jsonlee12138
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- ▌ Andrej Karpathy Perspective · jsonlee12138 bundleAndrej Karpathy的思维框架与表达方式。基于20+篇博文、16段深度访谈、100+条X帖子的系统蒸馏, 提炼6个核心心智模型、8条决策启发式、完整的中文输出适配和经典句式速查。 用途:作为思维顾问,用Karpathy的视角分析AI技术可靠性、学习方法、行业趋势、产品设计。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「卡帕西」「karpathy模式」时使用。 也适用于:Software 2.0/3.0讨论、vibe coding话题、神经网络训练、AI炒作判断、LLM能力边界。 即使用户只是说「从工程现实主义角度」「march of nines」「构建即理解」「锯齿状智能」也可触发。 不在用户只是普通问AI相关问题时触发——只在明确想要Karpathy式思维框架时激活。
- ▌ Cloudbase · jsonlee12138 bundleUse 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. Covers Web apps (React, Vue, Vite, Next, Nuxt, dashboards, 管理后台), 微信小程序, 小程序, uni-app, native/mobile (iOS, Android, Flutter, React Native) via HTTP API. Includes UI (页面, 界面, 登录页, 表单, form, dashboard, prototype, 原型), auth (登录, 注册, OAuth, 微信登录, publishable key), databases (NoSQL 文档数据库, MySQL, PostgreSQL/CloudBase PG, app.rdb(), queryPgDatabase/managePgDatabase, CRUD, security rules), 云函数 (serverless, scf_bootstrap, HTTP Functions), CloudRun (云托管, Dockerfile), 云存储 (file upload, hosting, 静态托管). Built-in AI (内置大模型, streaming, 流式输出, image generation, 图片生成, generateText, streamText, createModel, generateImage, TokenHub, Hunyuan, hunyuan-exp, DeepSeek, GLM, Token Credits 资源包, 小程序成长计划), 第三方大模型, 大模型接入, 大模型调用, LLM API, chatbot, AI 助手, AI agent, 智能体, AG-UI, LangGraph, LangChain. Ops (巡检, 诊断, health check, 日志, troubleshooting). Spec workflow (需求文档, 技术方案, requirements, tasks.md).
- ▌ HTTP API Cloudbase · jsonlee12138 bundleCloudBase official HTTP API client guide. This skill should be used when backends, scripts, or non-SDK clients must call CloudBase platform APIs over raw HTTP instead of using a platform SDK or MCP management tool.
- ▌ Auth Tool Cloudbase · jsonlee12138 bundleCloudBase auth provider configuration and login-readiness guide. This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites, login methods, SMS/email sender setup, or other provider-side readiness before implementing a client or backend auth flow.
- ▌ UI Design · jsonlee12138 bundleUse when users need visual direction, interface hierarchy, layout decisions, design specifications, or prototypes before implementing a Web or mini program UI.
- ▌ Cloudbase CLI · jsonlee12138 bundleCloudBase CLI (tcb, 云开发CLI, Tencent CloudBase命令行) resource management skill. This skill should be used when users need to deploy cloud functions, manage CloudRun apps, upload files to storage, query NoSQL/MySQL databases, deploy static hosting, set access permissions, or configure CORS/domains/routing via tcb commands. Also use for CI/CD pipeline scripting, batch operations, terminal-based CloudBase management, or when the user prefers CLI over SDK/MCP.
- ▌ Ops Inspector · jsonlee12138AIOps-style one-click inspection skill for CloudBase resources. Use this skill when users need to diagnose errors, check resource health, inspect logs, or run a comprehensive health check across cloud functions, CloudRun services, databases, and other CloudBase resources.
- ▌ Spec Workflow · jsonlee12138Use 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.
- ▌ Cloudbase Agent · jsonlee12138 bundleBuild and deploy AI agents with CloudBase Agent SDK (TypeScript & Python). Implements the AG-UI protocol for streaming agent-UI communication. Use when deploying agent servers, using LangGraph/LangChain/CrewAI adapters, building custom adapters, understanding AG-UI protocol events, or building web/mini-program UI clients. Supports both TypeScript (@cloudbase/agent-server) and Python (cloudbase-agent-server via FastAPI).
