ops-inspector SKILL.md skillA
ops-inspector from tencentcloudbase/cloudbase-ai-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tencentcloudbase/cloudbase-ai-toolkit/ops-inspector@v2.36.0Pins v2.36.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tencentcloudbase/cloudbase-ai-toolkit
- Path
plugin/cloudbase/skills/ops-inspector/SKILL.md- Versions recorded
- 19
- Latest version
- v2.36.0, committed Oct 19, 2026
- First version recorded
- Aug 28, 2026
- Size
- 15,250 bytes
- Repository stars
- 1,163
- License
- MIT
AIOps-style CloudBase inspection skill (v3). Use when users need health checks, log diagnosis, alarm interpretation (CPU alert normal?, peak QPS), metrics via queryEnv(action=metrics), or fault playbooks for 429 / AI model 429 / function timeout / function 404 / ACCESS_TOKEN_INVALID / zero invocations. Triggers on 巡检, 诊断, 告警, 峰值 QPS, 限频, 调用量为 0, troubleshooting.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## 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**, **AI 模型 429 / Token 额度**, **云函数超时或轮询超时（`-404005`/433）**, **云函数 404**, **ACCESS_TOKEN_INVALID**, or **调用量为 0**. ### Read before writing code if …
Read the whole file at its exact version.
How to install
mdr add tencentcloudbase/cloudbase-ai-toolkit/ops-inspector@sha256:d362eeeda4e4817fThe line at the top of this page pins the label v2.36.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_d6cvwnp2jnaeu3ku)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 19 versions of this file, between Aug 28, 2026 and Oct 19, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.36.0 latest | 2026-10-19 | d8a63ea | 15,250 B | A | view · diff |
| v2.35.2 | 2026-10-15 | 3798a3f | 15,250 B | A | view · diff |
| v2.35.2 | 2026-10-13 | 734a1ac | 14,778 B | A | view · diff |
| v2.35.1 | 2026-10-12 | 641a378 | 14,778 B | A | view · diff |
| v2.35.1 | 2026-10-09 | 87e9f61 | 14,238 B | A | view · diff |
| v2.34.8 | 2026-09-30 | 21f02d8 | 14,225 B | A | view · diff |
| v2.34.6 | 2026-09-21 | 4da777e | 14,225 B | A | view · diff |
| v2.34.5 | 2026-09-20 | 9e570a2 | 14,225 B | A | view · diff |
| v2.34.4 | 2026-09-16 | 026f05a | 14,225 B | A | view · diff |
| v2.34.3 | 2026-09-16 | 3a84e5a | 14,225 B | A | view · diff |
| v2.34.3 | 2026-09-14 | 3c08f98 | 14,225 B | A | view · diff |
| v2.34.2 | 2026-09-13 | 979b4fe | 14,225 B | A | view · diff |
| v2.34.1 | 2026-09-13 | a2baf23 | 14,225 B | A | view · diff |
| v2.34.0 | 2026-09-13 | 9f8788a | 14,225 B | A | view · diff |
| v2.33.2 | 2026-09-08 | 40c0589 | 14,225 B | A | view · diff |
| v2.33.1 | 2026-09-08 | 8ed5565 | 14,225 B | A | view · diff |
| v2.33.0 | 2026-09-04 | 3ce25cd | 14,225 B | A | view · diff |
| v2.32.5 | 2026-09-01 | 8600cb3 | 14,225 B | A | view · diff |
| v2.32.4 | 2026-08-28 | 6d2a36e | 14,225 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15250 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tencentcloudbase/cloudbase-ai-toolkit · 1,163 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_d6cvwnp2jnaeu3ku GET https://markdownregistry.com/api/v1/resolve?ref=tencentcloudbase/cloudbase-ai-toolkit/ops-inspector GET https://markdownregistry.com/api/v1/blob/d362eeeda4e4817fe48aa26c142bb20d8a6686f927ee97caf3a65477fd300a87
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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