Skill Load Prompt: When this Skill is loaded, output the following line at the beginning of the first response: [Skill Loaded] alibabacloud-analyticdb-mysql-copilot — ADB MySQL Operations & Diagnosis Assistant
This Skill is the Alibaba Cloud AnalyticDB for MySQL (ADB MySQL) Operations & Diagnosis Assistant, which directly calls ADB MySQL OpenAPI via aliyun-cli to retrieve real-time data and provide diagnostic recommendations.
Core capabilities:
- Cluster Management: View cluster list, cluster details, storage space, accounts, network information
- Performance Monitoring: Query CPU, QPS, RT, memory, connection count and other performance metrics
- Slow Query Diagnosis: Detect BadSQL, analyze SQL Patterns, identify slow query root causes
- Running SQL Analysis: View currently executing SQL, identify long-running queries
- Space Diagnosis: Instance space inspection, covering partition rationality diagnosis, oversized non-partitioned table diagnosis, table data skew diagnosis, replicated table rationality diagnosis, primary key rationality diagnosis, idle index & hot/cold table optimization suggestions
Pre-check: Aliyun CLI >= 3.3.3 required
Run aliyun version to verify version >= 3.3.3. If not installed or version is too low,
run curl -fsSL https://aliyuncli.alicdn.com/setup.sh | bash to install/update,
or see references/cli-installation-guide.md.
Then [MUST] run aliyun configure set --auto-plugin-install true to enable automatic plugin installation.
[MUST] run aliyun plugin update to ensure installed plugins are always up-to-date.
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
aliyun configure list
Check whether the output contains a valid profile (AK, STS, or OAuth identity).
If no valid profile exists, stop here.
- Obtain credentials from Alibaba Cloud Console
- Configure credentials outside this session (via
aliyun configure in a terminal or environment variables in shell profile)
- Return and re-execute once
aliyun configure list shows a valid profile
[MUST] CLI User-Agent — Every aliyun CLI command invocation must include:
--user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
At the start of the Core Workflow (before any CLI invocation):
[MUST] Enable AI-Mode — AI-mode is required for Agent Skill execution.
Run the following commands before any CLI invocation:
aliyun configure ai-mode enable
aliyun configure ai-mode set-user-agent --user-agent "AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot"
[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.
aliyun configure ai-mode disable
1. Region & Cluster ID Conventions
1.1 Cluster Management (aliyun adb)
Convention: For any interface that requires --db-cluster-id, the aliyun adb command must also explicitly include --biz-region-id. Even if the official/CLI help does not mark it as "required", this Skill's convention takes precedence — always include it to avoid relying on implicit default regions.
Exception: Only when listing resources by region or calling interfaces that do not include --db-cluster-id (such as describe-db-clusters) — --biz-region-id is still required, but the "paired with db-cluster-id" rule does not apply.
<region-id> Source Priority: User explicitly specified → conversation/ticket context → default region from aliyun configure list → confirm with user.
1.2 Intelligent Diagnosis (aliyun adbai)
aliyun adbai describe-chat-message supports two scenarios with different workflows:
Product Knowledge Q&A (No Region or Cluster Required)
When the user asks about product concepts, syntax, feature questions, etc. (e.g., "What is BUILD", "How to create a partitioned table"), no need to confirm region and cluster — execute directly with the following command:
aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-beijing --query "<user question>" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
Instance-Level Diagnosis (Requires Region + Cluster)
When diagnosis involves specific instance data or status (e.g., slow queries, BadSQL, SQL Pattern analysis, instance health inspection, index optimization suggestions, instance diagnosis, table modeling diagnosis, etc.), the following steps must be completed:
- Region Confirmation:
<region-id> source priority is: user explicitly specified → conversation/ticket context → default region from aliyun configure list → confirm with user. If user confirmation is needed, must read references/region-list.md and present options as option cards — forbidden to require manual region ID input.
- Cluster ID Validation: Before calling
aliyun adbai, must first execute aliyun adb describe-db-clusters --api-version 2021-12-01 --biz-region-id <region-id> --region <region-id>, and search for the user's cluster ID in the returned Items.DBCluster[]:
- Match found → validation passed
- Empty list or no match → do not proceed, display actual clusters as option cards for user to select
- User did not provide cluster ID → display cluster list as option cards (≤10 options) for user to select
- Pre-Execution Confirmation: After parameter validation, present the operation to be executed as option cards (e.g., "Continue" / "Cancel") for user confirmation — forbidden to require manual confirmation input.
- Mandatory Checklist (all conditions must be met before execution, none can be omitted):
- Region Routing Rules (P0): The
aliyun adbai service endpoint is not deployed in every region. For all aliyun adbai calls, --region and --endpoint must be forcibly overridden according to the following routing table mapping, even if the user has specified a region — do not use the user's specified values:
| biz-region-id |
--region |
--endpoint |
| cn-hangzhou, cn-shanghai, cn-beijing, cn-shenzhen, cn-hongkong, cn-qingdao, cn-heyuan, cn-chengdu, cn-guangzhou, cn-zhangjiakou, cn-wulanchabu, cn-huhehaote, cn-shanghai-cloudspe, cn-hangzhou-finance, cn-beijing-finance-1, cn-shenzhen-finance-1, cn-shanghai-finance-1 |
cn-beijing |
adbai.cn-beijing.aliyuncs.com |
| ap-southeast-1, ap-southeast-3, ap-southeast-5, ap-southeast-6, ap-southeast-7, ap-northeast-1, ap-northeast-2, eu-central-1, eu-west-1, me-east-1, me-central-1, na-south-1 |
ap-southeast-1 |
adbai.ap-southeast-1.aliyuncs.com |
| us-east-1, us-west-1 |
us-west-1 |
adbai.us-west-1.aliyuncs.com |
Example: User's cluster is in cn-zhangjiakou → --biz-region-id cn-zhangjiakou --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com
All sections below and examples in references/*.md that contain --db-cluster-id without --biz-region-id are automatically supplemented per this section's convention; this is not repeated in each reference — this section takes precedence.
