统一快速研究入口 + Query Planner。质量关键不是搜多少次，而是怎么构造 query——先提取字段，再生成多条不同目的的短 query，相关性闸门过滤，技术/专业问题优先 GitHub（repo-scoped）直接拿 issue 全文。| Unified research with Query Planning for coding agents. Never dump a raw question; plan purpose-built short queries, gate by…
安卓后台监控+防沉迷系统。使用时机：需要后台监控手机状态、限制应用使用时长、自动锁应用、事件驱动弹窗提醒。| Android background monitoring with anti-addiction. Use when: background phone monitoring, app time limits, auto force-stop, event-driven notifications needed.
音乐控制——搜索、选歌、播放指定歌曲，搭配AI主动放歌。使用时机：music_moment事件触发时，或用户说"放首歌"时。| Music control — search, select, and play specific songs via NetEase Cloud Music API. Use when: music_moment event fires, or user says "play a song".
智能调度层——接到用户自然语言指令后，自动拆解步骤、从技能库中选择最快工具组合执行。使用时机：用户说"帮我XX"时。| Smart dispatch — decomposes natural language commands into steps, picks the fastest tool for each step from the skill library. Use when: user says "help me do X".
UI元素树解析——通过uiautomator获取屏幕元素坐标，比截图识图快10倍。使用时机：需要找按钮/文本框/菜单的精确坐标来点击。| UI element tree parsing via uiautomator. 10x faster than screenshot+vision for finding button/text positions. Use when: need precise coordinates to tap a specific UI element.
打开链接/文件/应用。使用时机：需要打开网页URL、本地文件、应用商店链接、深度链接。| Open URLs, local files, app store links, deep links on device. Use when: need to open a webpage, local file, or app link on the phone.
安卓设备控制。使用时机：需要锁屏/唤醒/强杀应用/切歌/调音量/截图+AI识图/剪贴板读写/打开链接/打开相机。| Android device control. Use when: lock screen, wake, force-stop apps, media keys, volume, screenshot+vision, clipboard, open URL, camera needed.
26+安卓传感器速查手册（vivo S19检测到43个，本文档覆盖26个有实用价值的常见传感器）。使用时机：需要查传感器列表、理解传感器用途、组合传感器推断设备状态/用户活动/环境。| 26+ Android sensor reference (43 detected on vivo S19, 26 commonly useful sensors documented here). Use when: need sensor listing, understanding sensor use cases,…