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Agent Skill · 研究检索

nielsen-usability-heuristics(尼尔森可用性启发法)

nielsen-usability-heuristics 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

nielsen-usability-heuristics 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 46,860。

总安装 759周安装 31GitHub Stars 6下载 243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:nielsen-usability-heuristics(尼尔森可用性启发法)
来源仓库:https://github.com/dembrandt/dembrandt-skills
仓库路径:skills/nielsen-usability-heuristics
安装命令:
npx skills add https://github.com/dembrandt/dembrandt-skills --skill nielsen-usability-heuristics
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/dembrandt/dembrandt-skills --skill nielsen-usability-heuristics

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。

用于查找、检索和筛选相关信息。适合根据关键词或任务场景快速定位候选结果。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态及是否会触发联网或文件读写。nielsen-usability-heuristics 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/nielsen-usability-heuristics

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/dembrandt/dembrandt-skills --skill nielsen-usa…;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

nielsen-usability-heuristics 怎么安装?

在终端执行 npx skills add https://github.com/dembrandt/dembrandt-skills --skill nielsen-usability-heu…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

nielsen-usability-heuristics 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。

nielsen-usability-heuristics 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。

nielsen-usability-heuristics 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。

nielsen-usability-heuristics 用的人多吗?

公开数据是累计安装 759 次,近一周安装 31 次,下载 243 次,GitHub 6 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。

nielsen-usability-heuristics 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
nielsen-usability-heuristics

尼尔森可用性启发法 · 本页

7596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

Nielsen's 10 Usability Heuristics

Foundational principles for evaluating and designing usable interfaces. Apply these as a review checklist and as design constraints from the start — not only as a post-hoc audit tool.


1. Visibility of System Status

The design should always keep users informed about what is going on, through appropriate feedback within a reasonable amount of time.

Users cannot make good decisions without knowing the current state of the system. Trust is built through clear, timely feedback.

In practice:

  • Show loading states, progress indicators, and completion confirmations
  • Indicate where the user is in a multi-step process
  • Reflect state changes immediately (optimistic UI or loading spinners)
  • Never leave a user wondering whether an action was registered

Review question: After any user action, is the outcome visible within 1 second?


2. Match Between System and Real World

The design should speak the users' language — words, phrases, and concepts familiar to the user, not internal jargon or system terminology.

Follow real-world conventions and natural mapping so the interface feels intuitive rather than requiring translation.

In practice:

  • Use terminology the target audience uses, not what the engineering team uses
  • Icons should match real-world objects or widely established web conventions
  • Spatial metaphors should match real-world expectations (e.g. "trash" for deletion)
  • Avoid exposing internal system concepts (IDs, error codes, process names) to end users

Review question: Would a user unfamiliar with this product understand every label and term?


3. User Control and Freedom

Users often perform actions by mistake. They need a clearly marked emergency exit to leave an unwanted state without going through an extended process.

Easy undo and escape paths foster confidence and prevent users from feeling trapped.

In practice:

  • Always provide Undo for destructive or irreversible actions
  • Modals and dialogs need an obvious close/cancel action
  • Multi-step flows need a way to go back
  • Destructive actions (delete, publish, send) should be reversible where possible — or require explicit confirmation

Review question: Can the user get out of any state without losing their work or needing to contact support?


4. Consistency and Standards

Users should not have to wonder whether different words, situations, or actions mean the same thing. Follow platform and industry conventions.

Consistency reduces cognitive load by meeting expectations users have built from other products.

In practice:

  • Use the same label for the same action across the entire product
  • Follow platform conventions (e.g. left-swipe to delete on mobile, Cmd+Z for undo)
  • Design system components should look and behave identically everywhere they appear
  • Do not rename standard web patterns (e.g. calling a "breadcrumb" a "path trail")

Review question: Does the same action always look and behave the same way throughout the product?


5. Error Prevention

Good error messages matter, but the best designs prevent errors from occurring in the first place.

Prevention addresses both slips (unintentional actions) and mistakes (misunderstanding of design intent).

