SkillMD.ai is an open Agent Skill / SKILL.md directory for users of AI assistants such as Claude, Cursor, and ChatGPT. The site claims to offer browsing for 111471+ agent skills. It also lets users describe their needs in natural language to generate a SKILL.md file, then continue editing it in a workspace, publish it to the platform, or download it as a ZIP.
The platform is not a single chatbot, but rather a tool for discovering and creating βskill files.β The content shown on the site covers categories such as AI & Integration, Development, Design & UI, Database, Research & Science, Office Tools, Security, and DevOps. Specific examples include code review, PRD writing, context engineering, travel planning, OpenAI Whisper API transcription, Gemini CLI, and GitHub CLI automation. For developers and heavy users of AI assistants, it is closer to a marketplace for reusable workflows and prompt specifications.
The site provides an Agent Skill Generator that can generate SKILL.md files from natural-language descriptions and claims to support AI-assisted editing. However, the crawled content does not disclose the underlying model, usage limits, generation parameters, or model-quality evaluations. In terms of Chinese support, the pages already include multiple Chinese skill titles and descriptions, indicating that the platform can host Chinese content. However, it does not specify whether the interface is localized into Chinese, nor does it make any promise about Chinese generation quality. For integrations, the platform is explicitly aimed at tools such as Claude, ChatGPT, and Cursor, and includes many API-, CLI-, and MCP-related skills, but it does not provide specific API documentation.
The crawled text does not mention free quotas, plan pricing, payment methods, or trial information, so these need to be confirmed before commercial use. On the data side, the Terms of Service state that users retain ownership of the content they create and publish, but after publishing, they grant the platform a license to display, distribute, and promote that content. The terms also prohibit malicious code, fraud, infringement, and privacy-violating content. However, the main content does not disclose data retention policies, training-data usage, enterprise isolation, or compliance certifications.
The strengths of SkillMD.ai are its large directory, clear categorization, low barrier to creating SKILL.md files, and support for community publishing and downloads. The downsides are that community content quality can vary, and the platform states that it does not guarantee content will be accurate, reliable, or usable in any particular AI assistant. It is best suited for developers, Agent workflow designers, and prompt creators who want to build reusable skill libraries for Claude or Cursor. The crawled content does not indicate whether access from China works reliably; network availability and payment support are unknown. Alternatives include the Claude Skills ecosystem, Cursor Rules, self-hosted GitHub skill libraries, MCP tool directories, and various prompt-template libraries.
β This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on skillmd.ai official site.
skillmd.ai is an Unknown AI Apps provider. TG4G tracks its product information, an overall rating of 8.0/10, and a China-accessibility score of China direct-connect friendly. Click "Visit Official Site" to reach skillmd.ai directly.