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cli-hub-meta-skill

Find and install command-line tools that let AI agents operate professional software. Search by task or category, check which workflow capabilities are available locally, and install the specific tools needed for a multi-tool project.

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原文查看原文说明

Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.

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适用场景

  • Find command-line tools for image editing or 3D modeling
  • Check available tools for a video production workflow
  • Install only the capabilities needed for a task
  • Inspect installation plans and diagnose installed workflows
  • View previews published by supported tools

包含的文件(1)

  • SKILL.md5.3 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

CLI-Hub Meta-Skill

CLI-Hub is a marketplace of agent-native command-line interfaces that make professional software accessible to AI agents.

Quick Start

# 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

Workflow Matrices

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>.

Live Catalog

URL: https://reeceyang.sgp1.cdn.digitaloceanspaces.com/SKILL.md

The catalog is auto-updated and provides:

  • Full list of available CLIs organized by category
  • One-line cli-hub install commands for each tool
  • Complete descriptions and usage patterns

What Can You Do?

CLI-Hub covers a broad range of software and codebases, empowering agents to conduct complex workflows via CLI:

  • Creative workflows: Image editing, 3D modeling, video production, audio processing, music notation
  • Productivity tools: Office suites, knowledge management, live streaming
  • AI platforms: Local LLMs, image generation, AI APIs, research assistants
  • Communication: Video conferencing and collaboration
  • Development: Diagramming, browser automation, network management
  • Content generation: AI-powered document and media creation

Each CLI provides stateful operations, JSON output for agents, REPL mode, and integrates with real software backends.

How It Works

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.

Preview Consumption

Some installed harnesses also support preview workflows. The command split is:

  • cli-anything-<software> preview ... creates or updates real preview artifacts
  • cli-hub previews ... inspects, renders, watches, or opens those existing artifacts

Use:

# From the harness side: publish preview state
cli-anything-blender --json --project scene.blend-cli.json preview capture --recipe quick

# From cli-hub: inspect or open the resulting bundle or live session
cli-hub previews inspect /path/to/bundle-or-session
cli-hub previews html /path/to/bundle-or-session -o page.html
cli-hub previews watch /path/to/session --open
cli-hub previews open /path/to/bundle-or-session

For live sessions, cli-hub previews reads:

  • session.json for the current head
  • trajectory.json for append-only history
  • the current bundle manifest and artifacts

How to Use

  1. Install cli-hub: pip install cli-anything-hub
  2. Find your tool: cli-hub search <keyword> or cli-hub list -c <category>
  3. Install: cli-hub install <name> (installs the cli-anything-<name> pip package)
  4. Run: cli-anything-<name> for REPL, or cli-anything-<name> <command> for one-shot
  5. JSON output: All CLIs support --json flag for machine-readable output
  6. Preview-capable CLIs: use cli-anything-<name> preview ... --json to publish, then cli-hub previews ... to inspect or open the result

Example Workflow

# 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

More Info

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