- ▌ Cloudbase Agent 2 · jsonlee12138 bundleBuild and deploy AI agents with Cloudbase Agent (TypeScript), a TypeScript SDK implementing the AG-UI protocol. Use when: (1) deploying agent servers with @cloudbase/agent-server, (2) using LangGraph adapter with ClientStateAnnotation, (3) using LangChain adapter with clientTools(), (4) building custom adapters that implement AbstractAgent, (5) understanding AG-UI protocol events, (6) building web UI clients with @ag-ui/client, (7) building WeChat Mini Program UIs with @cloudbase/agent-ui-miniprogram.
- ▌ Data Model Creation · jsonlee12138Optional advanced tool for complex data modeling. For simple MySQL table creation, use relational-database-tool directly; for PostgreSQL / CloudBase PG schema work, use postgresql-development.
- ▌ Cloudrun Development · jsonlee12138CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services that require long connections, multi-language support, custom environments, or AI agent development.
- ▌ Cloudbase Code Review · jsonlee12138 bundleCode review and validation for CloudBase projects. After writing code for Web / miniprogram / CloudRun / cloud-function projects, call this skill to check for known pitfalls — auth guard misuse, missing database tables, RLS misconfiguration, storage domain setup, and SDK API misuse. Supports automated lint scripts (regex-based) + LLM semantic review.
- ▌ Relational Database MCP Cloudbase · jsonlee12138This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `querySqlDatabase`, `manageSqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates.
- ▌ Cloudbase Wechat Integration · jsonlee12138 bundleCloudBase WeChat integration guide for Mini Program WeChat Pay, Official Account JSAPI Pay, Native QR-code Pay, Official Account OAuth, openid handling, payment callbacks, and CloudBase Integration Center generated functions. This skill should be used when users ask to add, debug, or extend WeChat payment or official-account flows on CloudBase.
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- ▌ Ghrepo · jsonlee12138 bundleCLI tool for GitHub repository contents - browse, inspect, download, create, update, and delete files in any GitHub repository without cloning. Use when the agent needs to: (1) List directory contents of a remote GitHub repo, (2) Read/cat file contents from GitHub, (3) Download files or directories from GitHub to local filesystem, (4) Check file/directory metadata (type, SHA, size), (5) Create or update files in a GitHub repo (with commit message), (6) Delete files from a GitHub repo (with commit message), (7) Verify GitHub token authentication, (8) Initialize a project with AGENTS.md for a target repo. Triggers: "github repo", "remote file", "ghrepo", "browse repo", "download from github", "upload to github", "delete from github", "repo contents", "init repo".
- ▌ Makefile · jsonlee12138 bundleUse when creating, editing, or validating Makefiles. Provides templates for Go, Node, Python, Docker, and Monorepo projects with self-documenting help targets. Also validates existing Makefiles against conventions. Triggers on: Makefile, makefile, make help, validate makefile, lint makefile.
- ▌ Solo Ops · jsonlee12138 bundleAI team role manager for multi-agent development workflows. Use when the user wants to create/delete team roles, open role sessions in WezTerm tabs, assign tasks to roles, check team status, or merge role branches. Triggers on /solo-ops commands, "create a team role", "open role session", "assign task to role", "show team status", "merge role branch".
- ▌ Components · jsonlee12138 bundleUse when designing, implementing, or reviewing React/TypeScript components with naming conventions, props typing, hooks usage, and UnoCSS styling standards.
- ▌ Actions NPM · jsonlee12138 bundleUse when creating or debugging GitHub Actions workflows that publish npm packages with trusted publishing / OIDC. Triggers on npm publish in CI, ENEEDAUTH, E404 or E422 during publish, tag-triggered releases, setup-node auth behavior, or provenance issues in public vs private GitHub repositories.
- ▌ Claude Design · jsonlee12138 bundleUnified design workflow router for critique, accessibility review, developer handoff, design system work, UX copy, user research, and research synthesis. Use when users ask naturally for design feedback, mockup review, a11y audit, handoff specs, UX writing, research planning, research synthesis, or mention Figma, Pencil, or HTML design workflows and should not need to invoke separate sub-skills manually.
