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Alibabacloud Polardbx Ai Assistant

  • 114 installs
  • 208 repo stars
  • Updated August 4, 2026
  • aliyun/alibabacloud-aiops-skills

alibabacloud-polardbx-ai-assistant is a Claude skill that provides O&M and diagnostics for Alibaba Cloud PolarDB-X distributed databases via the DAS get-yao-chi-agent API through the aliyun CLI.

About

This skill provides operations and diagnostics for Alibaba Cloud PolarDB-X distributed databases through the DAS get-yao-chi-agent API. A developer uses it to inspect cluster topology, analyze slow SQL and execution plans, monitor QPS and connections, and audit security or backup status. It runs via the aliyun CLI DAS plugin and requires AI-mode to be enabled during execution.

  • Diagnoses Alibaba Cloud PolarDB-X distributed databases via the DAS get-yao-chi-agent API
  • Covers topology inspection, slow SQL analysis, scaling and security audit
  • Runs through the aliyun CLI DAS plugin with AI-mode gating

Alibabacloud Polardbx Ai Assistant by the numbers

  • 114 all-time installs (skills.sh)
  • Ranked #311 of 911 Databases skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
At a glance

alibabacloud-polardbx-ai-assistant capabilities & compatibility

Free skill; requires an Alibaba Cloud account with PolarDB-X and DAS (billed by Alibaba Cloud).

Capabilities
database diagnostics · slow sql analysis · topology inspection · security audit
Use cases
database · debugging
Runs
Runs locally
Pricing
Bring your own API key
From the docs

What alibabacloud-polardbx-ai-assistant says it does

This skill provides intelligent O&M capabilities for **Alibaba Cloud PolarDB-X distributed database**, powered by the DAS (Database Autonomy Service) `get-yao-chi-agent` API via the aliyun CLI DAS plu
SKILL.md
Slow SQL analysis, distributed execution plan interpretation, index suggestions, cross-shard query optimization
SKILL.md
npx skills add https://github.com/aliyun/alibabacloud-aiops-skills --skill alibabacloud-polardbx-ai-assistant

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Listed on Skillselion
Installs114
repo stars208
Last updatedAugust 4, 2026
Repositoryaliyun/alibabacloud-aiops-skills

What it does

Diagnose and monitor Alibaba Cloud PolarDB-X distributed database clusters, from topology to slow SQL and scaling.

Who is it for?

Diagnosing and monitoring PolarDB-X distributed database clusters on Alibaba Cloud.

When should I use this skill?

A PolarDB-X cluster needs topology inspection, slow-SQL analysis, scaling diagnostics or a security audit.

What you get

The PolarDB-X cluster is inspected and diagnosed for performance, topology, security and backup issues.

By the numbers

  • 14-capability matrix (topology, SQL, security, backup, scaling and more)

Files

SKILL.mdMarkdownGitHub ↗

PolarDB-X Distributed Database AI Assistant

This skill provides intelligent O&M capabilities for Alibaba Cloud PolarDB-X distributed database, powered by the DAS (Database Autonomy Service) get-yao-chi-agent API via the aliyun CLI DAS plugin.

Architecture: Aliyun CLI -> DAS Plugin (Signature V3) -> get-yao-chi-agent API -> PolarDB-X Intelligent Diagnostics

Supported Capabilities

CapabilityDescription
Instance InformationInstance details, cluster configuration, version info
Topology InspectionCN/DN node distribution, shard topology, data node status
Storage InformationDisk usage, storage capacity, space growth trends
SQL OptimizationSlow SQL analysis, distributed execution plan interpretation, index suggestions, cross-shard query optimization
Cluster Performance MonitoringQPS/TPS/connections/throughput and other core metrics analysis
Connection & Session AnalysisConnection count monitoring, session troubleshooting, connection pool optimization
Security AuditWhitelist, SSL, security policy audit
Backup Status CheckBackup completeness, retention policy, point-in-time recovery
Instance Health CheckInstance health status, running state verification
Log DiagnosticsError log analysis, slow log troubleshooting
Data Distribution AnalysisShard data skew detection, hotspot shard diagnostics
Elastic Scaling DiagnosticsScale-out/in status, data migration progress, node load balancing
Parameter TuningKernel parameter interpretation, change impact assessment, configuration recommendations
High Availability & DRHA configuration assessment, disaster recovery architecture diagnostics, primary-standby status
Expiring Instance QuerySubscription instance expiration reminders, renewal status

