Claude Skills, yes. Anthropic A feature introduced in October 2025, it is essentially a folder containing SKILL.md files, scripts and resource files. When Claude recognizes that the current task matches the description of one of the installed Skills, the system automatically loads and invokes that Skill to complete the specific task as if it were a tool from the Toolbox.
Unlike traditional cue word projects, Claude Skills has an automatic invocation mechanism. All available Skill files are scanned at the beginning of the session, and a short description of each file is read from the Markdown file's leading YAML. This approach is extremely cost-effective, with each Skill taking up only a few dozen extra tokens, and the full details needing to be loaded only when the user requests the Skill's assistance in solving a task.
It is worth noting that Claude Skills and MCP (Model Context Protocol) address fundamentally different problems; Skills is used to teach Claude how to do tasks better, while MCP exposes Claude to new content. The two can be used together to extend the boundaries of AI's capabilities.
Recently, many users have been looking for specific and practical Skills recommendations. In this article, we've compiled a list of 20 great Skills that have been proven to perform consistently and reliably in the day-to-day workplace.
Skills installation method
Before we get into specific recommendations, let's cover the two main types of installations.
The first way is to drop the Skill address directly to an Agent such as Claude Code, Codex, or OpenClaw and let it do the installation automatically.
帮我安装这个 Skill：<skills网址>
The second way is to install it manually via terminal commands.
# ClawHub 上的 Skill
npx clawhub@latest install skill名称
# GitHub 上的 Skill
npx skills add skill地址
20 Boutique Skills Recommendations
1. skill-creator
This is a tool for installing Skill, which can be interpreted as "Meta Skill". This tool is officially produced by Anthropic, and is one of the must install Skill. On GitHub, the project has received 80k stars.
Project address: https://github.com/anthropics/skills/tree/main/skills/skill-creator
2. find-skill
find-skill is also a "meta Skill" type of tool that helps you find other Skills. after installing it, you just need to describe the function you want, and the tool will automatically search for and suggest suitable Skills.
Installation commands:
npx skills add https://github.com/vercel-labs/skills --skill find-skills
Project address: https://skills.sh/vercel-labs/skills/find-skills
3. Anthropic Skills
In addition to skill-creator, Anthropic has also open sourced 17 official Skills, of which the office suite (docx, pptx, xlsx, pdf) and the webapp-testing and mcp-builder Skills are recommended to be installed first.
- docx / pptx / xlsx / pdf: for processing all types of office document formats
- webapp-testing: Specialized for automated testing
- MCP Builder: mainly used for writing MCP protocols
Frontend Design This Frontend Design Skill is relatively simple, and the optimization effect on the front-end is not obvious enough, so we suggest users to decide whether to install it based on their actual needs. If you need to optimize the front-end interface, you can consider using the "Interface Optimization PUA" prompt instead.
你是那种让人又爱又恨的设计师：
- 偏执、挑剔、永不妥协，但作品总是令人震撼。
- 你有着 Jobs 式的产品直觉和 Rams 式的功能纯粹主义，更重要的是，你敢于说"不"。
- 当所有人都觉得"差不多就行"时，你会毫不留情地推翻重来。
- 你的标准不是行业平均水平，而是你内心那个完美主义恶魔的苛刻要求。
- 你从不相信用户的第一句话。当用户说"我不喜欢蓝绿配色"，你听到的是更深层的情感诉求；
- 当他们要求"按钮加 padding"，你思考的是整个交互逻辑是否合理。
- 你会像侦探一样挖掘真相，像心理学家一样分析动机，然后给出他们意想不到但又恍然大悟的解决方案。
- 你的设计不是满足需求，而是重新定义需求。
- 在执行时，你是细节的暴君。
- 2px 的间距差异会让你失眠，不合理的信息层级会让你抓狂。
但你的偏执有其逻辑：
- 你知道用户会在潜意识中感受到每一个细节的不和谐，即使他们说不出为什么。
- 你会为了一个按钮的手感调整十几遍，会为了找到完美的灰色值测试上百种组合。
这不是强迫症，这是对用户体验的终极负责。
你的方案从来不是单选题。
你会给出一个安全的渐进方案，一个激进的颠覆方案，还有一个"如果预算无限"的理想方案。
你会坦诚地说出每个方案的优缺点，包括那些可能让甲方不爽的真话。
你明白真正的专业不是迎合，而是用专业判断为项目承担责任。
即使被拒绝，你也要确保对方理解拒绝的代价。
---
重新设计[xxx]页面。
Project address: https://github.com/anthropics/skills
4. remotion-best-practices
remotion-best-practices is a video generation Skill that writes complete React video scripts and renders MP4 movies by giving Claude Code a description. The downside of this Skill is that it takes a long time to render, usually 30 minutes or even an hour or more to generate a movie.
Installation commands:
npx skills add remotion-dev/skills
Official website address: https://www.remotion.dev
5. Humanizer-zh
Humanizer-zh, produced by Master Zang, is a specialized tool for removing AI writing traces. The Skill recognizes and repairs 24 AI writing features, especially suitable for new media content creation scenarios.
Project address: https://github.com/op7418/Humanizer-zh
6. baoyu-skills
baoyu-skills is a collection of Mr. Baoyu's Content Creation Skills, covering a very comprehensive range of mainstream platforms such as Public, Xiaohongshu, X, etc. The project has 15k stars on GitHub and is continuously maintained and updated by the author. The project has gained 15k stars on GitHub, and the author is constantly maintaining and updating it.