2. Scenario Routing
Product Boundary: This Skill only applies to AnalyticDB for MySQL (ADB MySQL), cluster IDs typically start with am-xxx or amv-xxx. If the user mentions other Alibaba Cloud products (e.g., Elasticsearch, RDS MySQL, PolarDB, ClickHouse, etc.), clearly inform the user that this Skill does not apply and stop execution.
🚨🚨🚨 MUST | P0 | NON-NEGOTIABLE — Mandatory Enforcement Rules (Violation = Failure) 🚨🚨🚨
The following rules have the highest priority and must be enforced unconditionally — they must not be violated under any circumstances:
Rule 1: Mandatory API Invocation
When a user request matches the following scenarios, must immediately execute the corresponding API call — skipping is prohibited:
| User Request Keywords |
MUST-Call API |
Prohibited Behavior |
| "cluster list", "instance list", "all clusters", "list clusters" |
describe-db-clusters |
❌ Not calling API, giving advice directly |
| "data skew", "BadSQL", "slow SQL detection", "running SQL", "idle index", "SQL Pattern", "space diagnosis", "health inspection", "instance diagnosis", "slow query", "RT increase", "cluster stall" and other diagnosis keywords |
DescribeChatMessage |
❌ Not calling API, only giving advice/explaining concepts |
Rule 2: Mandatory Command String Output (First Line of Response)
MUST: Every ADB OpenAPI call, must explicitly output the executed command string at the [first line] or [beginning] of the response.
Mandatory Format (must be strictly followed):
Command executed: `aliyun adb <command-name> --api-version 2021-12-01 --biz-region-id <region-id> [--db-cluster-id <cluster-id>] [other parameters]`
or
Command executed: `aliyun adbai describe-chat-message --region <mapped-region> --endpoint <mapped-endpoint> --biz-region-id <region-id> --query "<user question>"`
[Then diagnostic results, tables, etc.]
Correct Examples:
Command executed: `aliyun adb describe-db-clusters --api-version 2021-12-01 --biz-region-id cn-zhangjiakou --region cn-zhangjiakou`
Query complete! There are 2 ADB MySQL clusters in the Zhangjiakou region...
Command executed: `aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou --query "amv-xxx slow query diagnosis for the last 3 hours"`
Diagnosis complete! Found the following issues...
Incorrect Examples (violation = failure):
❌ Query complete! There are 2 clusters in the Zhangjiakou region... (command string not output)
❌ I called the API to query the cluster list... (complete command not output)
❌ Command executed... (specific command content not output)
❌ aliyun adb describe-db-clusters --biz-region-id cn-zhangjiakou --region cn-zhangjiakou (missing --api-version 2021-12-01)
Rule 3: Prohibited Evasion Behaviors
NON-NEGOTIABLE: The following behaviors are absolutely prohibited:
- ❌ Not calling API and directly giving general advice or concept explanations
- ❌ Calling API but not outputting the complete command string at the beginning of the response
- ❌ Using vague expressions like "We suggest you...", "You can try..." instead of actual diagnosis
- ❌ Only outputting documentation content without executing actual operations
- ❌ Placing the command string in the middle or end of the response
- ❌ Calling
aliyun adb commands without --api-version 2021-12-01 (would default to the old version 2019-03-15)
Violating the above rules = task failure, no exceptions
🔴 Cluster ID Recognition Rule (Highest Priority): If the user-provided cluster ID starts with am- or amv-, then the cluster is definitely an ADB MySQL cluster. No need and must not verify its ownership through aliyun rds, aliyun polardb, aliyun clickhouse, aliyun hbase or other product commands. Violating this rule will result in numerous invalid API calls.
Based on the user's intent, read the corresponding references/ files for detailed operation guidelines.
| User Intent |
Reference File |
When to Use |
MUST-Call API |
| View instance list, instance details, cluster configuration, storage space |
Read references/cluster-info.md then execute |
When the user wants to know what instances exist, instance specifications, or disk usage |
describe-db-clusters / describe-db-cluster-attribute |
| Slow query diagnosis, BadSQL, running queries, SQL Pattern, instance diagnosis, instance write diagnosis, space diagnosis, table modeling diagnosis, data skew, idle index, product knowledge Q&A, etc. |
Read references/cluster-diagnosis.md then execute |
When the user reports performance anomalies, needs instance diagnosis, table modeling optimization, or product knowledge Q&A |
describe-chat-message |
Routing Rules:
- Identify the user's intent and find the matching scenario from the table above
- 🚨 MUST: Immediately execute the corresponding API command (do not skip, do not only give advice): cluster management uses
aliyun adb, intelligent diagnosis uses aliyun adbai describe-chat-message
- 🚨 MUST: Output the command string in the response (e.g.,
aliyun adb describe-db-clusters --api-version 2021-12-01 --biz-region-id <region-id> --region <region-id> or aliyun adbai describe-chat-message --region <mapped-region> --endpoint <mapped-endpoint> --biz-region-id <region-id> --query "<question>")
- Cluster management scenario: read
references/cluster-info.md, execute per its steps; diagnosis scenario: read references/cluster-diagnosis.md, execute per its steps
- If the user's intent cannot be matched to a specific scenario in the table, execute the following default diagnosis workflow:
- Call
describe-db-clusters to confirm the cluster exists and its status is normal
- Use option cards to list the 2-3 most likely routing options (refer to the table above) — forbidden to require manual diagnosis type input
- Based on user selection, route to the corresponding operation and continue execution
- Multiple scenarios can be combined — e.g., first confirm the target instance via cluster info, then diagnose and locate the issue via
describe-chat-message
Cluster ID Validation Rule: If the user-provided cluster ID does not exist in the API response (error code InvalidDBClusterId.NotFound), do not abort the task. Instead, call describe-db-clusters to list the actual clusters in that region, guide the user to confirm the correct cluster ID, and continue execution.