Installation

Pre-check: Aliyun CLI >= 3.3.3 required
Run aliyun version to verify >= 3.3.3. If not installed or version too low,
run curl -fsSL https://aliyuncli.alicdn.com/setup.sh | bash to install/update,
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 on your local machine are always up-to-date.
[MUST] CLI User-Agent — Every aliyun CLI command invocation must include:
--user-agent AlibabaCloud-Agent-Skills/alibabacloud-polardbx-ai-assistant
[MUST] Enable AI-Mode — AI-mode is required for Agent Skill execution.
Run the following commands before any CLI invocation:
```bash
aliyun configure ai-mode enable
aliyun configure ai-mode set-user-agent --user-agent "AlibabaCloud-Agent-Skills/alibabacloud-polardbx-ai-assistant"
```
[MUST] Disable AI-Mode at EVERY exit point — Before delivering the final response for ANY reason, always disable AI-mode first. This applies to ALL exit paths: workflow success, workflow failure, error/exception, user cancellation, session end, or any other scenario where no further CLI commands will be executed.
AI-mode is only used for Agent Skill invocation scenarios and MUST NOT remain enabled after the skill stops running.
```bash
aliyun configure ai-mode disable
```
# Install aliyun CLI
curl -fsSL https://aliyuncli.alicdn.com/install.sh | bash
aliyun version  # Verify >= 3.3.3

# Enable automatic plugin installation
aliyun configure set --auto-plugin-install true

# Install DAS plugin (get-yao-chi-agent requires plugin for Signature V3 support)
aliyun plugin install --names aliyun-cli-das

# Install jq (for JSON response parsing)
# macOS:
brew install jq
# Ubuntu/Debian:
# sudo apt-get install jq

Environment Variables

No additional environment variables are required. This skill relies entirely on the aliyun CLI's existing credential configuration.

Authentication

Pre-check: Alibaba Cloud Credentials Required

>

Security Rules:
- NEVER read, echo, or print AK/SK values (e.g., echo $ALIBABA_CLOUD_ACCESS_KEY_ID is FORBIDDEN)
- 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
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

Credentials are managed through aliyun CLI configuration — no additional AK/SK setup is needed:

# Recommended: OAuth mode
aliyun configure --mode OAuth

# Alternative: AK mode (configure outside of agent session)
aliyun configure set \
  --mode AK \
  --access-key-id <your-access-key-id> \
  --access-key-secret <your-access-key-secret> \
  --region cn-hangzhou

# Cross-account access: RamRoleArn mode
aliyun configure set \
  --mode RamRoleArn \
  --access-key-id <your-access-key-id> \
  --access-key-secret <your-access-key-secret> \
  --ram-role-arn acs:ram::<account-id>:role/<role-name> \
  --role-session-name yaochi-agent-session \
  --region cn-hangzhou

RAM Policy

See references/ram-policies.md for the full list of required permissions.

[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 references/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

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.
ParameterRequired/OptionalDescriptionDefault Value
queryRequiredNatural language query content (including region, instance info, etc.)-
--session-idOptionalSession ID for multi-turn conversation context-
--profileOptionalaliyun CLI profile namedefault

Core Workflow

All intelligent O&M operations MUST be invoked through scripts/call_yaochi_agent.sh, which wraps the aliyun das get-yao-chi-agent (DAS plugin kebab-case command, supporting Signature V3) with streaming response parsing.

