabacloud-flink-instance-manage/ (project).
Which AI agents can use alibabacloud-flink-instance-manage?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is alibabacloud-flink-instance-manage safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains alibabacloud-flink-instance-manage?
It is published by aliyun in aliyun/alibabacloud-aiops-skills. It has 234 recorded installs.
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