Use FIRST for Super Magic HTML micro-app work. Trigger even when the user does not say "micro-app", "HTML", or "window.Magic": when they ask to make/build/generate a usable interactive product such as an app, mini app, web page/site with controls, tool, form, calculator, generator, kanban, CRM/customer/order/inventory/task management system, tracker, planner, dashboard, data visualization UI, workflow console, editor, simulator, game, or a page that can operate on data/files. Also use FIRST whenever the task will use any window.Magic API (window.Magic.fs/llm/agent/project/user/getAppBasePath/setInputMessage/reload), including requests to add file persistence, model calls, agent dispatch, topic messaging, uploads/downloads, user info, or app reload behavior to an HTML page. Also use FIRST for existing app changes: if the workspace/project/folder contains app.json or legacy magic.project.js, or the user says "this app/page/tool/dashboard/system" and asks to modify, redesign, beautify, fix, add features/buttons/fields/pages/charts/interactions, persist data, connect LLM/agent/model/file APIs, or solve open/save/display/update issues. Required output pattern: a static Super Magic micro-app folder with app.json, index.html, window.Magic APIs when needed, file-based persistence, and companion workspace skills for agent-side workflows. Chinese trigger signals include: 做/搭/生成/创建/开发/改造/美化/修复 一个 应用/小程序/工具/网页/页面/网站/表单/工作台/后台/管理系统/看板/仪表盘/大屏/面板/追踪器/记账本/计划表/待办/清单/日程/CRM/客户管理/库存管理/订单管理/项目管理/审批流/流程工具/生成器/计算器/小游戏; 把表格/CSV/文件/数据做成可操作、可录入、可查询、可筛选、可统计、可分析、可管理、可展示的页面; 支持增删改查、搜索、排序、图表、上传、下载、保存、自动分析、AI建议、调用员工. Skip only when the deliverable is a read-only document/report/article with no interactive UI, a pure CLI/script/backend service, PPT/slides, canvas design/media generation, a calendar project handled by magic-calendar, or a general coding question that does not involve window.Magic APIs or an interactive frontend.