- ▌ Eslint Config · jsonlee12138 bundleUse when configuring ESLint with @antfu/eslint-config for a single project or a monorepo workspace, including flat config setup, shared config packages, commit quality hooks, or migrations from legacy ESLint configs.
- ▌ Unocss Shadcn · jsonlee12138 bundleConfigure UnoCSS with unocss-preset-shadcn using a semi-automatic, framework-agnostic workflow. Use when setting up or updating UnoCSS + shadcn integration, deciding monorepo vs single-project component destinations, enforcing peerDependencies in monorepos, and requiring shadcn MCP + manual component creation mode.
- ▌ Vite Tanstack · jsonlee12138 bundleTanStack (Router/Query/Form/Table) configuration guide for Vite + React projects. Covers Vite plugin setup, main.tsx registration, DevTools configuration, and editor settings. Use when setting up or reviewing TanStack config in a Vite project. Triggers on: vite-tanstack, tanstack config, tanstack router setup, tanstack query setup, tanstack form setup, tanstack table setup.
- ▌ Design Patterns Principles · jsonlee12138 bundleUse when a request asks for software design patterns or design principles, including explanations, comparisons, summaries, or quick reference grounded in local docs.
- ▌ Tdd · jsonlee12138 bundleAcceptance-first TDD workflow for solo implementation work. Use when handling a coding change directly and you want to follow a disciplined sequence: read context, define acceptance criteria, write failing tests when feasible, implement, verify, and conclude with passed, failed, or skipped with reason.
- ▌ Agent Team · jsonlee12138Compatibility shell for the legacy umbrella agent-team skill. Use only when older prompts still reference `agent-team`; route the request to the dedicated scenario skill instead of treating this file as the primary execution surface.
- ▌ Role Browser · jsonlee12138Read-only local role browsing skill for controller, worker, and human sessions. Use when the user wants to list available local roles without creating roles or managing repositories.
- ▌ Role Creator · jsonlee12138Create or update role-specific skill packages with deterministic files. Supports output to skills/ (open-source publishing) or .agent-team/teams/ (team use). Triggers: 创建角色, 新建 role, create role, 更新 role scope, edit role, update role, add role skill, 修改角色配置. Use when the user asks to create, update, or edit frontend/backend/product (or custom) role skills with auto-generated role fields, guided brainstorming fallback, and curated skills selection.
- ▌ Pd · jsonlee12138 bundle产品总监角色,精通产品战略、用户研究、优先级排序、路线图规划、SaaS 指标分析、研讨会引导和团队领导力发展,覆盖从发现到交付的完整产品管理生命周期 Use when the user asks for pd-related work such as: 产品战略与定位, 用户研究与客户发现, 优先级排序与路线图, saas 指标与财务分析, 用户故事与 epic 管理, 竞品分析与市场评估, 研讨会引导与协作, pm 到 director/vp/cpo 职业发展教练, 定价策略, 创新冲刺与验证实验.
- ▌ Pm · jsonlee12138 bundleFull-stack product manager covering strategy, discovery, execution, go-to-market, market research, data analytics, marketing growth, and PM toolkit Use when the user asks for product-manager-related work such as: product strategy & vision, market research & competitive analysis, product discovery & feature prioritization, prd & user story creation, sprint planning & retrospectives, go-to-market strategy, data analytics & a/b testing, pricing & monetization, okr & metrics definition, stakeholder management.
- ▌ Brainstorming · jsonlee12138 bundleUse when users explicitly ask to brainstorm, shape requirements, compare approaches, or produce a planning/design document before implementation. Turn rough ideas into validated brainstorming/design docs through focused dialogue, role-based analysis, and explicit user approval. Do not trigger this skill for straightforward implementation requests that do not need dedicated design exploration.
- ▌ Task Inspector · jsonlee12138Read-only task inspection skill for controller, worker, and human sessions. Use when the user wants to view task status, inspect a task, or list tasks without changing lifecycle state.
- ▌ Task Splitting · jsonlee12138 bundleDecompose requirement, design, or brainstorming documents into reviewable task drafts with one function per task and one file per task, then create `agent-team` task packages only after explicit approval. Use when turning a document into tasks, splitting oversized tasks, validating task boundaries, or preparing approved task files for `agent-team task create`.
