HKUDS / CLI-Anything

CLI-Anything: Making ALL Software Agent-Native CLI-Anything：让所有软件都具备“智能体原生”能力

Today’s Software Serves Humans👨‍💻. Tomorrow’s Users will be Agents🤖. 今天的软件服务于人类👨‍💻。明天的用户将是智能体🤖。

CLI-Anything: Bridging the Gap Between AI Agents and the World’s Software 🌐 CLI-Anything：架起 AI 智能体与全球软件之间的桥梁 🌐

CLI-Hub: pip install cli-anything-hub then cli-hub install <name> — browse, install, and manage all community-built CLIs. Want to add your own? Open a PR — the hub updates instantly. CLI-Hub：通过 pip install cli-anything-hub 安装，随后使用 cli-hub install <name> —— 即可浏览、安装并管理所有社区构建的 CLI 工具。想要添加你自己的工具？提交一个 PR 即可 —— Hub 会即时更新。

🎬 See Demos: Watch AI agents use generated CLIs plus preview, live preview, and trajectory loops to produce real artifacts — CAD builds, 3D scenes, diagrams, gameplay, subtitles, and more. 🎬 查看演示：观看 AI 智能体如何使用生成的 CLI 工具，结合预览、实时预览和轨迹循环来产出实际成果 —— 包括 CAD 构建、3D 场景、图表、游戏画面、字幕等。

🙋 [Become a Contributor, or Request a CLI]: Join us! Sign up to build a new CLI harness — once reviewed and merged, you’ll gain access as one of our community contributors! Wish CLI-Anything supported a specific software or service? Submit a wishlist request! 🙋 [成为贡献者，或请求 CLI 支持]：加入我们！注册以构建新的 CLI 适配器 —— 一旦审核并合并，你将成为我们的社区贡献者之一！希望 CLI-Anything 支持特定的软件或服务？提交一份愿望清单请求吧！

One Command Line: Make any software agent-ready for Pi, OpenClaw, nanobot, Cursor, Claude Code, etc. 一行命令行：让任何软件都能为 Pi、OpenClaw、nanobot、Cursor、Claude Code 等智能体做好准备。

中文文档 | 日本語ドキュメント中文文档 | 日本語ドキュメント

📰 News / 新闻动态

2026-04-18 🧩 All SKILL.md files are now being unified under the top-level skills/ directory — every CLI skill can be installed from one canonical source with npx skills add HKUDS/CLI-Anything --skill <skill-name> -g -y. We also added root-skill validation CI, synced contribution / PR docs and REPL skill-path hints to the new layout, and refreshed the CLI-Hub install-first frontend around the new npx skills flow. 🧩 所有 SKILL.md 文件现已统一整合至顶层的 skills/ 目录下 —— 每个 CLI 技能都可以通过统一的源进行安装：npx skills add HKUDS/CLI-Anything --skill <skill-name> -g -y。我们还添加了根技能验证 CI，将贡献/PR 文档及 REPL 技能路径提示同步到了新布局，并围绕新的 npx skills 流程更新了 CLI-Hub 的安装优先前端。

2026-04-17 🌐 CLI-Hub received another install UX pass — public registry metadata and skill coverage were tightened, visit counting was corrected, and the web hub was further refined. 🌐 CLI-Hub 再次优化了安装体验 —— 公共注册表元数据和技能覆盖范围得到了加强，访问计数已修正，Web Hub 也得到了进一步完善。

🧪 Shotcut render output duration was fixed (#92). 🧪 修复了 Shotcut 渲染输出时长的问题 (#92)。

📝 SKILL contribution paths were corrected for the new docs flow (#224), and the skill generator now safely handles empty intros (#203). 📝 针对新的文档流程修正了 SKILL 贡献路径 (#224)，技能生成器现在可以安全处理空简介的情况 (#203)。

2026-04-16 🗺️ QGIS CLI merged (#207) — a full GIS / map authoring harness landed. 🗺️ 合并了 QGIS CLI (#207) —— 一个完整的 GIS / 地图制作适配器正式上线。

🧬 UniMol Tools CLI merged (#219) for molecular modeling workflows. 🧬 合并了用于分子建模工作流的 UniMol Tools CLI (#219)。

