Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.
复制下面这句话,粘贴给 Claude Code、Codex、Cursor 等 AI 编程工具,它会读取安装说明并在你确认后完成安装。
请阅读 https://ai.atlankj.com/install/asset/gh-cli-hub-meta-skill-cf960d09a6c5 ,按照其中的说明把「cli-hub-meta-skill」安装到你(当前 AI 工具)中。执行前先告诉我将运行的命令和写入的位置,等我确认。
查看 AI 将读取的安装说明正在读取 GitHub 原文…
内容来自 GitHub 原始文件,由原作者维护。在 GitHub 查看
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
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-hubcli-hub search <keyword> or cli-hub list -c <category>cli-hub install <name> (installs the cli-anything-<name> pip package)cli-anything-<name> for REPL, or cli-anything-<name> <command> for one-shot--json flag for machine-readable output# Install the hub
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