القائمة
Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.
Capability-based multi-tool matrix for 3D modeling, CAD, point clouds, rendering, GPU debugging, and fabrication. Covers mesh/parametric/photogrammetry and the path from idea to printed part or game-ready asset.
Capability-based multi-tool matrix for game development: engine, 3D/2D/audio assets, AI-generated assets, agent playtesting, packaging, store publishing, and telemetry.
Capability-based multi-tool matrix for image and graphic design: AI generation, raster/vector editing, UI mockups, diagrams, upscaling, photo library, and publishing.
Capability-based multi-tool matrix for research, note-taking, document authoring, and publishing. Agents compose providers (CLI-Anything harnesses, public CLIs, Python libs, native binaries, cloud APIs) per capability.
Capability-based multi-tool matrix for video production. Agents pick providers (CLI-Anything harnesses, public CLIs, Python libs, native binaries, cloud APIs) per capability rather than marching through fixed stages, including storyboard planning, story/audio direction, source triage, internet video/music search/download, capture/generation, analysis, sound design, high-end caption design, NLE/render doctor investigation, review, and packaging.
Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.
| 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
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.
Some installed harnesses also support preview workflows. The command split is:
cli-anything-<software> preview ... creates or updates real preview artifactscli-hub previews ... inspects, renders, watches, or opens those existing artifactsUse:
# 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 headtrajectory.json for append-only historypip 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 outputcli-anything-<name> preview ... --json to publish,
then cli-hub previews ... to inspect or open the result# 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