🌐 CLI-Hub also added more public CLIs, including py4csr, refreshed its generated meta-skill, corrected SKILL contribution docs, and fixed apt-get package extraction in skill generation (#204). 🌐 CLI-Hub 还添加了更多公共 CLI（包括 py4csr），刷新了生成的元技能，修正了 SKILL 贡献文档，并修复了技能生成中 apt-get 包提取的问题 (#204)。

2026-04-16 📈 Unreal Insights CLI expanded — added background capture session control (capture start/status/snapshot/stop), engine-root-matched UnrealInsights.exe resolution/build flows, and refreshed docs/tests for the new orchestration workflow. 📈 扩展了 Unreal Insights CLI —— 增加了后台捕获会话控制（捕获开始/状态/快照/停止）、引擎根目录匹配的 UnrealInsights.exe 解析/构建流程，并为新的编排工作流刷新了文档和测试。

2026-04-15 🌐 CLI-Hub updated to v0.2.0 — the PyPI package now supports public CLIs from multiple install sources (pip, npm, brew, bundled/system tools), backed by a new public_registry.json. The Hub frontend was redesigned with separate CLI-Anything CLIs and Public CLIs decks, and live end-to-end checks now cover real install, update, and uninstall flows across both pip and npm packages. 🌐 CLI-Hub 更新至 v0.2.0 —— PyPI 包现在支持来自多个安装源（pip、npm、brew、捆绑/系统工具）的公共 CLI，并由新的 public_registry.json 提供支持。Hub 前端经过重新设计，将 CLI-Anything CLI 和公共 CLI 分开展示，实时端到端检查现已覆盖 pip 和 npm 包的实际安装、更新和卸载流程。

2026-04-14 🧭 Safari CLI merged (#212) and added to the Hub registry — browser automation via safari-mcp. 🧭 合并了 Safari CLI (#212) 并将其添加到 Hub 注册表中 —— 通过 safari-mcp 实现浏览器自动化。

🎬 Kdenlive also received compatibility fixes for Gen 5 project output and invalid project generation. 🎬 Kdenlive 获得了针对 Gen 5 项目输出和无效项目生成的兼容性修复。

2026-04-13 📓 Obsidian CLI merged (#211) — knowledge management harness via the Local REST API, with 48 unit tests and 7 E2E tests. 📓 合并了 Obsidian CLI (#211) —— 通过本地 REST API 实现知识管理适配器，包含 48 个单元测试和 7 个端到端测试。

⛓️ Eth2-Quickstart CLI merged (#195) — Ethereum staking node management harness. ⛓️ 合并了 Eth2-Quickstart CLI (#195) —— 以太坊质押节点管理适配器。

📚 Zotero CLI updated to v0.4.1 (#201) — now shipped from its standalone repo, and CLI-Hub gained support for remote skill_md URLs. 📚 Zotero CLI 更新至 v0.4.1 (#201) —— 现在从其独立仓库发布，CLI-Hub 增加了对远程 skill_md URL 的支持。

2026-04-11 🔗 n8n CLI merged (#188) — workflow automation harness for self-hosted automation flows. 🔗 合并了 n8n CLI (#188) —— 用于自托管自动化工作流的自动化适配器。

🔧 Exa CLI fix (#205) added the x-exa-integration header for usage tracking. 🔧 修复了 Exa CLI (#205)，添加了用于使用情况跟踪的 x-exa-integration 标头。

📦 CLI-Hub also gained its PyPI auto-publish workflow and package refresh pipeline. 📦 CLI-Hub 增加了 PyPI 自动发布工作流和包刷新流水线。

2026-04-10 📦 CLI-Hub package manager launched — pip install cli-anything-hub to browse, search, install, update, and uninstall CLI-Anything harnesses from one command. The web Hub also shipped its first install-focused frontend refresh and “Empower yourself” toolkit card. 📦 CLI-Hub 包管理器发布 —— 使用 pip install cli-anything-hub 即可通过一条命令浏览、搜索、安装、更新和卸载 CLI-Anything 适配器。Web Hub 也发布了首次以安装为核心的前端更新，并增加了“Empower yourself”（赋能自我）工具包卡片。

(Earlier news omitted for brevity) (为简洁起见，省略了更早的新闻)