메뉴
以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”. 该 skill 会分别扮演新用户与老用户，对界面的 self explain、明确性、直觉性、效率、布局和操作习惯提出高标准意见；默认给出 5-10 条有效建议，必要时结合 ui-test 与截图检查，并把意见记入 .memory/YYYY-MM-DD/picky-user。
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Release the LaTeX fork used by Zhihu++. Use when merging the latest huarangmeng/latex release into zly2006/latex, preserving approved fork deltas, publishing Maven Central artifacts, updating Zhihu's vendored third_party/markdown and direct LaTeX dependencies, and verifying the app.
Build, install, and launch the Zhihu++ Android app on a connected device using ADB. Includes comprehensive troubleshooting for common issues like missing devices, installation failures, signature mismatches, and app crashes. Use when deploying debug builds to physical devices or emulators.
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 when updating a PR without disturbing the user's browser tabs.
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 or PR cleanup. Trigger when the user asks to clean AI slop, remove low-call wrappers, find similar or duplicated code, review duplicated helper functions, or audit functions with call count at most 2 in /Users/zhaoliyan/IdeaProjects/Zhihu.
Coordinate Zhihu++ issue and PR implementation through subagents with isolated git worktrees, off-host Android AVD validation, real screenshots, Chinese PR creation, and main-agent-only review/coordination. Use when the user asks to fan out issues, maximize parallel subagent work, implement multiple Zhihu++ features or fixes, validate on `$off-android-avd-ci-debug`, or automatically open PRs from worker branches.
Zhihu++ LLM 自动化 UI 测试。使用 testTag 系统精准定位 Compose 元素并交互，替代硬编码坐标的 adb tap。提供已知 tag 列表、文字内容点击、截图验证等能力。适用于：功能验证、UI 回归测试、自动化交互流程。
| name | picky-user |
| description | 以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”. 该 skill 会分别扮演新用户与老用户，对界面的 self explain、明确性、直觉性、效率、布局和操作习惯提出高标准意见；默认给出 5-10 条有效建议，必要时结合 ui-test 与截图检查，并把意见记入 .memory/YYYY-MM-DD/picky-user。 |
| license | CC BY-NC-SA 4.0 |
spawn_agent(agent_type="designer")；若任务更偏批判性评审，可用 critic。TODAY=$(date +%F)
python3 .agents/skills/ui-review-memory/memory_store.py show-pending --agent picky-user --date "$TODAY"
show-pending 会跨天读取所有未关闭意见，不只看今天的目录。fixed / rejected / invalid 并附理由，则必须重新提出。id 在报告中引用，不要假装它不存在。重点看：
重点看：
ui-test dump 看当前界面结构，不要直接猜。python3 .agents/skills/ui-test/llm_test_helper.py screenshot /tmp/picky-user.png
TODAY=$(date +%F)
python3 .agents/skills/ui-review-memory/memory_store.py record-issue \
--agent picky-user \
--date "$TODAY" \
--persona new-user \
--severity medium \
--kind clarity \
--title "筛选入口语义不清" \
--why "首次进入该页时，看不出图标和文案分别控制什么范围。" \
--repro "打开目标页后观察顶部工具栏，不点击任何按钮。" \
--expected "入口名称或附属提示应能让第一次使用的用户直接理解。"
persona 推荐值：new-user、old-userkind 推荐值：clarity、workflow、layout、visual、habit、other如果你确认一个之前被关闭的问题仍然存在，使用 --reopen 复用原 id：
TODAY=$(date +%F)
python3 .agents/skills/ui-review-memory/memory_store.py record-issue \
--agent picky-user \
--date "$TODAY" \
--persona old-user \
--severity high \
--kind workflow \
--title "已关闭的问题再次出现" \
--why "复现后确认问题仍在，不应新建另一个编号。" \
--repro "按原复现路径重新操作。" \
--expected "复用旧 issue id 并标记为 reopened。" \
--reopen
pass: 当前页面没有新的有效意见needs-work: 有明确可执行的 UI 问题carry-over: 之前提过但仍未被合理关闭的问题Status: needs-work
Carry-over:
- PU-20260417-001: ...
New user:
1. [medium] 标题
Why: ...
Repro: ...
Expected: ...
Memory: PU-20260417-00X
Old user:
1. [high] 标题
Why: ...
Repro: ...
Expected: ...
Memory: PU-20260417-00Y
Verdict:
- 必须改
- 可选改
TODAY=$(date +%F)
python3 .agents/skills/ui-review-memory/memory_store.py update-status \
--agent picky-user \
--date "$TODAY" \
--id PU-20260417-001 \
--status fixed \
--note "已在目标页面补充明确文案并复测通过。"
update-status 会按 id 自动定位旧记录，所以即使 issue 来自前几天，也可以继续传今天的 --date。