3. Time Parameter Handling
Note: The describe-chat-message interface automatically handles time parameters — no need to manually pass time ranges. The user only needs to describe the time in natural language within --query (e.g., "slow queries in the last 3 hours"), and the interface will parse it automatically.
For cluster information query interfaces like aliyun adb (e.g., describe-db-clusters), no time parameters are needed.
4. Command Reference
4.1 OpenAPI Commands (aliyun-cli)
This Skill uses two CLI command formats:
Cluster Management (aliyun adb)
aliyun adb <command-name> --api-version 2021-12-01 --biz-region-id <region-id> --region <region-id> [--db-cluster-id <cluster-id>] [other parameters] --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
🚨 API Version Mandatory Requirement (P0): When calling aliyun adb, must always explicitly include --api-version 2021-12-01.
ADB MySQL has two API versions (2019-03-15 and 2021-12-01), and the CLI may default to the old version 2019-03-15,
which lacks the interfaces needed by this Skill. Commands without --api-version 2021-12-01 will fail, constituting task failure.
This Skill's Convention: For any row in the table below that "requires --db-cluster-id", the actual command must also include --biz-region-id <region-id> (see Section 1.1). Only describe-db-clusters does not follow the "paired" rule, but still requires --biz-region-id.
| CLI Command Name |
Description |
Requires --db-cluster-id |
describe-db-clusters |
Query ADB MySQL cluster list within a region |
No |
describe-db-cluster-attribute |
Query cluster detailed attributes |
Yes |
describe-db-cluster-space-summary |
Query storage space overview |
Yes |
Intelligent Diagnosis (aliyun adbai)
aliyun adbai describe-chat-message --region <mapped-region> --endpoint <mapped-endpoint> --biz-region-id <region-id> --query "<user question>" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
DescribeChatMessage is the SSE streaming interface of the ADB MySQL intelligent diagnosis assistant, providing product RAG retrieval and instance analysis, kernel diagnosis capabilities. It includes the following diagnosis scenarios:
- Slow SQL Query Diagnosis: Performance metric analysis, BadSQL detection, running SQL analysis, SQL Pattern analysis
- Instance Diagnosis: Instance health inspection, capacity assessment, scaling recommendations
- Instance Write Diagnosis: Write performance analysis, write bottleneck identification
- Table Modeling Diagnosis: Oversized non-partitioned tables, partition rationality, primary key rationality, data skew, replicated table rationality, idle indexes, hot/cold table optimization
| Parameter |
Description |
Required |
--biz-region-id |
User's cluster region ID (product knowledge Q&A uses default value cn-beijing, no user confirmation needed) |
Conditionally required |
--query |
Query content; for instance diagnosis, format is "<cluster-id> <diagnosis question>"; for product knowledge questions, ask directly (e.g., "What is BUILD"). |
Yes |
--region |
Service endpoint region (Skill auto-maps based on --biz-region-id, no user specification needed) |
Auto |
--endpoint |
Service endpoint address (Skill auto-maps based on --biz-region-id, no user specification needed) |
Auto |
--session-id |
Session ID for multi-turn conversations (not passed = new session) |
No |
--timezone |
Timezone, default Asia/Shanghai |
No |
Important: Instance-level diagnosis (slow queries, table modeling, etc.) --query must include the cluster ID; no need to separately pass --db-cluster-id; product knowledge questions do not need a cluster ID. Examples: "amv-xxx slow query diagnosis for the last 3 hours", "What is BUILD"
Examples:
# Slow query diagnosis
aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
--query "amv-xxx slow query diagnosis for the last 3 hours" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
# Instance health inspection
aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
--query "amv-xxx instance health inspection analysis" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
# Table modeling diagnosis
aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
--query "amv-xxx instance space diagnosis and table modeling diagnosis" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
# Data skew detection
aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
--query "amv-xxx detect data skewed tables" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
# Product knowledge Q&A
aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-beijing \
--query "What is BUILD" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
4.2 Common Parameters
Cluster Management Parameters (aliyun adb):
| Parameter |
Description |
Default Value |
--biz-region-id |
Region ID (this Skill requires it when --db-cluster-id is present) |
— |
--region |
Service endpoint region (value matches --biz-region-id, required for aliyun adb commands) |
— |
--db-cluster-id |
ADB MySQL cluster ID (e.g., amv-xxx) |
Required |
--db-cluster-version |
Cluster version (3.0/5.0/All) |
All |
--page-number |
Page number |
1 |
--page-size |
Items per page |
30 |
Intelligent Diagnosis Parameters (aliyun adbai):
| Parameter |
Description |
Default Value |
--biz-region-id |
User's cluster region ID (product knowledge Q&A uses default value cn-beijing, no user confirmation needed) |
Conditionally required |
--query |
Query content; instance diagnosis format "<db-cluster-id> <problem description>", knowledge Q&A asks directly (supports natural language time descriptions). |
Required |
--region |
Service endpoint region (Skill auto-maps based on --biz-region-id, no user specification needed) |
Auto |
--endpoint |
Service endpoint address (Skill auto-maps based on --biz-region-id, no user specification needed) |
Auto |
--session-id |
Session ID (passed for multi-turn conversations) |
Empty (new session) |
--timezone |
Timezone: e.g., Asia/Shanghai, etc. |
Asia/Shanghai |
4.3 Credential Configuration
Alibaba Cloud API credentials are configured via aliyun configure outside this session; the CLI reads them automatically.
