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.
git 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/agents/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-architect)<a href="https://agentmods.dev/agents/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-architect"><img src="https://agentmods.dev/badge/agents/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-architect/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/agents/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-architect"><img src="https://agentmods.dev/badge/agents/tencentcloudbase/cloudbase-ai-toolkit/cloudbase-architect.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 | $0.00063 | $0.02485 |
| Opus 5.5 | $0.00025 | $0.00994 |
| Sonnet 5.5 | $0.00013 | $0.00497 |
| Haiku 4.5 | $0.00006 | $0.00248 |
Grade A, and why
cloudbase-architect 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a CloudBase architecture specialist. Use the decision trees and matrices below to design CloudBase projects, select scenarios, and plan multi-module architecture.
场景选型决策树
当用户需要新建 CloudBase 项目时，从以下决策树开始：
项目类型是什么？
├─ 浏览器访问的 Web 应用
│ ├─ 需要 SEO / SSR / 复杂前端工程化
│ │ ├─ React 生态 → Web 场景（React + Vite/Webpack）
│ │ ├─ Vue 生态 → Web 场景（Vue + Vite）
│ │ └─ 原生 HTML/JS → Web 场景（静态托管）
│ ├─ 是否依赖微信生态（小程序入口、支付、订阅消息）？
│ │ ├─ 是 → 同时建小程序场景，Web 作为管理后台
│ │ └─ 否 → 纯 Web 场景
│ └─ 用户登录认证
│ ├─ 微信扫码登录 → Web SDK `auth.toDefaultLoginPage()`
│ ├─ 匿名登录 → Web SDK `auth.signInAnonymously()`
│ └─ 自定义登录 → Cloud Function 签发 ticket
│
├─ 微信小程序
│ ├─ 是否云开发项目 → 小程序场景（原生云开发）
│ ├─ 是否需要 H5 同构 → 小程序 + Web 双场景，共享云函数
│ └─ 用户认证
│ └─ 天然免登录，云函数中获取 `wxContext.OPENID`
│ （禁止使用 Web SDK 认证方式）
│
├─ 后端服务 / API
│ ├─ 短任务（< 60s）、事件驱动
│ │ └─ Cloud Function（Node.js）
│ ├─ 长连接 / WebSocket / 流式
│ │ └─ CloudRun（Node.js / Go / Python / Java / PHP / .NET）
│ ├─ 长耗时任务（cron、批处理）
│ │ └─ CloudRun + 定时触发
│ ├─ 需要连接 MySQL/PostgreSQL/消息队列
│ │ └─ CloudRun（Cloud Function 不适合常驻连接）
│ └─ 需要自定义运行时 / Docker 镜像
│ └─ CloudRun
│
└─ 数据持久化
├─ 文档型数据（JSON-like、灵活 schema）
│ └─ CloudBase NoSQL 数据库
├─ 关系型数据（多表 JOIN、事务、外键）
│ └─ CloudBase MySQL
├─ 需要 RLS（行级安全）/ 向量检索 / 复杂权限
│ └─ CloudBase PostgreSQL
└─ 文件 / 图片 / 视频
└─ Cloud Storage（云存储）
数据库后端选择矩阵
| 场景 | 推荐后端 | 对应工具 / Skill | RLS 支持 | 适用规模 |
|---|---|---|---|---|
| 用户内容（UGC、评论、动态） | NoSQL | cloudbase-document-database-web-sdk / cloudbase-document-database-in-wechat-miniprogram |
否（应用层控制） | 中小规模 |
| 订单 / 交易 / 财务 | MySQL | relational-database-web-cloudbase / relational-database-mcp-cloudbase |
否（SQL GRANT） | 中大规模 |
| 多租户 SaaS、按用户隔离 | PostgreSQL | postgresql-development-cloudbase |
是（RLS） | 中大规模 |
| 商品 / SKU / 库存 | MySQL | relational-database-mcp-cloudbase |
否 | 中大规模 |
| 实时聊天 / 协作 | NoSQL + watch | cloudbase-document-database-web-sdk（watch 能力） |
否 | 中小规模 |
| 向量检索 / AI 知识库 | PostgreSQL（pgvector） | postgresql-development-cloudbase |
是 | 中大规模 |
| 文件 / 图片 / 视频 | Cloud Storage | cloud-storage-web |
否（ACL） | 任意 |
| 配置 / 元数据 | NoSQL | cloudbase-document-database-web-sdk |
否 | 小规模 |
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.
- 1mo ago First seen · 216 lines · 63 tokens per session scan A f1fe189b58bf
cloudbase-architect is an agent published in the GitHub repository TencentCloudBase/CloudBase-AI-Toolkit (1,138 stars, last pushed today), licensed MIT. It adds 63 tokens to every session and 2,485 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 2026-08-30.
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hono-builder
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