- ▌ Catalog Browser · jsonlee12138Read-only catalog browsing skill for searching and viewing role catalog information. Use when the user wants to list, search, inspect, or review catalog repositories and statistics.
- ▌ Context Cleanup · jsonlee12138Session context cleanup and file re-anchoring strategy for controller and worker sessions. Use when the session is drifting, phases change, or resumed work needs index-first recovery from files.
- ▌ Worker Dispatch · jsonlee12138Controller-side worker dispatch entry for opening workers, checking targeted worker status, and replying to workers with existing `agent-team worker` and `agent-team reply` commands.
- ▌ Worker Recovery · jsonlee12138Worker-first recovery entry for resuming the current assignment from file artifacts. Use when a worker needs to recover task context, continue work, or re-anchor after a pause.
- ▌ Worker Inspector · jsonlee12138Read-only worker inspection skill for controller and human sessions. Use when the user wants to view worker status without opening a worker or sending a reply.
- ▌ Project Bootstrap · jsonlee12138Project bootstrap and migration entry for initializing agent-team in a repository or migrating legacy project state.
- ▌ Role Repo Manager · jsonlee12138Role source management skill for finding, adding, listing, checking, updating, and removing role repositories. Use when the user is managing where roles come from rather than browsing the catalog.
- ▌ Rules Maintenance · jsonlee12138Rule refresh skill for syncing built-in rule templates and generated rule artifacts. Use when the user asks to sync rules or fix rule drift.
- ▌ Skill Maintenance · jsonlee12138Skill cache maintenance skill for checking, updating, and cleaning installed skill artifacts. Use when the user asks to inspect or refresh skill cache state.
- ▌ Task Orchestrator · jsonlee12138Scenario-first task lifecycle entry for controller and human sessions. Use when the user asks to create, assign, complete, archive, or inspect task flow through `agent-team task` commands.
- ▌ Worker Reply Main · jsonlee12138Worker-first reporting entry for sending completion, blocker, or decision-needed messages back to main through `agent-team reply-main`.
- ▌ QA Tester · jsonlee12138 bundle测试编写与集成验证工程师,负责 agent-team 项目的单元测试、CLI 命令测试和端到端集成验证 Use when the user asks for qa-tester-related work such as: go 单元测试编写, cli 命令测试, 端到端集成测试, 构建验证 (go build/vet/test), 测试覆盖率分析.
- ▌ Systematic Debugging · jsonlee12138 bundleUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes
- ▌ Go Backend · jsonlee12138 bundleGo CLI 核心代码开发者,负责 agent-team 项目 internal/ 和 cmd/ 目录下的所有 Go 代码改动 Use when the user asks for go-backend-related work such as: go 代码开发 (internal/ + cmd/), cobra cli 命令实现, yaml 数据模型设计与存储, 单元测试编写, 代码重构.
- ▌ Uniapp Dev · jsonlee12138 bundle资深 UniApp 开发工程师,专精于 UnoCSS 原子化 CSS、Vite 工程化、UniApp 跨平台开发和 UCharts 数据可视化,具有丰富的小程序/H5/App 全场景交付经验 Use when the user asks for uniapp-dev-related work such as: uniapp 跨平台开发(h5/微信小程序/app), unocss 原子化 css 配置与自定义规则, vite 构建配置与插件开发, ucharts 图表组件开发与数据可视化, vue 3 组件设计与应用架构, 前端性能优化与最佳实践, 类型安全(typescript)与工程化实践.
- ▌ Workflow Orchestrator · jsonlee12138Governance-only workflow plan entry for controller and human sessions. Use when the user asks to generate, approve, activate, or close workflow plans through `agent-team workflow plan`.
- ▌ Rules Writer · jsonlee12138 bundle规则文件与 Provider 文件编写者,负责 .agents/rules/*.md、CLAUDE.md、AGENTS.md、GEMINI.md 的内容编写与维护 Use when the user asks for rules-writer-related work such as: markdown 规则文件编写 (.agents/rules/), provider 文件编写 (claude.md/agents.md/gemini.md), 规则索引维护, 上下文管理规则设计, 任务协议文档编写.