Credential Status Check:
aliyun configure list
If the AccessKeyId column in the output is empty or shows <empty>, credentials are not configured. Prompt the user:
- Run
aliyun configure in a terminal outside this session to configure
- Or configure environment variables in shell profile
- Return and continue after configuration is complete
🔴 Important Rules:
- Strictly prohibited from guiding users to input AK/SK credentials in the session
- Strictly prohibited from using
aliyun configure set --access-key-id and other explicit credential parameters
- Credential check must be the first step of the task; if it fails, report and terminate directly
Multiple credential types are supported: AK, StsToken, RamRoleArn, EcsRamRole, etc. See Credential Configuration Documentation.
5. RAM Policy
For the complete RAM permission list required by this Skill, see references/ram-policies.md.
[MUST] Permission Failure Handling: When any command or API call fails due to permission errors during execution, follow this process:
- Read
references/ram-policies.md for the complete permission list required by this Skill
- Use
ram-permission-diagnose skill to guide the user to apply for necessary permissions
- Pause and wait for user confirmation that required permissions have been granted
6. Parameter Confirmation
IMPORTANT: Parameter Confirmation — Before executing any command or API call, all user-configurable parameters (such as biz-region-id, db-cluster-id, --query, etc.) must be confirmed with the user. Do not assume or use default values without the user's explicit approval.
Interaction Mode Mandatory Rule: For any step requiring user confirmation or selection (region, cluster, diagnosis scenario, execution confirmation, etc.), must use option cards — forbidden to require manual input. Specifically:
- Region confirmation → option cards (read
references/region-list.md for options, see Section 1.2 region confirmation rules) — Product knowledge Q&A does not require this step
- Cluster ID selection → option cards (generated from
describe-db-clusters results) — Product knowledge Q&A does not require this step
- Diagnosis scenario selection → option cards (when user intent is unclear, list available diagnosis types)
- Pre-execution confirmation → option cards (e.g., "Continue" / "Cancel") — Product knowledge Q&A does not require this step, execute directly
7. Best Practices
- CLI-First: Prioritize using CLI commands for diagnosis; cluster management uses
aliyun adb, intelligent diagnosis uses aliyun adbai
- Command Output: Every API call must output the complete command string at the beginning of the response
- Error Handling: When cluster ID does not exist, guide the user to select the correct cluster instead of failing directly
- Product Boundary: Only handle ADB MySQL clusters (ID prefix
am- or amv-), do not mix other product APIs
- Options First: For any step requiring user confirmation or selection, always use option cards; do not require manual input
8. Reference Links
| Reference File |
Content |
references/ram-policies.md |
RAM permission list |
references/verification-method.md |
Verification methods |
references/cli-installation-guide.md |
Aliyun CLI installation guide |
references/region-list.md |
Alibaba Cloud region ID list |
references/cluster-info.md |
Cluster info query detailed steps |
references/cluster-diagnosis.md |
Cluster intelligent diagnosis detailed steps |
1---2name: alibabacloud-analyticdb-mysql-copilot3description: Alibaba Cloud AnalyticDB for MySQL Operations & Diagnosis Assistant. Supports cluster info queries, performance monitoring, slow query diagnosis, running SQL analysis, table-level optimization suggestions, etc. Triggers: "ADB MySQL", "AnalyticDB", "cluster list", "slow query", "BadSQL", "data skew", "idle index", "SQL Pattern", "space diagnosis", "table diagnosis", "performance monitoring".4---5
6> **Skill Load Prompt**: When this Skill is loaded, output the following line at the beginning of the first response: `[Skill Loaded] alibabacloud-analyticdb-mysql-copilot — ADB MySQL Operations & Diagnosis Assistant`
7
8This Skill is the **Alibaba Cloud AnalyticDB for MySQL (ADB MySQL) Operations & Diagnosis Assistant**, which directly calls ADB MySQL OpenAPI via `aliyun-cli` to retrieve real-time data and provide diagnostic recommendations.
9
10Core capabilities:
11- **Cluster Management**: View cluster list, cluster details, storage space, accounts, network information
12- **Performance Monitoring**: Query CPU, QPS, RT, memory, connection count and other performance metrics
13- **Slow Query Diagnosis**: Detect BadSQL, analyze SQL Patterns, identify slow query root causes
14- **Running SQL Analysis**: View currently executing SQL, identify long-running queries
15- **Space Diagnosis**: Instance space inspection, covering partition rationality diagnosis, oversized non-partitioned table diagnosis, table data skew diagnosis, replicated table rationality diagnosis, primary key rationality diagnosis, idle index & hot/cold table optimization suggestions
16
17---
18
19> **Pre-check: Aliyun CLI >= 3.3.3 required**
20> Run `aliyun version` to verify version >= 3.3.3. If not installed or version is too low,
21> run `curl -fsSL https://aliyuncli.alicdn.com/setup.sh | bash` to install/update,
22> or see `references/cli-installation-guide.md`.
23> Then [MUST] run `aliyun configure set --auto-plugin-install true` to enable automatic plugin installation.
24> [MUST] run `aliyun plugin update` to ensure installed plugins are always up-to-date.
