Audit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest. Use for instrument-test cleanup, flaky device-test reduction, regression-test provenance, deciding whether a UI test belongs on an emulator, or reviewing a PR that…
Coordinate Zhihu++ issue implementation and pull requests when the user explicitly asks for subagents or when multiple independent issues or scopes have real parallel value. Covers issue trust gates, isolated worktrees, ownership-aware process handling, build…
Review and fix Zhihu++ functional regressions caused by performance optimizations. Use when a change trades correctness, selection, rendering, scrolling, navigation, or state completeness for laziness, caching, recycling, batching, deferred work, or reduced…
Use for Zhihu++ maintenance work that scans Kotlin main sources for low-call functions, structurally similar function bodies, dead code, pure forwarding wrappers, pointless abstractions, repeated helpers, and cross-platform duplicate glue before refactoring…
复刻或验证知乎的产品功能、交互、接口、字段、分页、创作流程和视觉行为，并落地到 Zhihu++。当需求包含“知乎有什么我全要”、官方行为对齐、API 字段/include 判断、Web 与 Android 差异、真实请求取证或协议稳定性时使用。
在不创建、激活或切换任何前台窗口的前提下，通过项目的 debug-only 离屏 Compose UI 控制接口检查语义树、点击、输入、滚动、等待和截图。适用于 macOS Kotlin/Native UI 回归、页面卡死、导航完成度和逐按钮验收；禁止用 AppleScript、System Events、open、桌面截图或坐标点击替代。
Manage screenshots and other visual assets for GitHub pull requests. Use when a PR body needs real screenshots, when local /tmp paths must be replaced with durable links, when deciding whether GitHub web drag-and-drop uploads can be reproduced with gh api, or…
Zhihu++ LLM 自动化 UI 测试。使用 testTag 系统精准定位 Compose 元素并交互，替代硬编码坐标的 adb tap。提供已知 tag 列表、文字内容点击、截图验证等能力。适用于：功能验证、UI 回归测试、自动化交互流程。