CloudBase AI Toolkit is an integration layer that lets AI coding tools use Tencent CloudBase as an application backend, including databases, authentication, functions, storage, and deployments. Developers use it to have coding agents build and operate CloudBase-backed applications through skills, plugins, commands, and chat-accessible tools. The catalogue entries are the toolkit’s own skills, agents, hooks, plugins, rules, instructions, and MCP tools.
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 skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operationsgit clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-ToolkitWrote 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-ai-toolkit/cloud-api-operations)<a href="https://agentmods.dev/skills/tencentcloudbase/cloudbase-ai-toolkit/cloud-api-operations"><img src="https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-ai-toolkit/cloud-api-operations/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/tencentcloudbase/cloudbase-ai-toolkit/cloud-api-operations"><img src="https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-ai-toolkit/cloud-api-operations.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00072 | $0.01863 |
| Opus 5.5 | $0.00029 | $0.00745 |
| Sonnet 5.5 | $0.00014 | $0.00373 |
| Haiku 4.5 | $0.00007 | $0.00186 |
Grade A, and why
cloud-api-operations 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- cloud-api-operations — 92% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cloud API Operations
Operate Tencent Cloud resources that CloudBase depends on but that no dedicated MCP tool covers (monitoring & alarms, CLB, CAM roles, cross-product infra). Two goals: find the right API without guessing, and reuse proven workflows instead of re-exploring.
Sibling skills (local only)
Sibling CloudBase skills ship beside this skill. Use local relative paths such as ../cloudbase-platform/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.
When to use
- The user asks to manage/operate Tencent Cloud resources beyond CloudBase's dedicated MCP tools (e.g. configure alarm policies, inspect CLB, attach CAM policies).
- The user wants to control these resources from code and asks which API/SDK to use.
- A callCloudApi call failed and you need to classify the error (wrong Action / wrong params / missing CAM permission) and recover.
Workflow
1. Discover the API — resolve names from a documented source
- Read the API index first: https://docs.cloudbase.net/ai/cloudbase-ai-toolkit/api-reference.md — auto-synced daily, action-level coverage (TCB 105 + dependency products: MySQL / SCF / COS). Check rate limits there too. The index check is a quick grep — run it in parallel with step 2/3 fetches, do not serialize.
- If the index does not cover the target product, go to the product's official API docs (e.g. monitor: https://cloud.tencent.com/document/product/649/30343) and confirm the exact Action name, Version, and parameters.
- For machine-readable parameter schema, fetch the official SDK models source directly — see
./references/calling-methods.md§2 item 4.
Done when: the Action name, Version, and full parameter shape each trace to the index, official product docs, or SDK models source — nothing from memory. A call that still returns action ... is invalid or not found means a name was not resolved this way; classify and recover via the error table in ./references/calling-methods.md §1.
What ships with it
15 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.
- LICENSE.md 1.0 KB
- references/calling-methods.md 14 KB
- references/recipes/billing-charges-explained.md 4.8 KB
- references/recipes/cloud-audit-operation-trace.md 20 KB
- references/recipes/credits-exhaustion.md 6.7 KB
- references/recipes/custom-domain.md 30 KB
- references/recipes/icp-filing-readiness.md 16 KB
- references/recipes/pg-instance-spec.md 31 KB
- references/recipes/pg-storage-alarm.md 6.5 KB
- references/recipes/platform-agent-connect.md 5.6 KB
- references/recipes/platform-agent-guardrails.md 6.1 KB
- references/recipes/platform-onboarding.md 5.0 KB
- references/recipes/platform-usage-and-recycle.md 5.2 KB
- references/recipes/README.md 5.6 KB
- references/service-versions.md 4.9 KB
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 · +4 lines 164de7b2ca2c
- 3d ago Changed c7ae8b08b189
- 4d ago Changed · +13 lines 5d9a5ba117e4
- 7d ago Changed · +1 lines e68ee06fa862
- 16d ago Changed fb6cbd8836da
- 18d ago Changed · +2 lines c000b2075ac3
- 25d ago Changed · +1 lines 5f0a359c2938
- 26d ago Changed 8fdf65f77778
- 1mo ago Changed 655ca420dc25
- 1mo ago First seen · 66 lines · 72 tokens per session scan A 446b17f38140
cloud-api-operations is a skill published in the GitHub repository TencentCloudBase/CloudBase-AI-Toolkit (1,138 stars, last pushed today), licensed MIT. It adds 72 tokens to every session and 1,863 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-08.
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