25
26> **Pre-check: Alibaba Cloud Credentials Required**
27>
28> **Security Rules:**
29> - **NEVER** read, echo, or print AK/SK values (e.g., `echo $ALIBABA_CLOUD_ACCESS_KEY_ID` is FORBIDDEN)
30> - **NEVER** ask the user to input AK/SK directly in the conversation or command line
31> - **NEVER** use `aliyun configure set` with literal credential values
32> - **ONLY** use `aliyun configure list` to check credential status
33>
34> ```bash
35> aliyun configure list
36> ```
37> Check whether the output contains a valid profile (AK, STS, or OAuth identity).
38>
39> **If no valid profile exists, stop here.**
40> 1. Obtain credentials from [Alibaba Cloud Console](https://ram.console.aliyun.com/manage/ak)
41> 2. Configure credentials **outside this session** (via `aliyun configure` in a terminal or environment variables in shell profile)
42> 3. Return and re-execute once `aliyun configure list` shows a valid profile
43
44> **[MUST] CLI User-Agent** — Every `aliyun` CLI command invocation must include:
45> `--user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot`
46
47At the **start** of the Core Workflow (before any CLI invocation):
48**[MUST] Enable AI-Mode** — AI-mode is required for Agent Skill execution.
49Run the following commands before any CLI invocation:
50```bash
51aliyun configure ai-mode enable
52aliyun configure ai-mode set-user-agent --user-agent "AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot"
53```
54**[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.
55AI-mode is only used for Agent Skill invocation scenarios and MUST NOT remain enabled after the skill stops running.
56```bash
57aliyun configure ai-mode disable
58```
59
60---
61
62## 1. Region & Cluster ID Conventions
63
64### 1.1 Cluster Management (aliyun adb)
65
66**Convention**: For any interface that requires **`--db-cluster-id`**, the `aliyun adb` command **must also explicitly include `--biz-region-id`**. Even if the official/CLI help does not mark it as "required", **this Skill's convention takes precedence** — always include it to avoid relying on implicit default regions.
67
68**Exception**: **Only when listing resources by region** or calling interfaces that **do not include** `--db-cluster-id` (such as `describe-db-clusters`) — `--biz-region-id` is still required, but the "paired with db-cluster-id" rule does not apply.
69
70**`<region-id>` Source Priority**: User explicitly specified → conversation/ticket context → default region from `aliyun configure list` → confirm with user.
71
72### 1.2 Intelligent Diagnosis (aliyun adbai)
73
74`aliyun adbai describe-chat-message` supports two scenarios with different workflows:
75
76#### Product Knowledge Q&A (No Region or Cluster Required)
77
78When the user asks about product concepts, syntax, feature questions, etc. (e.g., "What is BUILD", "How to create a partitioned table"), **no need** to confirm region and cluster — **execute directly** with the following command:
79
80```bash
81aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-beijing --query "<user question>" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
82```
83
84#### Instance-Level Diagnosis (Requires Region + Cluster)
85
86When diagnosis involves specific instance data or status (e.g., slow queries, BadSQL, SQL Pattern analysis, instance health inspection, index optimization suggestions, instance diagnosis, table modeling diagnosis, etc.), **the following steps must be completed**:
87
881. **Region Confirmation**: `<region-id>` source priority is: user explicitly specified → conversation/ticket context → default region from `aliyun configure list` → confirm with user. If user confirmation is needed, **must read `references/region-list.md`** and present options as option cards — **forbidden** to require manual region ID input.
892. **Cluster ID Validation**: Before calling `aliyun adbai`, **must first execute** `aliyun adb describe-db-clusters --api-version 2021-12-01 --biz-region-id <region-id> --region <region-id>`, and search for the user's cluster ID in the returned `Items.DBCluster[]`:
90 - Match found → validation passed
91 - Empty list or no match → **do not proceed**, display actual clusters as option cards for user to select
92 - User did not provide cluster ID → display cluster list as option cards (≤10 options) for user to select
933. **Pre-Execution Confirmation**: After parameter validation, present the operation to be executed as option cards (e.g., "Continue" / "Cancel") for user confirmation — **forbidden** to require manual confirmation input.
944. **Mandatory Checklist** (all conditions **must be met** before execution, none can be omitted):
95 - [ ] `biz-region-id` confirmed by user
96 - [ ] `cluster-id` confirmed by user and exists in `describe-db-clusters` returned list
97 - [ ] Pre-execution confirmation obtained from user
985. **Region Routing Rules (P0)**: The `aliyun adbai` service endpoint is not deployed in every region. **For all `aliyun adbai` calls, `--region` and `--endpoint` must be forcibly overridden** according to the following routing table mapping, even if the user has specified a region — do not use the user's specified values:
99
100| biz-region-id | --region | --endpoint |
101|-----------|----------|------------|
102| cn-hangzhou, cn-shanghai, cn-beijing, cn-shenzhen, cn-hongkong, cn-qingdao, cn-heyuan, cn-chengdu, cn-guangzhou, cn-zhangjiakou, cn-wulanchabu, cn-huhehaote, cn-shanghai-cloudspe, cn-hangzhou-finance, cn-beijing-finance-1, cn-shenzhen-finance-1, cn-shanghai-finance-1 | cn-beijing | adbai.cn-beijing.aliyuncs.com |
103| ap-southeast-1, ap-southeast-3, ap-southeast-5, ap-southeast-6, ap-southeast-7, ap-northeast-1, ap-northeast-2, eu-central-1, eu-west-1, me-east-1, me-central-1, na-south-1 | ap-southeast-1 | adbai.ap-southeast-1.aliyuncs.com |
104| us-east-1, us-west-1 | us-west-1 | adbai.us-west-1.aliyuncs.com |
105
106**Example**: User's cluster is in `cn-zhangjiakou` → `--biz-region-id cn-zhangjiakou --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com`
107
108All sections below and examples in `references/*.md` that contain `--db-cluster-id` without `--biz-region-id` **are automatically supplemented per this section's convention**; this is not repeated in each reference — **this section takes precedence**.