- ▌ Vite React Dev · jsonlee12138 bundle资深 Vite-React 开发工程师,专精于 UnoCSS 原子化 CSS、Vite 工程化、Vitest 测试、React 现代开发模式和 TanStack 全家桶(Router/Query/Form/Table),具有丰富的 SPA 应用交付经验 Use when the user asks for vite-react-dev-related work such as: react 组件开发与架构设计, vite 构建配置与插件开发, unocss 原子化 css 配置与自定义规则, tanstack router/query/form/table 集成开发, vitest 单元测试与集成测试, typescript 类型安全实践, 前端性能优化与最佳实践.
- ▌ Growth Marketer · jsonlee12138 bundleGrowth marketing role for project promotion across social media platforms, content creation, and community engagement Use when the user asks for growth-marketer-related work such as: social media content creation, x/twitter thread writing, launch announcement drafting, developer community outreach, content calendar planning, copywriting for technical audiences, hashtag and seo strategy, basic legal compliance review for published content.
- ▌ Pencil Designer · jsonlee12138 bundleSenior Pencil UI/UX Designer specializing in design systems, responsive interfaces, and accessible applications with mandatory Pencil MCP integration Use when the user asks for pencil-designer-related work such as: design system creation, web/mobile ui design, component design, responsive design, accessibility compliance (wcag), design asset generation, pencil mcp workflows.
- ▌ Frontend Architect · jsonlee12138 bundle专精于前端项目架构设计和工程化的角色,负责项目搭建、架构设计、代码质量把控。掌握现代前端工具链(Vite、Turborepo、Vitest等)和设计模式最佳实践。 Use when the user asks for frontend-architect-related work such as: 项目初始化和搭建(vite), 前端架构设计和技术决策, eslint、commitlint、vscode 配置, 代码审核和 core review, vitest 单元测试配置, 组件库 e2e 测试配置, 工具库打包配置(tsdown), 技术栈选型和最佳实践.
- ▌ Mckinsey Consultant · jsonlee12138 bundleMcKinsey-style business consultant for hypothesis-driven problem solving, structured analysis, and strategic recommendations Use when the user asks for mckinsey-consultant-related work such as: business problem structuring, mece issue tree decomposition, hypothesis formation and testing, market sizing and estimation, competitive analysis, strategic recommendation development, executive summary and report writing, data-driven insight synthesis, stakeholder communication frameworks.
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- ▌ Wx Cloudfunctions · jsonlee12138 bundleUse this skill when creating, modifying, reviewing, or packaging WeChat cloud functions (微信云函数) in a uni-app project: 新增云函数, 修改云函数, 添加 action, 云函数分层/目录结构, zod 校验, 云函数单测, 本地调试 JSON, 云函数打包/构建 (vite-plugin-uni-cloudfunctions), 数据模型 ER 图确认与 CloudBase 同步. Triggers on work under cloudfunctions/ or wx-server-sdk code.
- ▌ Auth Web Cloudbase · jsonlee12138CloudBase Web Authentication Quick Guide for frontend integration after auth-tool has already been checked. Provides concise and practical Web authentication solutions with multiple login methods and complete user management.
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- ▌ Auth Nodejs Cloudbase · jsonlee12138CloudBase Node SDK auth guide for server-side identity, user lookup, and custom login tickets. This skill should be used when Node.js code must read caller identity, inspect end users, or bridge an existing user system into CloudBase; not when configuring providers or building client login UI.
- ▌ Auth Wechat Miniprogram · jsonlee12138CloudBase WeChat Mini Program native authentication guide. This skill should be used when users need mini program identity handling, OPENID/UNIONID access, or `wx.cloud` auth behavior in projects where login is native and automatic.
