Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/tencentcloudbase/cloudbase-skills/ops-inspectornpx skills add TencentCloudBase/cloudbase-skills --skill ops-inspectorgit clone --depth 1 https://github.com/TencentCloudBase/cloudbase-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/tencentcloudbase/cloudbase-skills/ops-inspector)<a href="https://agentmods.dev/skills/tencentcloudbase/cloudbase-skills/ops-inspector"><img src="https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-skills/ops-inspector.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00099 | $0.03459 |
| Opus 5 | $0.00049 | $0.01729 |
| Sonnet 5 | $0.00020 | $0.00692 |
| Haiku 4.5 | $0.00010 | $0.00346 |
Grade A, and why
ops-inspector scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to ops-inspector — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 285 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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.
Then also read
- Alarm interpretation baselines ->
references/alarm-interpretation.md - Fault playbooks (429 / 404 / token / zero calls) ->
references/fault-playbooks.md - Cloud function issues ->
../cloud-functions/SKILL.md - CloudRun issues ->
../cloudrun-development/SKILL.md - Database issues ->
../postgresql-development-cloudbase/SKILL.mdfor CloudBase PG / PostgreSQL,../relational-database-mcp-cloudbase/SKILL.mdfor MySQL, or../cloudbase-document-database-web-sdk/SKILL.mdfor NoSQL - Auth readiness (token failures) ->
../auth-tool-cloudbase/SKILL.md - Platform overview ->
../cloudbase-platform/SKILL.md
Do NOT use for
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday Changed 2696c62bce34
- 4d ago First seen · 285 lines · 99 tokens per session scan A 98ca83f5d281
ops-inspector is a skill published in the GitHub repository TencentCloudBase/cloudbase-skills (30 stars, last pushed 2d ago), licensed MIT. It adds 99 tokens to every session and 3,459 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to ops-inspector, differing in 2 lines, and is treated as a copy.
Other skills, from other repositories
cloud-architect
Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost…
rule
Skill "rule" from x-cmd/x-cmd, covering rule — rules to rule, 核心命令, 规则文件格式, 示例 and 验证规则文件格式.
cve
Look up CVE records via x cve — cached, zero-API-key, daily xz TSV. Load for cve, vulnerability id, kev, epss, nvd, cvelist, or security advisory.
azmon-mirroredcatalogs-operations-cli
Brings Azure Monitor, Application Insights, and Log Analytics telemetry into Fabric as Eventhouse external delta tables and correlates it with business data. Use to onboard observability data, judge whether latency or availability affected revenue, or build a Real-Time dashboard and Operations Agent over it.
atmos-auth
Authentication and identity management: providers (SSO/SAML/OIDC/GCP/Atmos Pro), identities, keyring, identity chaining, login/exec/shell/console, and github/sts for private GitHub access.
terraform-search-import
Discover existing cloud resources using Terraform Search queries and bulk import them into Terraform management. Use when bringing unmanaged infrastructure under Terraform control, auditing cloud resources, or migrating to IaC.