binggg

微信小程序 AI 开发模式（beta）完整开发指南。当开发者需要将小程序改造为 AI 开发模式、封装 SKILL、编写原子接口/原子组件、编写 SKILL.md 或 mcp.json 时触发。覆盖接入流程、项目结构、Schema 设计、content 文本写法、组件约束、最佳实践、常见反例的全部规范。

从零创建带 AI 能力的微信小程序项目。当用户想创建一个全新的微信小程序（不是已有项目上添加功能）时触发。集成云开发、数据库、登录、支付等能力。需要 Node.js 18+ 和 mp-skills CLI。

搜索和安装社区小程序 AI Skill。当用户想在现有小程序项目中添加 AI 能力，但不确定有什么可用的社区 Skill，或不想从头开发时触发。可以从 TencentCloudBase/awesome-miniprogram-skills 等仓库搜索、查看详情并安装。

在已有小程序项目中创建新的 AI Skill。当用户想在现有项目中添加自定义 AI 能力（而非安装现成的社区 Skill）时触发。完整流程：理解需求 → 设计接口 → 调用 wxa-skills-generate 生成代码 → wxa-skills-validate 校验通过。

Use when users need visual direction, interface hierarchy, layout decisions, design specifications, or prototypes before implementing a Web or mini program UI.

WeChat Mini Program development skill for building, debugging, previewing, testing, publishing, and optimizing mini program projects (小程序开发、调试、预览、发布). Covers project structure and config (`project.config.json`, `appid`, `miniprogramRoot`, `tabBar`, routing/navigation, icon assets), WeChat Developer Tools Nightly workflows (`wechatide` CLI, WeChat IDE Skills/MCP), `miniprogram-ci` preview/upload, console/network debugging, message push (消息推送) and customer-service auto-reply (客服消息), mini program SEO / search indexing (小程序搜索优化、页面收录、搜索推广、mpcrawler), and CloudBase integration (`wx.cloud`, 腾讯云开发, 云开发) when explicitly used. Use when users create, develop, modify, debug, preview, deploy, publish, or promote WeChat Mini Programs. NOT for Web frontend (use web-development), pure backend services (use cloudrun-development / cloud-functions), or UI-design-only tasks (use ui-design).

Use when users need to implement, integrate, debug, build, deploy, or validate a Web frontend after the product direction is already clear, especially for React, Vue, Vite, browser flows, or CloudBase Web integration.

Use this skill when you develop, design, build, deploy, debug, migrate, or troubleshoot CloudBase (腾讯云开发, 云开发, TCB, 微信云开发) projects — Web, 微信小程序, 小程序, uni-app, mobile (iOS, Android, Flutter, React Native). Covers UI (页面, 界面, 表单, dashboard, prototype, 原型); auth (登录, 注册, OAuth, publishable key); databases (NoSQL 文档数据库, MySQL 关系型数据库, PostgreSQL/CloudBase PG, app.rdb(), queryPgDatabase/managePgDatabase, CRUD, security rules); 云函数/cloud functions (serverless, scf_bootstrap); CloudRun (云托管, Dockerfile); 云存储; built-in AI (内置大模型, AI 对话, streaming, 流式输出, 图片生成, generateText, streamText, createModel, generateImage, TokenHub, Hunyuan, DeepSeek, GLM, Kimi, Token Credits 资源包, 小程序成长计划); third-party/custom model onboarding (第三方大模型接入, 大模型调用, LLM API); AI agent (智能体, AG-UI, LangGraph); ops troubleshooting (巡检, 诊断, 日志); spec workflow (需求文档, 技术方案, requirements, tasks.md). Do NOT use for non-CloudBase projects, pure frontend without CloudBase, or self-hosted backends without CloudBase.

Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance criteria, or architecture-heavy requests.