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- ▌ AI Model Web · jsonlee12138Use this skill when a browser/Web app (React, Vue, Angular, Next, Nuxt, static sites, SPAs, dashboards, AI chat UI) needs AI models via @cloudbase/js-sdk. Default routing for page/页面/Web/前端/frontend/网页/H5 AI — call directly from browser, do NOT propose a Node.js proxy. Covers generateText and streamText. Models via ai.createModel with groups cloudbase, hunyuan-exp, or custom-*. Model IDs (deepseek-v4-flash, deepseek-v3.2, hunyuan-2.0-instruct-20251111, glm-5, kimi-k2.6) go in the model field. MUST run two-step preflight before code — see body. Keywords: 页面, Web, 前端, React, Vue, Next, Nuxt, SPA, AI chat UI, generateText, streamText, createModel, hunyuan-exp, Token Credits, TokenHub, Hunyuan, DeepSeek, GLM, Kimi, MiniMax. NOT for Node.js backend (use ai-model-nodejs), Mini Program (use ai-model-wechat), or image generation (Node SDK only).
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- ▌ Cloudbase Document Database Web Sdk · jsonlee12138 bundleUse CloudBase document database Web SDK only for confirmed NoSQL collection work. Query, create, update, and delete document data; if the task mentions PostgreSQL / CloudBase PG / app.rdb(), route to postgresql-development instead.
- ▌ AI Model Nodejs · jsonlee12138Use this skill for Node.js backend AI via @cloudbase/node-sdk (>=3.16.0) — cloud functions, CloudRun, Express, Koa, NestJS, serverless APIs, scheduled jobs, LLM proxies. Only SDK supporting image generation (ai.createImageModel + generateImage). Text models via ai.createModel with groups cloudbase, hunyuan-exp, or custom-*. Model IDs (deepseek-v4-flash, deepseek-v3.2, hunyuan-2.0-instruct-20251111, glm-5, kimi-k2.6) go in the model field of generateText/streamText. MUST run two-step preflight before code — see body. Keywords: backend, 云函数, 云托管, serverless, LLM proxy, agent orchestration, generateText, streamText, generateImage, createModel, hunyuan-image, Token Credits, TokenHub, Hunyuan, DeepSeek, GLM, Kimi, MiniMax. NOT for browser/Web (use ai-model-web) or Mini Program (use ai-model-wechat).
- ▌ AI Model Wechat · jsonlee12138Use this skill for WeChat Mini Program AI via wx.cloud.extend.AI (小程序, 企业微信小程序, wx.cloud apps). Features generateText and streamText with callbacks (onText, onEvent, onFinish). Models via wx.cloud.extend.AI.createModel with groups hunyuan-exp (小程序成长计划), cloudbase (main managed), or custom-*. Model IDs (deepseek-v4-flash, deepseek-v3.2, hunyuan-2.0-instruct-20251111, glm-5, kimi-k2.6) go in the data wrapper model field. API differs from JS/Node SDK — streamText needs data wrapper, generateText returns raw response. MUST run two-step preflight before code — see body. Keywords: Mini Program AI, wx.cloud.extend.AI, 小程序成长计划, ai_miniprogram_inspire_plan, Token Credits 资源包, generateText, streamText, createModel, hunyuan-exp, TokenHub, Hunyuan, DeepSeek, GLM, Kimi, MiniMax. NOT for browser/Web (use ai-model-web), Node.js backend (use ai-model-nodejs), or image generation (use ai-model-nodejs).
- ▌ Cloud Functions · jsonlee12138 bundleCloudBase function runtime guide for building, deploying, and debugging your own Event Functions or HTTP Functions. This skill should be used when users need application runtime code on CloudBase, not when they are merely calling CloudBase official platform APIs.
- ▌ Web Development · jsonlee12138 bundleUse 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.
- ▌ Cloudbase Document Database In Wechat Miniprogram · jsonlee12138 bundleUse CloudBase document database WeChat MiniProgram SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, and geolocation queries.
- ▌ Project Config · jsonlee12138通过读写微信小程序项目根目录的 project.config.json / project.private.config.json 查看与修改项目配置(本地设置、编译开关、目录与打包选项等)。 不调用 wechatide 工具。在用户要改合法域名校验、热重载、ES6/增强编译、上传压缩、 miniprogramRoot、appid、基础库版本,或提到 project.config / 项目设置时使用。
- ▌ Cloud Storage Web · jsonlee12138Complete guide for CloudBase cloud storage using Web SDK (@cloudbase/js-sdk) - upload, download, temporary URLs, file management, and best practices.