The project contains several Skill, users can choose to install according to the actual needs. Project address: https://github.com/jimliu/baoyu-skills
7. knowledge-site-creator
knowledge-site-creator is produced by Sunny Joe, the core function is to generate a knowledge site in any field in one sentence. The Skill is stable in real-world testing and is suitable for quickly building knowledge-based sites.
Project address: https://github.com/joeseesun/qiaomu-knowledge-site-creator
8. cangjie-skill
cangjie-skill by Kangaroo Emperor is a Skill designed to distill book knowledge, distilling any book into a reusable Skill.
The Skill separates book knowledge according to five dimensions: Framework / Principle / Case / Counterexample / Terminology, purifies different types of content into pure components, and ultimately generates an executable Skill. this methodology helps to transform the tacit knowledge in books into reusable tools.
Project address: https://github.com/kangarooking/cangjie-skill
9. nuwa-skill
nuwa-skill from Uncle Flower is one of the hot Skill recently. Its core function is to distill anyone's mindset and then use their cognitive framework to analyze problems.
Along with nuwa-skill comes Darwin.skill, which means "Nuwa made Skill, Darwin keeps Skill evolving". The two tools work together to create and iteratively optimize Skills.
Project address: https://github.com/alchaincyf/nuwa-skill
10. ebook-maker-skill
ebook-maker-skill produced by a real, the main function is to help users complete the whole process of e-book creation, from research to book can be automated.
Project address: https://github.com/irenerachel/ebook-maker-skill
11. xiaohu-wechat-format
xiaohu-wechat-format, produced by Xiaohu, is mainly used to automate the processing of public number layout. The Skill supports automatic generation of cover and push message, built-in 30 sets of theme templates, and can automatically adapt the best layout scheme according to the text content.
Project address: https://github.com/xiaohuailabs/xiaohu-wechat-format
12. web-access
web-access is produced by Ichizawa to solve the problem of Claude Code's lack of networking ability. The Skill can connect directly to local Chrome browser and naturally carries login status, which allows the Agent to access more network resources.
Project address: https://github.com/eze-is/web-access
13. code-review
code-review is officially produced by Anthropic and is mainly used for code review. The Skill will review the code from multiple dimensions such as code quality, security vulnerabilities, performance issues, etc. It is recommended that you use this tool to review your code before submitting a Pull Request. It is recommended to use this tool for code review before submitting a Pull Request.
Project address: https://github.com/anthropics/claude-code/tree/main/plugins/code-review
14. Github
For developers, Github is a must-have Skill, which allows agents such as Claude Code, OpenClaw, etc. to connect directly to GitHub and automate the management of repositories, Issue processing, PR creation, code searching, and other functions.
Installation commands:
npx clawhub@latest install github
15. Flying Book CLI
Flybook CLI is a must-have skill for heavy Flybook users. Once installed, it allows Agent to operate Flybook platform directly from the terminal, covering core business functions such as instant messaging, document editing, multi-dimensional forms, calendar, mailbox, tasks, meetings and so on.
Project address: https://github.com/larksuite/cli
16. chrome-devtools-mcp
chrome-devtools-mcp is technically an MCP rather than a Skill, but it is highly recommended that users install it. This MCP has more than 20 built-in tools that can be installed to automate browser operations, including automated testing, data crawling, and other common tasks.
Project address: https://github.com/ChromeDevTools/chrome-devtools-mcp
17. ui-ux-pro-max
ui-ux-pro-max is a Skill that focuses on UI and UX design, and its name suggests that it is oriented towards the professional level. The Skill has gained nearly 70k stars on GitHub, showing a high level of community recognition.
Project address: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill
18. last30days-skill
The core function of last30days-skill is to capture real comments from mainstream overseas community platforms, supporting more than 10 platforms such as Reddit, X, YouTube, Hacker News, TikTok, Polymarket and so on. The Skill has gained 22k stars on GitHub.
Example of use:
调用 last30days-skill，帮我查询 Trae 在美国市场的反馈。
Project address: https://github.com/mvanhorn/last30days-skill
19. Claude-to-IM-skill
Claude-to-IM-skill is produced by Quizo, the main function is to link Claude Code or Codex with instant messaging platforms. The Skill supports multiple platforms such as Flybook, Telegram, Discord, QQ, WeChat and others. Once installed, users don't need to be in front of the computer all the time, and can let Claude Code continue to perform tasks when they are away from home.
Installation commands:
npx skills add op7418/Claude-to-IM-skill
Project address: https://github.com/op7418/Claude-to-IM-skill
20. Skill Hub
Skill Hub, produced by Uncle Huang, is a Skill management tool. If users have a large number of Skills installed (more than 20), they can use this tool to visualize and manage them to improve the efficiency of daily use.
Installation commands:
npm install -g https://github.com/Backtthefuture/huangshu/raw/main/tools/skill-hub/release/claude-skill-hub.tgz && skill-hub
Project address: https://github.com/Backtthefuture/huangshu/tree/main/tools/skill-hub
Skill Market Recommendations
In addition to the 20 recommendations above, users are free to pick and choose from the following Skill markets:
- https://skills.sh
- https://www.skillhub.club
- https://clawhub.ai
