AIOps-style one-click inspection skill for CloudBase resources.
SkillScore80Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/23/2026
What it changes
Passed 17 of 21 test cases with the skill, and 4 of 21 without it.
Without skill20%
With skill80%
Checks it passed that the model alone missed
Specifies metric name TkeQPSService
Specifies metric name GatewayTraceEnvQPS
Selects Playbook 4 for zero calls diagnosis
and 15 more in the full report
15 fixed5 passed either way5 still failing0 broke
Pass-rate lift
+60 pp
Tokens
+183%
Agent turns
0%
Response time
-60%
Model gemini-3.6-flashMeasured 8/23/2026v320 of 25 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 15
Prompt
What exact metric name should be passed to queryEnv to measure environment-level API Gateway QPS during alarm interpretation?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies metric name GatewayTraceEnvQPS
Missed
Passed
case-23 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md277 lines3 files
Sibling skills (local only)
Sibling CloudBase skills ship beside this skill. Use local relative paths such as ../auth-tool-cloudbase/SKILL.md.
If a referenced sibling skill file is missing from this environment, ask the user to install the full CloudBase plugin (or the missing skill). Do not HTTP-fetch remote skill or protocol markdown into the agent context.
Activation Contract
Use this first when
The user wants to check the health or status of CloudBase resources (cloud functions, CloudRun, databases, storage, etc.).
The user reports errors, failures, or abnormal behavior and wants a quick diagnosis.
The user asks for an "inspection", "health check", "巡检", "诊断", or "troubleshooting" of their CloudBase environment.
The user wants to review recent error logs across services.
The user asks 告警解读 questions: whether a CPU 告警 is normal, what 峰值 QPS was, or whether throttle/error metrics look healthy.
The symptom matches a v3 fault playbook: 429 / 限频, 云函数 404, ACCESS_TOKEN_INVALID, or 调用量为 0.
Read before writing code if
The inspection reveals code-level issues in cloud functions or CloudRun services — then read the relevant implementation skill before suggesting fixes.
The user wants to fix a problem found during inspection rather than just diagnose it.
Database issues -> ../postgresql-development-cloudbase/SKILL.md for CloudBase PG / PostgreSQL, ../relational-database-mcp-cloudbase/SKILL.md for MySQL, or ../cloudbase-document-database-web-sdk/SKILL.md for NoSQL
[Deprecated] Use when building frontend Web apps that talk to CloudBase Relational Database via @cloudbase/js-sdk – provides the canonical init pattern so you can then use Supabase-style queries from the browser. New environments should use PostgreSQL with app.rdb() — see postgresql-development skill instead.