As AI transitions from "conversation" to "collaborative execution," Anthropic's technology ecosystem has reached a significant milestone. Recently, a comprehensive "Claude Skills" library has been officially released on GitHub. This marks the moment when Claude is no longer just an assistant that answers questions but a professional executor with standardized and customizable workflows.

Claude

50+ Skill Matrix: Covering All Scenarios from Documents to Security

This skill set includes nine categories and more than 50 professional skills, designed to teach Claude to perform complex tasks in a highly standardized way. Its coverage includes:

  • Document Processing: Deep analysis and automated generation for Word, PDF, and PowerPoint.

  • Development Tools: Integration with Playwright, AWS, and Git to support automated testing and cloud operations.

  • Data and Business: Includes data analysis, marketing, communication skills, and project management processes.

  • Creativity and Productivity: Includes creative media production, daily efficiency enhancement, and system security reinforcement.

Flexible Integration: Full-Chain Support from Web to API

The "Claude Skills" are designed with extreme portability and ease of use in mind. Each skill consists of a separate folder and a core instruction file SKILL.md. Users can quickly activate them through the following three methods according to their needs:

  1. Web Integration: Add it directly in the settings on Claude.ai.

  2. Local Deployment: Store it in the configuration folder of Claude Code to enhance the power of the local development assistant.

  3. Developer Access: Integrate these standardized capabilities seamlessly into your own applications through an API interface.

Open Source Driven: Customize Your Own AI Expert

This code repository is licensed under the Apache 2.0 License, meaning it is completely open to both individual and enterprise users and encourages community contributions. Although the library already provides many sources of inspiration, its essence is a "collection of prompts in folders," so its true power lies in customization on demand. Users can modify the prompts based on their business logic to achieve optimal performance of AI in specific fields.

As "skills" gradually become the standard approach for AI applications, the release of this open source library not only provides a ready-to-use toolbox for Claude users but also defines a new paradigm for standardized workflows in the entire AI industry.