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- ▌ Cloudbase Platform · jsonlee12138 bundleCloudBase platform overview and routing guide. This skill should be used when users need high-level capability selection, platform concepts, console navigation, or cross-platform best practices before choosing a more specific implementation skill.
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- ▌ Postgresql Development Cloudbase · jsonlee12138 bundleUse when building, debugging, or evaluating CloudBase PostgreSQL / CloudBase PG / PG mode apps, including Postgres schema setup, queryPgDatabase/managePgDatabase, JS SDK v3 app.rdb() CRUD/RPC, PG HTTP API fallback, RLS-style permissions, username-password auth, and Web CMS/admin CRUD flows backed by CloudBase PG.
- ▌ Miniprogram Development · jsonlee12138 bundleWeChat Mini Program development skill for building, debugging, previewing, testing, publishing, and optimizing mini program projects. This skill should be used when users ask to create, develop, modify, debug, preview, test, deploy, publish, launch, review, or optimize WeChat Mini Programs, mini program pages, components, `tabBar`, routing, navigation, icon assets, project structure, project configuration, `project.config.json`, `appid` setup, device preview, real-device validation, WeChat Developer Tools workflows, `miniprogram-ci` preview/upload flows, or mini program release processes. It should also be used when users explicitly mention CloudBase, `wx.cloud`, Tencent CloudBase, 腾讯云开发, or 云开发 in a mini program project.
- ▌ Relational Database Web Cloudbase · jsonlee12138Use when building frontend Web apps that talk to CloudBase Relational Database via @cloudbase/js-sdk – provides the canonical init pattern so you can then use Supabase-style queries from the browser.
- ▌ Quick · jsonlee12138兼容旧的小任务实现调用。用户显式调用 quick 或旧流程在方向确认后要求快速修复时使用;将已确认范围转发到 execute 的 L0/L1 Goal Loop,持续修改和验证到目标状态。需求未确认时先进入 intake。新工作优先直接使用自然语言或 execute。
- ▌ Bugger · jsonlee12138兼容旧的 Bug 记录与分析调用。用户显式调用 bugger、报告异常或旧提示要求先分析 Bug 时使用;把输入归一化为 intake 的 defect Work Item,完成复现、原因假设、方案、影响、范围、验收和测试策略确认。若用户要求修复,确认后自动进入 execute,不再要求手动调用 quick。
- ▌ Intake · jsonlee12138 bundle对任何尚未确认真实范围的软件工作进行脑暴、现状调研、问题建模和需求基线确认。用户描述新功能、Bug、小改动、优化、技术债、风险,要求记录问题,或直接要求实现但没有已确认 Work Item 时使用。确认后写入统一文档,并按目标自动进入 execute;用户不需要选择 bugger、record-issue 或其他流程 Skill。
- ▌ Execute · jsonlee12138 bundle在需求基线已确认后,以 Goal Loop 持续完成软件开发、Bug 修复、重构、验证、提交或 PR 交付。用户说“实现、修复、修改、继续执行、做到 PR、运行任务”,或旧的 quick、task-runner、blocker-resume 流程需要执行时使用。若真实需求尚未确认,先进入 intake;最终业务验收进入 accept-deliver。
- ▌ Vb Init · jsonlee12138 bundleInitialize or reconcile a project for the AI-native VibeRig workflow. Use when the user asks to set up VibeRig, create the V2 project profile and executable Harness manifests, connect an optional tracker, configure gates, or set up the agent team. Do not use to create requirements, tasks, or implementation branches.
- ▌ Vb Wiki · jsonlee12138 bundleMaintain the git-backed ~/.vb-wiki as compiled long-term memory: query canonical knowledge, ingest novelty-gated accepted evidence, lint health, and maintain retrieval. Use for explicit knowledge queries/writes, insights handoffs marked novel/conflict, “vb-wiki lint”, pending promotion replies, skill-to-note conversion, or consolidation.