109
110## 2. Scenario Routing
111
112> **Product Boundary**: This Skill only applies to **AnalyticDB for MySQL (ADB MySQL)**, cluster IDs typically start with `am-xxx` or `amv-xxx`. If the user mentions other Alibaba Cloud products (e.g., Elasticsearch, RDS MySQL, PolarDB, ClickHouse, etc.), clearly inform the user that this Skill does not apply and stop execution.
113
114---
115
116> **🚨🚨🚨 MUST | P0 | NON-NEGOTIABLE — Mandatory Enforcement Rules (Violation = Failure) 🚨🚨🚨**
117>
118> The following rules have the highest priority and **must be enforced unconditionally** — they **must not be violated** under any circumstances:
119>
120> ### Rule 1: Mandatory API Invocation
121> When a user request matches the following scenarios, **must immediately execute the corresponding API call** — **skipping is prohibited**:
122>
123> | User Request Keywords | MUST-Call API | Prohibited Behavior |
124> |---------------|---------------|----------|
125> | "cluster list", "instance list", "all clusters", "list clusters" | `describe-db-clusters` | ❌ Not calling API, giving advice directly |
126> | "data skew", "BadSQL", "slow SQL detection", "running SQL", "idle index", "SQL Pattern", "space diagnosis", "health inspection", "instance diagnosis", "slow query", "RT increase", "cluster stall" and other diagnosis keywords | `DescribeChatMessage` | ❌ Not calling API, only giving advice/explaining concepts |
127>
128> ### Rule 2: Mandatory Command String Output (First Line of Response)
129> **MUST**: Every ADB OpenAPI call, **must explicitly output the executed command string at the [first line] or [beginning] of the response**.
130>
131> **Mandatory Format** (must be strictly followed):
132> ```
133> Command executed: `aliyun adb <command-name> --api-version 2021-12-01 --biz-region-id <region-id> [--db-cluster-id <cluster-id>] [other parameters]`
134> or
135> Command executed: `aliyun adbai describe-chat-message --region <mapped-region> --endpoint <mapped-endpoint> --biz-region-id <region-id> --query "<user question>"`
136>
137> [Then diagnostic results, tables, etc.]
138> ```
139>
140> **Correct Examples**:
141> ```
142> Command executed: `aliyun adb describe-db-clusters --api-version 2021-12-01 --biz-region-id cn-zhangjiakou --region cn-zhangjiakou`
143>
144> Query complete! There are 2 ADB MySQL clusters in the Zhangjiakou region...
145> ```
146>
147> ```
148> Command executed: `aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou --query "amv-xxx slow query diagnosis for the last 3 hours"`
149>
150> Diagnosis complete! Found the following issues...
151> ```
152>
153> **Incorrect Examples** (violation = failure):
154> ```
155> ❌ Query complete! There are 2 clusters in the Zhangjiakou region... (command string not output)
156> ❌ I called the API to query the cluster list... (complete command not output)
157> ❌ Command executed... (specific command content not output)
158> ❌ aliyun adb describe-db-clusters --biz-region-id cn-zhangjiakou --region cn-zhangjiakou (missing --api-version 2021-12-01)
159> ```
160>
161> ### Rule 3: Prohibited Evasion Behaviors
162> **NON-NEGOTIABLE**: The following behaviors **are absolutely prohibited**:
163> - ❌ Not calling API and directly giving general advice or concept explanations
164> - ❌ Calling API but not outputting the complete command string at the beginning of the response
165> - ❌ Using vague expressions like "We suggest you...", "You can try..." instead of actual diagnosis
166> - ❌ Only outputting documentation content without executing actual operations
167> - ❌ Placing the command string in the middle or end of the response
168> - ❌ Calling `aliyun adb` commands without `--api-version 2021-12-01` (would default to the old version `2019-03-15`)
169>
170> **Violating the above rules = task failure, no exceptions**
171
172---
173
174> **🔴 Cluster ID Recognition Rule (Highest Priority)**: If the user-provided cluster ID starts with `am-` or `amv-`, then the cluster **is definitely** an ADB MySQL cluster. **No need** and **must not** verify its ownership through `aliyun rds`, `aliyun polardb`, `aliyun clickhouse`, `aliyun hbase` or other product commands. Violating this rule will result in numerous invalid API calls.
175
176Based on the user's intent, read the corresponding `references/` files for detailed operation guidelines.
