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cli-hub-meta-skill
Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Navi Agent 设计参考库。当用户询问 navi agent 的架构设计、功能方案、技术选型、或某个具体实现应该如何做时,自动参考 Claude Code (cc_src/)、KIMI-CLI (kimi-cli/)、Hermes (hermes-agent/) 三个成熟项目的源码来提供建议。触发场景包括:讨论 agent loop 设计、工具系统、审批机制、会话管理、UI/CLI 交互、技能系统、插件机制、subagent、MCP 集成等任何 navi 的功能设计问题。也适用于:添加新工具、修改工具行为、集成外部 API。也适用于:多智能体系统设计、Worker 模式、sub_agent 委派模式、Interactive SubAgent 模式、Human-in-the-Loop 模式。也适用于:LangGraph 功能评估、工具调用兼容性分析、模型适配方案选型。
CLI agent 工具输出架构设计与调试。当排查工具输出重复、输出丢失、输出乱序、实时流与结果渲染冲突、输出截断策略等问题时使用。也适用于为新的 CLI agent 工具设计输出通道。触发词:工具输出重复、output twice、双份输出、流式输出、tool result rendering、输出截断、truncat。
Navi Agent 工具开发指南。当需要为 Navi 添加新工具(tool)、修改已有工具、或理解工具注册机制时使用。触发场景:用户说"写一个 XX 工具"、"添加工具"、"tool 怎么写"、"注册工具"、涉及 tool.py 或 runtime.py 中工具注册部分的修改。也适用于:集成外部工具协议(MCP 等)、添加工具子系统、批量注册动态发现的工具。也适用于:添加或修改斜杠命令(/xxx)、斜杠命令子命令。
演示文稿创建、编辑和分析。当用户需要处理 PowerPoint 演示文稿(.pptx 文件)时使用,包括创建新演示文稿、修改内容、处理布局、添加批注或演讲者备注等。也适用于将 guizang-ppt HTML 转换为 PPTX。也适用于基于 Word/文本文档生成学术汇报 PPT(docx→PPT),包含中文学术 PPT 配色方案、卡片布局、条形图、表格等常用模式。触发词:做PPT、做个PPT、演示文稿、slides、presentation、汇报PPT。
深入分析复杂项目的架构设计、核心机制和实现原理。当用户询问"为什么 X 能做到 Y"、"系统是怎么工作的"、"分析一下这个项目的架构"时使用。也适用于主动分析开源项目的技术栈、模块划分、数据流、配置体系。覆盖 LangChain/LangGraph Agent、前后端分离 Web 应用、CLI 工具等常见项目类型。也适用于:代码缺陷审查(安全漏洞、架构问题、设计反模式)、两个或多个项目的全面对比分析。触发词:"缺陷"、"有什么问题"、"对比"、"区别"、"哪个更好"、"review"、"审计"。
全面处理文档创建、编辑和分析,支持修订、批注、格式保留和文本提取。当需要处理专业 Word 文档(.docx 或 .doc 文件)时使用,包括:创建新文档、修改或编辑内容、处理修订、添加批注、提取文本内容或其他文档任务。也适用于中文学术报告、课程设计说明书等格式化文档的生成,以及将matplotlib图表插入到Word文档中。也适用于填写表单模板(中期验收表、申请书、评审表等),从多个参考文档(xlsx、docx、用户记忆)提取数据后填写到 .doc/.docx 表单中。
| name | cli-hub-meta-skill |
| description | Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more. |
CLI-Hub is a marketplace of agent-native command-line interfaces that make professional software accessible to AI agents.
# Install the CLI Hub package manager
# 推荐使用 uv tool 安装(环境隔离)
uv tool install cli-anything-hub
# 或者使用 pip
pip install cli-anything-hub
# Browse all available CLIs
cli-hub list
# Search by category or keyword
cli-hub search image
cli-hub search "3d modeling"
# Install a CLI
cli-hub install gimp
# Show details for a CLI
cli-hub info gimp
A single CLI is one tool. A matrix is a whole workflow packaged as
capabilities × providers — e.g. video-creation maps intents like
text.transcribe or visual.generate to harness CLIs, public CLIs, Python
libraries, native binaries, and cloud APIs. Reach for a matrix when a task spans
several tools (produce a video, design an image, build a game).
Standard agent sequence — preflight before you install:
cli-hub matrix list # browse all matrices
cli-hub can "transcribe audio" # find the capability across matrices
cli-hub matrix search "video subtitle" # search; shows the matched capability
cli-hub matrix preflight video-creation --json # what's usable here? (exit 3 = gaps)
cli-hub matrix preflight video-creation -c text.transcribe --fix-hints # one capability + install hints
cli-hub matrix install video-creation --capability text.transcribe # install ONLY what the task needs
# After install, the matrix SKILL.md renders locally with provider-selection rules — read it.
Scope every install — do not bulk-install a 14-CLI matrix for a one-capability
task. Use --capability <id>, --recipe <id>, or --only a,b, and
--dry-run to preview the plan with zero side effects. --json is available on
every matrix subcommand; exit codes are 0 ok · 3 partial/gaps · 1 failure ·
2 usage error. Retry failures with cli-hub matrix install <name> --resume,
and audit an install with cli-hub matrix doctor <name>.
URL: https://reeceyang.sgp1.cdn.digitaloceanspaces.com/SKILL.md
The catalog is auto-updated and provides:
cli-hub install commands for each toolCLI-Hub covers a broad range of software and codebases, empowering agents to conduct complex workflows via CLI:
Each CLI provides stateful operations, JSON output for agents, REPL mode, and integrates with real software backends.
cli-hub is a lightweight wrapper around pip. When you run cli-hub install gimp, it installs a separate Python package (cli-anything-gimp) with its own CLI entry point (cli-anything-gimp). Each CLI is an independent pip package — cli-hub simply resolves names from the registry and tracks installs.
pip install cli-anything-hub` uv tool install cli-anything-hub
pip install cli-anything-hub2. **Find your tool**:cli-hub search orcli-hub list -c 3. **Install**:cli-hub install (installs thecli-anything-pip package) 4. **Run**:cli-anything-for REPL, orcli-anything- for one-shot 5. **JSON output**: All CLIs support--json` flag for machine-readable output
# Install the hub
# 推荐使用 uv tool 安装(环境隔离)
uv tool install cli-anything-hub
# 或者使用 pip
pip install cli-anything-hub
# Find what you need
cli-hub search video
# Install it
cli-hub install kdenlive
# Use it with JSON output
cli-anything-kdenlive --json project create --name my-project