⚠️ CRITICAL RESTRICTION:
- DO NOT use direct aliyun polardbx or aliyun rds CLI commands for diagnostics, topology, or security audits.
- DO NOT attempt to query instance details using DescribeDBInstances or similar APIs directly.
- ONLY use the DAS plugin command: aliyun das get-yao-chi-agent (wrapped by call_yaochi_agent.sh).
- If the script fails, check permissions via ram-permission-diagnose skill, DO NOT fallback to other product APIs.
# Cluster Management
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "List PolarDB-X instances in Hangzhou region"
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show detailed configuration of instance pxc-xxx"

# Topology Inspection
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show CN/DN node distribution of instance pxc-xxx"
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show shard topology of instance pxc-xxx"

# Performance Diagnostics
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Analyze performance of instance pxc-xxx in the last hour"
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show slow SQL of instance pxc-xxx"

# SQL Optimization
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Optimize execution plan of this SQL on instance pxc-xxx"
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Which cross-shard queries on instance pxc-xxx need optimization"

# Data Distribution
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Check whether data distribution of instance pxc-xxx is even"
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Are there any hotspot shards on instance pxc-xxx"

# Elastic Scaling
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show scale-out status of instance pxc-xxx"

# Parameter Tuning
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "How to tune CONN_POOL_MAX_POOL_SIZE parameter on instance pxc-xxx"

# Connection & Session
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "How to troubleshoot high connection count on instance pxc-xxx"

# Backup & Restore
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show backup status of instance pxc-xxx"

# Security Audit
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Check security configuration of instance pxc-xxx"

# High Availability & DR
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Show HA configuration of instance pxc-xxx"

# Multi-turn Conversation (use session ID returned from previous call)
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "Continue analysis" --session-id "<session-id>"

# Specify profile
bash $SKILL_DIR/scripts/call_yaochi_agent.sh "List instances" --profile myprofile

# Read from stdin
echo "List instances" | bash $SKILL_DIR/scripts/call_yaochi_agent.sh -

Typical Query Examples

ScenarioExample Query
Cluster ManagementShow node list of instance pxc-xxx
TopologyHow many CN and DN nodes does instance pxc-xxx have
Performance DiagnosticsHow to troubleshoot high CPU usage on instance pxc-xxx
Slow SQL AnalysisShow slow SQL of instance pxc-xxx in the last hour
SQL OptimizationWhy is this SELECT statement slow on instance pxc-xxx
Data DistributionIs there data skew in shards of instance pxc-xxx
Elastic ScalingWhat is the scale-out progress of instance pxc-xxx
Parameter TuningHow to optimize connection pool parameters on instance pxc-xxx
Backup & RestoreWhen was the latest backup of instance pxc-xxx
Storage OptimizationWhat to do about rapid storage growth on instance pxc-xxx
Connection TroubleshootingInstance pxc-xxx connection count is maxed out
Security AuditCheck security configuration of instance pxc-xxx
High AvailabilityIs the DR architecture of instance pxc-xxx reasonable
Expiration ReminderWhich PolarDB-X instances are about to expire

Success Verification

See references/verification-method.md for detailed verification steps.

Cleanup

This skill focuses on query and diagnostics capabilities only. It does not create any resources, so no cleanup is needed.

The following operations are out of scope for this skill:

  • Creating/deleting PolarDB-X instances
  • Changing instance specifications
  • Purchasing/renewing instances

Command Tables

See references/related-apis.md for the full list of APIs and CLI commands.

Best Practices

1. Instance ID Format: PolarDB-X instance IDs start with pxc-. Always include the full instance ID in queries. 2. Region Specification: Explicitly specify the region in natural language queries (e.g., "Hangzhou region", "Beijing region") to improve query accuracy. 3. Multi-turn Conversation: Use --session-id to maintain context continuity in complex diagnostic scenarios. 4. Concurrency Limit: Maximum 2 concurrent sessions per account. Avoid launching multiple parallel calls. 5. Distributed Characteristics: When troubleshooting issues, distinguish between CN (Compute Node) and DN (Data Node) layers. 6. Throttling Handling: If you encounter a Throttling.UserConcurrentLimit error, wait for the previous query to complete before retrying. 7. Credential Security: Use aliyun configure to manage credentials. Never hardcode AK/SK in scripts.

Reference Links

ReferenceDescription
references/cli-installation-guide.mdAliyun CLI installation and configuration guide
references/related-apis.mdRelated APIs and CLI command list
references/ram-policies.mdRAM permission policy list
references/verification-method.mdSuccess verification methods
references/acceptance-criteria.mdAcceptance criteria

Related skills

Databasesdatabases

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