Market Trends
Gemini Executive Synthesis
Compatibility of CLI-Anything with newer versions of Claude Code (v2.x, v2.1.x) due to changes in plugin/skill registration.
Technical Positioning
CLI-Anything aims to make all software agent-native. This requires maintaining compatibility with evolving agent frameworks like Claude Code.
SaaS Insight & Market Implications
CLI-Anything is experiencing a critical compatibility issue with Claude Code v2.x due to changes in plugin registration and slash command formats. This indicates a significant developer pain point: rapid API evolution in foundational AI agent frameworks breaks existing integrations. The 'Unknown skill' error directly impedes CLI-Anything's core value proposition of making software agent-native. Market implications include the high maintenance burden for developers building on top of rapidly changing AI platforms. This fragmentation and lack of backward compatibility necessitate constant updates, increasing development costs and hindering broader adoption of agent-native solutions.
Proprietary Technical Taxonomy
Raw Developer Origin & Technical Request
GitHub Issue
Mar 11, 2026
Repo: HKUDS/CLI-Anything
Unknown skill: cli-anything
CLI-Anything 的 README 写的是旧版 Claude Code 的插件格式，/cli-anything 这个斜杠命令在 v2.x 里注册方式变了，建议去该项目 GitHub 提 issue 确认是否支持 v2.1.x，或者等作者更新。
Developer Debate & Comments
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在2.x里，正确的命令是： `/cli-anything:cli-anything` 才能被识别吗？求feedback @derekluo @songjiayang @awds888 @cuimaomao0123 @MOKA-AI-Team-code
Adjacent Repository Pain Points
Other highly discussed features and pain points extracted from HKUDS/CLI-Anything.
Extracted Positioning
Accessibility and deployment of 'opencode' solutions within China, specifically in relation to CLI-Anything.
CLI-Anything aims to make all software agent-native. This implies global accessibility and deployment options.
Top Replies
很好的建议，我们这两天尽快支持OpenCode skills
> 很好的建议，我们这两天尽快支持OpenCode skills 若是可以支持 gemini-cli 就更好了，毕竟是免费的（）
gemini cli, please
Extracted Positioning
Scope of application support for CLI-Anything, specifically inquiring about mobile (Android, Android TV) vs. desktop applications/source code.
CLI-Anything aims to make *all* software agent-native. The question probes the current limitations of this 'all.'
Top Replies
支持任何平台的codebase
是否支持浏览器网页操作呢
用本地的code，然后使用CLI-Anything，生成的那些测试代码，效果很差，基本没办法使用的，而且非常简单
Engagement Signals
Cross-Market Term Frequency
Quantifies the cross-market adoption of foundational terms like Claude Code and Unknown skill by tracking occurrence frequency across active SaaS architectures and enterprise developer debates.