In practice:

  • Use constraints to make wrong inputs impossible (e.g. disable a Submit button until required fields are complete)
  • Confirm before destructive or irreversible actions
  • Use input masks, validation, and sensible defaults to guide correct input
  • Design forms so the happy path is the obvious path

Review question: For every destructive or irreversible action, is there a confirmation step or an undo path?


6. Recognition Rather Than Recall

Minimise the user's memory load by making elements, actions, and options visible. The user should not have to remember information from one part of the interface to another.

Recognition requires less cognitive effort than recall. Visible affordances reduce the work of using the product.

In practice:

  • Show relevant options in context rather than requiring users to remember commands
  • Display previously entered data when relevant (e.g. pre-fill known fields)
  • Use icons with labels — icons alone are ambiguous to many users
  • Navigation should be visible at all times, not hidden behind a gesture or hover

Review question: Does a returning user need to remember anything to pick up where they left off?


7. Flexibility and Efficiency of Use

Shortcuts — hidden from novice users — may speed up interaction for expert users. The design should serve both.

Accelerators, customisation, and personalisation let experienced users work faster without adding complexity for beginners.

In practice:

  • Provide keyboard shortcuts for frequent actions
  • Support both guided flows (for new users) and direct paths (for experts)
  • Allow users to customise views, filters, or layouts they use repeatedly
  • Surface frequently used actions prominently based on usage patterns

Review question: Can a power user complete their most frequent task significantly faster than a first-time user?


8. Aesthetic and Minimalist Design

Interfaces should not contain information that is irrelevant or rarely needed. Every extra unit of information competes with relevant information and reduces its relative visibility.

Focus content and visual design on the essentials that support primary user goals. Less is more, only when the less is the right less.

In practice:

  • Remove decorative elements that carry no meaning
  • Secondary and tertiary actions should be visually subordinate to primary ones
  • Avoid showing all features simultaneously — progressive disclosure reveals complexity only when needed
  • Empty states, error states, and loading states deserve the same design attention as content states

Review question: Does every element on screen earn its place, or is something there "just in case"?


9. Help Users Recognize, Diagnose, and Recover from Errors

Error messages should be expressed in plain language, precisely indicate the problem, and constructively suggest a solution.

Error messages are a UX surface — they deserve the same care as any other UI copy.

In practice:

  • Never show raw error codes or stack traces to end users
  • State clearly what went wrong in plain language
  • Tell the user what to do next, not just what failed
  • Use appropriate visual treatment: red for errors, but not red for warnings or info
  • Inline validation errors should appear adjacent to the problematic field

Review question: Does every error message tell the user what happened, why, and what to do next?


10. Help and Documentation

It is best if the system does not need any additional explanation. However, it may be necessary to provide documentation to help users complete tasks.

Help should be contextual, searchable, and actionable — not a last resort buried in a footer.

In practice:

  • Prefer self-explanatory UI over tooltips; prefer tooltips over documentation
  • Inline help (placeholder text, helper text, tooltips) should appear at the point of need
  • Documentation should be task-oriented ("How do I…") not feature-oriented ("About the settings panel")
  • Empty states are an opportunity for contextual help, not just a blank screen

Review question: Can a confused user find help without leaving the current screen?


Heuristic Review Checklist

#HeuristicCheck
1System statusEvery action gives visible feedback within 1s
2Real-world languageNo jargon, terminology matches user vocabulary
3User controlUndo available, exit paths always visible
4ConsistencySame action = same label and behaviour everywhere
5Error preventionIrreversible actions have confirmation or undo
6Recognition over recallOptions visible in context, no hidden commands
7FlexibilityPower users have faster paths to frequent tasks
8Minimalist designEvery element earns its place
9Error recoveryError messages are plain, specific, and actionable
10Help and docsHelp is contextual and available at point of need

平台分布

Codex

36.66%
按下载量换算89

Claude

32.34%
按下载量换算79

Cursor

17.07%
按下载量换算41

Gemini CLI

9.62%
按下载量换算23

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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