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williamwang25
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cloudbase

Guide CloudBase development, deployment, debugging, and operations across Web, mini programs, and AI.

Updated May 14, 2026
Search Tags:#deployment#authentication#mcp#cloudbase#cloudrun#ai model integration#ops troubleshooting
One-click install
npx skills add https://github.com/williamwang25/ams-admin --skill cloudbase-williamwang25
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cloudbase
Source: https://github.com/williamwang25/ams-admin/tree/main/.windsurf/skills/cloudbase
Command: npx skills add https://github.com/williamwang25/ams-admin --skill cloudbase-williamwang25

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It helps you design and implement CloudBase solutions end-to-end, covering Web/H5, WeChat mini programs, backends, AI features, and operational troubleshooting without getting stuck on incorrect platform/tool selection.

Core Features & Use Cases

  • CloudBase development playbook: Guides end-to-end workflows for developing, deploying, and maintaining CloudBase apps and services (Web, mini programs, databases, functions, CloudRun, storage, and static hosting).
  • AI capability integration: Covers AI model invocation patterns and mandatory preflight checks (Token Credits / model enablement) for Web, mini program, and Node/CloudRun usage.
  • Operational inspection & troubleshooting: Provides AIOps-style diagnosis and health inspection patterns across functions, CloudRun, databases, and logs (CLS).
  • Safe routing & guardrails: Enforces the correct “MCP first” control-plane workflow and prevents common mistakes like mixing Web and mini program auth/SDK boundaries.
  • Deployment workflow standards: Recommends deterministic backend-first deployment order and how to update endpoints and documentation.

Quick Start

Ask for: "Set up my CloudBase environment with MCP, then help me implement and deploy a Web admin page that includes login and a streaming AI chat, and verify the runtime by running the browser flow."

Frequently Asked Questions about cloudbase

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I deploy a Web app and mini program on Tencent CloudBase?▼

To deploy on Tencent CloudBase, you must follow a deterministic backend-first deployment order, correctly configuring MCP control-plane workflows and platform routing boundaries for both Web and mini program SDKs before updating endpoints.

What is the correct workflow for AI model integration on CloudBase?▼

AI model integration on CloudBase requires mandatory preflight checks for Token Credits and model enablement. You must verify AI preflight eligibility and model-group readiness before invoking AI models from Web, mini program, or Node/CloudRun environments.

Can I use Vue and React frontends with CloudRun backends in CloudBase?▼

Yes, CloudBase supports full-stack Vue, React, Vite, and Next-style frontends integrated with Node and CloudRun backend services. It enforces safe routing guardrails to prevent mixing Web and mini program authentication boundaries across these components.

Why does my CloudBase authentication configuration fail across different platforms?▼

CloudBase authentication fails when Web and mini program SDK boundaries are mixed. You must apply the correct platform routing boundaries and enforce the mandatory MCP-first control-plane workflow to resolve configuration conflicts.

What is the best way to troubleshoot CloudRun service logs and database issues?▼

The best way to troubleshoot CloudBase issues is using AIOps-style diagnosis patterns to inspect health across functions, CloudRun, databases, and CLS logs. This operational inspection identifies runtime errors without incorrect platform selection.

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