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Agent Skill · 研究检索

ux-heuristic(用户体验启发式)

用于辅助界面设计、视觉规范、排版、配色、布局和交互体验优化。它适合让 Agent 根据产品场景整理页面结构、生成 UI 方案、检查视觉一致性或改进组件层级。使用时需要结合现有品牌、设计系统和用户任务,不应只堆装饰元素;涉及真实页面改动时,应通过截图或浏览器预览检查文本溢出、对齐和响应式表现。

ux-heuristic 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 61,604。

总安装 349周安装 15GitHub Stars 125下载 122核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:ux-heuristic(用户体验启发式)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/ux-heuristic
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill ux-heuristic
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/asgard-ai-platform/skills --skill ux-heuristic

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于辅助界面设计、视觉规范和交互体验优化。ux-heuristic 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合整理页面结构、生成 UI 方案或检查视觉一致性。使用时需结合品牌和设计系统,避免堆砌装饰元素。涉及页面改动时应通过截图或预览检查文本溢出和响应式表现。

安装方式:github,支持 Codex、Claude、Cursor 等宿主环境。

来源仓库内路径:skills/ux-heuristic

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/asgard-ai-platform/skills --skill ux-heuristic;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

ux-heuristic 怎么安装?

在终端执行 npx skills add https://github.com/asgard-ai-platform/skills --skill ux-heuristic。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ux-heuristic 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

ux-heuristic 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

ux-heuristic 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

ux-heuristic 用的人多吗?

公开数据是累计安装 349 次,近一周安装 15 次,下载 122 次,GitHub 125 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

ux-heuristic 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
ux-heuristic

用户体验启发式 · 本页

349125只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Heuristic Evaluation (Nielsen's 10 Principles)

Overview

Heuristic evaluation is an expert review method that assesses a user interface against established usability principles. It's fast (2-4 hours), cheap (no user recruitment), and finds 40-60% of usability issues. Use it as a complement to, not replacement for, user testing.

Framework

IRON LAW: Every Violation Gets a Severity Rating

Finding a violation is half the work. Rating its severity is the other half.
A cosmetic inconsistency and a critical workflow blocker are both "violations"
but require completely different response urgency.

0 = Not a usability problem
1 = Cosmetic only — fix if time permits
2 = Minor — low priority
3 = Major — important to fix, high priority
4 = Catastrophe — must fix before release

Nielsen's 10 Heuristics

#HeuristicQuestion to Ask
1Visibility of system statusDoes the user always know what's happening? (loading indicators, progress bars, confirmations)
2Match between system and real worldDoes it use the user's language, not system jargon? Are conventions familiar?
3User control and freedomCan users undo, redo, go back, cancel? Is there an emergency exit?
4Consistency and standardsAre the same actions/words used consistently? Does it follow platform conventions?
5Error preventionDoes the design prevent errors before they happen? (confirmations, constraints, defaults)
6Recognition rather than recallAre options visible? Can users recognize rather than remember?
7Flexibility and efficiency of useAre there shortcuts for experts? Can users customize frequent actions?
8Aesthetic and minimalist designIs every element necessary? Does extra information compete with relevant info?
9Help users recognize, diagnose, and recover from errorsAre error messages helpful? Do they explain what went wrong and how to fix it?
10Help and documentationIs help available? Is it searchable, task-oriented, and concise?

Evaluation Process

  1. Define scope: Which screens/flows to evaluate
  2. Walk through the interface 2-3 times with different user tasks
  3. Flag violations: Note each violation with heuristic #, location, description
  4. Rate severity: 0-4 scale for each violation
  5. Prioritize: Fix severity 4 and 3 first
  6. Report: Organize findings by severity, not by heuristic number

Output Format

# Heuristic Evaluation: {Product/Feature}

## Summary
- Total violations found: {N}
- Severity 4 (catastrophe): {N}
- Severity 3 (major): {N}
- Severity 2 (minor): {N}
- Severity 1 (cosmetic): {N}

## Critical Issues (Severity 3-4)
| # | Location | Heuristic | Issue | Severity | Recommendation |
|---|----------|-----------|-------|----------|---------------|
| 1 | {screen/element} | {#N: name} | {description} | 3/4 | {fix} |

## Other Issues (Severity 1-2)
| # | Location | Heuristic | Issue | Severity |
|---|----------|-----------|-------|----------|
| ... | ... | ... | ... | ... |

Examples

Correct Application

Scenario: Evaluating a food delivery app checkout flow

LocationHeuristicIssueSeverity
Cart page#1 VisibilityNo loading indicator when adding items — user taps multiple times3
Payment#5 Error preventionNo confirmation before placing order — accidental orders happen4
Error screen#9 Error recovery"Error 500" with no explanation or retry button4
Address form#6 RecognitionUser must type full address instead of selecting from saved addresses2

Priority: Fix #5 and #9 immediately (severity 4) ✓

Incorrect Application

  • "The app looks ugly" → Not a heuristic violation. "Aesthetic and minimalist design" (#8) is about information hierarchy, not visual attractiveness. A specific violation would be: "Product page shows 15 data fields simultaneously, burying the price and 'Add to Cart' button."

Gotchas

  • 3-5 evaluators find 75% of issues: One evaluator finds ~35%. Diminishing returns after 5. If possible, have multiple evaluators work independently then merge findings.
  • Heuristic evaluation finds problems, not solutions: It tells you what's wrong, not how to fix it. Solution design is a separate step.
  • Not a substitute for user testing: Experts predict user behavior imperfectly. Some "violations" that experts flag don't bother real users, and some real problems experts miss.
  • Mobile vs desktop: Apply heuristics separately for each platform. Touch targets, screen real estate, and interaction patterns differ significantly.
  • Accessibility is not a heuristic: Nielsen's 10 don't explicitly cover accessibility (color contrast, screen reader support, keyboard navigation). Add WCAG checks separately.

References

  • For WCAG accessibility checklist, see references/wcag-checklist.md

平台分布

Codex

37.62%
按下载量换算46

Claude

31.16%
按下载量换算38

Cursor

17.14%
按下载量换算21

Gemini CLI

8.57%
按下载量换算10

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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