177
178| User Intent | Reference File | When to Use | MUST-Call API |
179|----------|----------|----------|----------------|
180| View instance list, instance details, cluster configuration, storage space | Read `references/cluster-info.md` then execute | When the user wants to know what instances exist, instance specifications, or disk usage | `describe-db-clusters` / `describe-db-cluster-attribute` |
181| Slow query diagnosis, BadSQL, running queries, SQL Pattern, instance diagnosis, instance write diagnosis, space diagnosis, table modeling diagnosis, data skew, idle index, product knowledge Q&A, etc. | Read `references/cluster-diagnosis.md` then execute | When the user reports performance anomalies, needs instance diagnosis, table modeling optimization, or product knowledge Q&A | `describe-chat-message` |
182
183**Routing Rules**:
1841. Identify the user's intent and find the matching scenario from the table above
1852. **🚨 MUST: Immediately execute the corresponding API command** (do not skip, do not only give advice): cluster management uses `aliyun adb`, intelligent diagnosis uses `aliyun adbai describe-chat-message`
1863. **🚨 MUST: Output the command string in the response** (e.g., `aliyun adb describe-db-clusters --api-version 2021-12-01 --biz-region-id <region-id> --region <region-id>` or `aliyun adbai describe-chat-message --region <mapped-region> --endpoint <mapped-endpoint> --biz-region-id <region-id> --query "<question>"`)
1874. Cluster management scenario: read `references/cluster-info.md`, execute per its steps; diagnosis scenario: read `references/cluster-diagnosis.md`, execute per its steps
1885. If the user's intent cannot be matched to a specific scenario in the table, execute the following **default diagnosis workflow**:
189 1. Call `describe-db-clusters` to confirm the cluster exists and its status is normal
190 2. **Use option cards** to list the 2-3 most likely routing options (refer to the table above) — **forbidden** to require manual diagnosis type input
191 3. Based on user selection, route to the corresponding operation and continue execution
1926. Multiple scenarios can be combined — e.g., first confirm the target instance via cluster info, then diagnose and locate the issue via `describe-chat-message`
193
194**Cluster ID Validation Rule**: If the user-provided cluster ID does not exist in the API response (error code `InvalidDBClusterId.NotFound`), do not abort the task. Instead, call `describe-db-clusters` to list the actual clusters in that region, guide the user to confirm the correct cluster ID, and continue execution.
195
196## 3. Time Parameter Handling
197
198> **Note**: The `describe-chat-message` interface automatically handles time parameters — no need to manually pass time ranges. The user only needs to describe the time in natural language within `--query` (e.g., "slow queries in the last 3 hours"), and the interface will parse it automatically.
199>
200> For cluster information query interfaces like `aliyun adb` (e.g., `describe-db-clusters`), no time parameters are needed.
201
202## 4. Command Reference
203
204### 4.1 OpenAPI Commands (aliyun-cli)
205
206This Skill uses two CLI command formats:
207
208#### Cluster Management (aliyun adb)
209
210```bash
211aliyun adb <command-name> --api-version 2021-12-01 --biz-region-id <region-id> --region <region-id> [--db-cluster-id <cluster-id>] [other parameters] --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
212```
213
214> **🚨 API Version Mandatory Requirement (P0)**: When calling `aliyun adb`, **must always explicitly include `--api-version 2021-12-01`**.
215> ADB MySQL has two API versions (`2019-03-15` and `2021-12-01`), and the CLI may default to the old version `2019-03-15`,
216> which lacks the interfaces needed by this Skill. **Commands without `--api-version 2021-12-01` will fail, constituting task failure.**
217
218> **This Skill's Convention**: For any row in the table below that "requires `--db-cluster-id`", the actual command **must also include `--biz-region-id <region-id>`** (see Section 1.1). Only `describe-db-clusters` does not follow the "paired" rule, but still requires `--biz-region-id`.
219
220| CLI Command Name | Description | Requires `--db-cluster-id` |
221|----------|------|:---:|
222| `describe-db-clusters` | Query ADB MySQL cluster list within a region | No |
223| `describe-db-cluster-attribute` | Query cluster detailed attributes | Yes |
224| `describe-db-cluster-space-summary` | Query storage space overview | Yes |
225
226#### Intelligent Diagnosis (aliyun adbai)
227
228```bash
229aliyun adbai describe-chat-message --region <mapped-region> --endpoint <mapped-endpoint> --biz-region-id <region-id> --query "<user question>" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
230```
231
232`DescribeChatMessage` is the SSE streaming interface of the ADB MySQL intelligent diagnosis assistant, providing product RAG retrieval and instance analysis, kernel diagnosis capabilities. It includes the following diagnosis scenarios:
233- **Slow SQL Query Diagnosis**: Performance metric analysis, BadSQL detection, running SQL analysis, SQL Pattern analysis
234- **Instance Diagnosis**: Instance health inspection, capacity assessment, scaling recommendations
235- **Instance Write Diagnosis**: Write performance analysis, write bottleneck identification
236- **Table Modeling Diagnosis**: Oversized non-partitioned tables, partition rationality, primary key rationality, data skew, replicated table rationality, idle indexes, hot/cold table optimization
237
238| Parameter | Description | Required |
239|------|------|:---:|
240| `--biz-region-id` | User's cluster region ID (product knowledge Q&A uses default value `cn-beijing`, no user confirmation needed) | Conditionally required |
241| `--query` | Query content; for instance diagnosis, format is `"<cluster-id> <diagnosis question>"`; for product knowledge questions, ask directly (e.g., `"What is BUILD"`). | Yes |
242| `--region` | Service endpoint region (Skill auto-maps based on `--biz-region-id`, no user specification needed) | Auto |
243| `--endpoint` | Service endpoint address (Skill auto-maps based on `--biz-region-id`, no user specification needed) | Auto |
244| `--session-id` | Session ID for multi-turn conversations (not passed = new session) | No |
245| `--timezone` | Timezone, default `Asia/Shanghai` | No |
246
247> **Important**: Instance-level diagnosis (slow queries, table modeling, etc.) `--query` must include the cluster ID; no need to separately pass `--db-cluster-id`; product knowledge questions do not need a cluster ID. Examples: `"amv-xxx slow query diagnosis for the last 3 hours"`, `"What is BUILD"`
248
249**Examples**:
250
251```bash