- ▌ Insights · jsonlee12138 bundle将已人工验收的 Evidence 编译为证据化复盘,记录 Subagent/model 路由结果与可比学习样本,并判断是否存在值得写入 vb-wiki 的新颖知识。由 accept-deliver 在 novelty、重复缺陷、Milestone、模型路由观察或批量阈值命中时内部调用;也可在用户明确要求复盘时使用。零知识是成功结果,不创建 Skill,也不凭单次结果自动改模型默认值。
- ▌ Vb Learn · jsonlee12138 bundleCreate or refine exactly one user-approved tool skill in ~/.vb-skills. Use only for direct “做成 skill / 创建工具” requests or an approved promotion packet handed off after vb-wiki persisted its decision; never for a bare proposal reply, generic learning, or note capture.
- ▌ Agent Sop · jsonlee12138 bundleexecute Goal Loop 内部使用的实现、Bug 修复、重构、风险审核、证据验证与返工协议。仅在开发任务需要能力路由或工程质量门禁时加载;不作为用户入口,不负责需求发现、最终人工验收或 PR/Linear 副作用。
- ▌ Use Codex · jsonlee12138 bundleCall Codex via its MCP server tools (codex + codex-reply) from any agent session. Use when delegating implementation tasks to Codex, running multi-turn Codex sessions, or orchestrating Codex as part of a multi-agent workflow. Requires the Codex MCP server to be registered in the agent config. Do NOT use inside a Codex session itself.
- ▌ Vb Linear · jsonlee12138 bundleShared Linear access reference for VibeRig skills. Consult whenever a VibeRig skill needs to read or write Linear (issues, comments, statuses, labels, projects, teams, documents, milestones, status updates). Not a standalone user-facing workflow.
- ▌ Use Claude · jsonlee12138 bundleCall the local Claude CLI from any agent session (Codex, OpenCode, Gemini, etc.). Use when delegating a task to Claude, switching to a specific Claude model, or leveraging Claude's tools (Bash/Read/Edit/Write). Do NOT use inside a Claude session itself.
- ▌ Use Gemini · jsonlee12138 bundleCall Gemini via MCP tools (gemini-cli server) from any agent session. Use when you need web search with Google grounding, large-context codebase analysis (1M+ tokens), multimodal media analysis (images/PDFs), or creative brainstorming. Requires the gemini-cli MCP server to be registered in the agent config. Do NOT use inside a Gemini session itself.
- ▌ Merge Issue · jsonlee12138兼容旧的已验收 standalone Issue 合并调用。用户显式调用 merge-issue 或明确授权合并已验收 PR 时使用;将目标解析为 accept-deliver 的 delivery 模式,校验 acceptance、accepted commit、PR head、CI 和 provider 状态后幂等交付。
- ▌ Task Runner · jsonlee12138 bundle兼容旧的 Linear Issue 或 Milestone 执行调用。用户显式输入 task-runner、Issue key、Milestone id,或旧流程要求执行任务时使用;从 Linear 和本地需求恢复统一 Goal Contract,再交给 execute 持续实现、验证和交付。新工作优先直接使用自然语言或 execute。
- ▌ Uiux Design · jsonlee12138 bundleDesign workflow router for UI design, redesign, critique, a11y review, handoff, design system, visual QA, UX copy, user research, and research synthesis. Use when the user asks for design feedback, mockup review, a11y audit, handoff specs, UI implementation, design-to-code, UX writing, research planning, or mentions Figma, Pencil, HTML, DESIGN.md, or UIFLOW.md.
- ▌ Update Team · jsonlee12138 bundleAnalyze the current project and reconcile the agent team plus adaptive model-routing profile across Codex, Claude Code, and Cursor. Use when the user asks to update the agent team, add or remove agents, re-analyze project needs, refresh model/subagent recommendations, or refresh agents after requirements change; also invoked by `vb-init` after baseline agents are copied. Not for copying plugin baseline agents (`built-in-agents`) or managing user-level global agents.
- ▌ Accept Issue · jsonlee12138兼容旧的单 Issue 验收调用。用户显式调用 accept-issue 或要求验收 standalone、高风险或抽样 Issue 时使用;将目标解析为 accept-deliver 的 work_item 模式,执行 Evidence 审计与人工 UAT。新工作优先直接使用自然语言或 accept-deliver。