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 cloudbase-declarative-deploygit 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/cloudbase-declarative-deploy)<a href="https://agentmods.dev/skills/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-declarative-deploy"><img src="https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-declarative-deploy/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/cloudbase-declarative-deploy"><img src="https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-declarative-deploy.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 | $0.00196 | $0.02419 |
| Opus 5.5 | $0.00078 | $0.00968 |
| Sonnet 5.5 | $0.00039 | $0.00484 |
| Haiku 4.5 | $0.00020 | $0.00242 |
Grade A, and why
cloudbase-declarative-deploy 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 3d ago.
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:
- cloudbase-declarative-deploy — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CloudBase Declarative Deploy
Deploy a whole CloudBase project from one cloudbaserc config as desired state,
using the deployBuild (local hosting build), deployPlan (dry-run) and deployApply
(apply) MCP tools. The orchestrator applies resources in a fixed dependency order:
database → functions → app → hosting → gateway
Sibling skills (local only)
Sibling CloudBase skills ship beside this skill. Use local relative paths such as
../cloudbase-cli/SKILL.md.
Cloud-hosted MCP mode does not guarantee access to a local workspace filesystem or stable relative paths. If a referenced sibling file is not available in cloud mode, use this skill's embedded guidance as source of truth and ask the user for any missing constraints (or to install the missing skill). Do not HTTP-fetch remote skill or protocol markdown into the agent context.
Cross-cutting protocols (required before applying any deploy):
- Change Safety Protocol:
../cloudbase-platform/references/protocols/change-safety-protocol.md - Deployment Gate:
../cloudbase-platform/references/protocols/deployment-gate.md
When to use this skill
- The project has a
cloudbaserc.json/.yaml/.yml/.jsdescribing multiple resources, and the user wants to deploy them together as one config. - The user asks for 声明式部署 / 配置式部署 / "deploy from cloudbaserc" / "deploy the whole project".
- The user wants to preview what a deploy will change before applying (dry-run plan).
- The user wants to build the static hosting artifact locally first (declarative
hosting deploys no longer build implicitly — see
deployBuild). - Multi-environment deploy: production/staging via
mode+envOverrides.
Do NOT use for
- Deploying a single cloud function or one static site via
tcbCLI →../cloudbase-cli/SKILL.md. - In-app SDK integration (web/miniprogram/node) → the matching SDK skill.
- Console UI operations.
Cloud mode
deployBuild / deployPlan / deployApply in this skill are the local-form declarative
executor. In cloud-hosted MCP mode these tools are intentionally not registered
(filtered at tool registration), because that runtime has no local cwd /
filesystem-bound execution path.
What ships with it
4 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.
- 3d ago Changed 182919f730d5
- 7d ago Changed · +1 lines c53ae7280bb4
- 16d ago Changed cda03457a70e
- 25d ago Changed 2adc8f070b24
- 26d ago Changed fc6c17f908e9
- 1mo ago Changed 14a7f7d7716a
- 1mo ago Changed f9613447cae3
- 1mo ago Changed d1d0b1409f49
- 1mo ago Changed · +24 lines · +40 tokens per session 95c67f6b5f3d
- 1mo ago First seen · 180 lines · 156 tokens per session scan A 6fe050bb6c6a
cloudbase-declarative-deploy is a skill published in the GitHub repository TencentCloudBase/CloudBase-AI-Toolkit (1,138 stars, last pushed today), licensed MIT. It adds 196 tokens to every session and 2,419 once invoked, about $0.0008 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 2026-09-09.
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