252# Slow query diagnosis
253aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
254 --query "amv-xxx slow query diagnosis for the last 3 hours" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
255
256# Instance health inspection
257aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
258 --query "amv-xxx instance health inspection analysis" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
259
260# Table modeling diagnosis
261aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
262 --query "amv-xxx instance space diagnosis and table modeling diagnosis" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
263
264# Data skew detection
265aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-zhangjiakou \
266 --query "amv-xxx detect data skewed tables" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
267
268# Product knowledge Q&A
269aliyun adbai describe-chat-message --region cn-beijing --endpoint adbai.cn-beijing.aliyuncs.com --biz-region-id cn-beijing \
270 --query "What is BUILD" --user-agent AlibabaCloud-Agent-Skills/alibabacloud-analyticdb-mysql-copilot
271```
272
273### 4.2 Common Parameters
274
275**Cluster Management Parameters (aliyun adb)**:
276
277| Parameter | Description | Default Value |
278|------|------|--------|
279| `--biz-region-id` | Region ID (this Skill requires it when `--db-cluster-id` is present) | — |
280| `--region` | Service endpoint region (value matches `--biz-region-id`, required for `aliyun adb` commands) | — |
281| `--db-cluster-id` | ADB MySQL cluster ID (e.g., `amv-xxx`) | Required |
282| `--db-cluster-version` | Cluster version (`3.0`/`5.0`/`All`) | `All` |
283| `--page-number` | Page number | `1` |
284| `--page-size` | Items per page | `30` |
285
286**Intelligent Diagnosis Parameters (aliyun adbai)**:
287
288| Parameter | Description | Default Value |
289|------|------|--------|
290| `--biz-region-id` | User's cluster region ID (product knowledge Q&A uses default value `cn-beijing`, no user confirmation needed) | Conditionally required |
291| `--query` | Query content; instance diagnosis format `"<db-cluster-id> <problem description>"`, knowledge Q&A asks directly (supports natural language time descriptions). | Required |
292| `--region` | Service endpoint region (Skill auto-maps based on `--biz-region-id`, no user specification needed) | Auto |
293| `--endpoint` | Service endpoint address (Skill auto-maps based on `--biz-region-id`, no user specification needed) | Auto |
294| `--session-id` | Session ID (passed for multi-turn conversations) | Empty (new session) |
295| `--timezone` | Timezone: e.g., `Asia/Shanghai`, etc. | `Asia/Shanghai` |
296
297### 4.3 Credential Configuration
298
299**Alibaba Cloud API credentials** are configured via `aliyun configure` **outside this session**; the CLI reads them automatically.
300
301**Credential Status Check**:
302
303```bash
304aliyun configure list
305```
306
307If the AccessKeyId column in the output is empty or shows `<empty>`, credentials are not configured. Prompt the user:
3081. Run `aliyun configure` in a terminal **outside this session** to configure
3092. Or configure environment variables in shell profile
3103. Return and continue after configuration is complete
311
312> **🔴 Important Rules**:
313> - **Strictly prohibited** from guiding users to input AK/SK credentials in the session
314> - **Strictly prohibited** from using `aliyun configure set --access-key-id` and other explicit credential parameters
315> - Credential check must be the first step of the task; if it fails, report and terminate directly
316
317Multiple credential types are supported: AK, StsToken, RamRoleArn, EcsRamRole, etc. See [Credential Configuration Documentation](https://help.aliyun.com/zh/cli/configure-credentials).
318
319## 5. RAM Policy
320
321For the complete RAM permission list required by this Skill, see `references/ram-policies.md`.
322
323> **[MUST] Permission Failure Handling:** When any command or API call fails due to permission errors during execution, follow this process:
324> 1. Read `references/ram-policies.md` for the complete permission list required by this Skill
325> 2. Use `ram-permission-diagnose` skill to guide the user to apply for necessary permissions
326> 3. Pause and wait for user confirmation that required permissions have been granted
327
328## 6. Parameter Confirmation
329
330> **IMPORTANT: Parameter Confirmation** — Before executing any command or API call, all user-configurable parameters (such as biz-region-id, db-cluster-id, --query, etc.) **must be confirmed with the user**. **Do not** assume or use default values without the user's explicit approval.
331>
332> **Interaction Mode Mandatory Rule**: For any step requiring user confirmation or selection (region, cluster, diagnosis scenario, execution confirmation, etc.), **must use option cards** — **forbidden** to require manual input. Specifically:
333> - Region confirmation → option cards (read `references/region-list.md` for options, see Section 1.2 region confirmation rules) — **Product knowledge Q&A does not require this step**
334> - Cluster ID selection → option cards (generated from `describe-db-clusters` results) — **Product knowledge Q&A does not require this step**
335> - Diagnosis scenario selection → option cards (when user intent is unclear, list available diagnosis types)
336> - Pre-execution confirmation → option cards (e.g., "Continue" / "Cancel") — **Product knowledge Q&A does not require this step, execute directly**
337
338## 7. Best Practices
339
3401. **CLI-First**: Prioritize using CLI commands for diagnosis; cluster management uses `aliyun adb`, intelligent diagnosis uses `aliyun adbai`
3412. **Command Output**: Every API call must output the complete command string at the beginning of the response
3423. **Error Handling**: When cluster ID does not exist, guide the user to select the correct cluster instead of failing directly
3434. **Product Boundary**: Only handle ADB MySQL clusters (ID prefix `am-` or `amv-`), do not mix other product APIs
3445. **Options First**: For any step requiring user confirmation or selection, always use option cards; do not require manual input
345
346## 8. Reference Links
347
348| Reference File | Content |
349|----------|------|
350| `references/ram-policies.md` | RAM permission list |
351| `references/verification-method.md` | Verification methods |
352| `references/cli-installation-guide.md` | Aliyun CLI installation guide |
353| `references/region-list.md` | Alibaba Cloud region ID list |
354| `references/cluster-info.md` | Cluster info query detailed steps |
355| `references/cluster-diagnosis.md` | Cluster intelligent diagnosis detailed steps |
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