One apt Command Covers 97% of OpenClaw Skills on Linux. Here's the Full Map.

Most OpenClaw community documentation assumes a Mac. Setup guides use Homebrew. Sample skills shell out to pbpaste and osascript. The registry does not warn you when a skill declares a macOS-only binary. You install it, it runs, and it returns nothing useful the first time it hits pbpaste on a server.

To find out how deep that problem goes, we scanned all 6,993 public skills in openclaw/skills, parsed each SKILL.md, and resolved every declared binary dependency against a verified Linux install map. One apt line covers 6,784 of 6,993 skills: 97.0% of the catalog. The remaining 3% splits into pip-installable tools, curl install scripts, and about 10 skills that genuinely cannot run on Linux.

The line

sudo apt install python3 python3-pip nodejs npm curl jq git ffmpeg sqlite3 openssl ripgrep

No Homebrew. No uv. No Docker. No language managers. The Debian/Ubuntu package manager you already have.

This covers Ubuntu 22.04, Ubuntu 24.04, and Debian 12 (bookworm) completely. On Alpine, Arch, or RHEL, translate the package names. The set is the same.

82.6% of skills declare zero binary dependencies. They need nothing beyond Python and Node, which the apt line covers. The top declared dependencies across the 1,216 skills that do declare binaries:

Binary	Skills	Install
python3	536	apt install python3
curl	313	apt install curl
node	178	apt install nodejs
jq	78	apt install jq
python	45	symlink to python3
npx	32	ships with nodejs
bash	30	preinstalled
npm	28	apt install npm
git	21	apt install git
ffmpeg	19	apt install ffmpeg

Everything at the head of this list is preinstalled or one apt away.

Beyond the apt line

About 3% of the catalog declares a binary the apt line does not cover. That tail breaks into three groups.

Pip-installable tools: yt-dlp, pipx, uv, poetry, ruff. One pip install each. Already covered if you included python3-pip in the apt line.

Curl install scripts: uv, bun, Foundry's cast:

curl -LsSf https://astral.sh/uv/install.sh | sh    # uv + uvx
curl -fsSL https://bun.sh/install | bash           # bun
curl -L https://foundry.paradigm.xyz | bash        # cast + Ethereum tooling

Direct downloads: gh (GitHub CLI) and mcporter. Standard release tarballs from their respective repos.

Once you subtract these, the genuine residual is small: about 10 skills that cannot run on Linux regardless of what you install.

What you cannot get on Linux

Four skills require macOS desktop applications and have no equivalent in the catalog.

Desktop automation (AppleScript/osascript):

• Airfoil (2,096 installs): controls AirPlay speakers. Requires the Airfoil macOS app.
• Photoshop Automator (1,123 installs): runs Adobe Photoshop ExtendScript on a Mac.
• Nerve Bridge Skill (591 installs): controls the Trae macOS app via AppleScript.
• wallpaper-auto-switch-pro-executable (249 installs): switches macOS wallpaper via osascript and launchd.

Six more skills use pbpaste to read clipboard input. The clipboard mechanism is Mac-specific; the underlying capability is not. Each has a named replacement in the catalog that covers the same task with file input.

Mac skill	Installs	Linux replacement	Notes
reply-coach	280	copy-editing	File-based text rewrite
reviewer-rebuttal-coach	255	copy-editing	Swap pbpaste for file input
collab-offer-polisher	253	medical-email-polisher	Closest match for polishing business messages
policy-to-checklist	248	afrexai-qa-test-plan	Document-to-checklist generator
claim-risk-auditor	244	verify-claims	Direct claim/fact-check equivalent
rubric-gap-analyzer	244	afrexai-interview-architect	Rubric-based scoring, file input

That is the entire genuine residual. The broader set of 241 skills blocked by the apt line spans capabilities like Ethereum tooling, browser automation, video processing, and calendar sync. Every one of those categories has Linux-native alternatives in the same catalog. The live browser at vesselofone.com/skills/openclaw lets you filter by capability and find them.

TL;DR

• One apt line covers 6,784 of 6,993 public OpenClaw skills on Linux (97.0%): sudo apt install python3 python3-pip nodejs npm curl jq git ffmpeg sqlite3 openssl ripgrep
• 82.6% of skills declare zero binary dependencies. They need nothing beyond what the apt line provides.
• The remaining ~3% splits into pip-installable tools, curl install scripts, and 10 Mac-only skills.
• 4 skills require macOS desktop apps (Airfoil, Photoshop Automator, Nerve Bridge Skill, wallpaper switcher) and have no Linux equivalent. 6 pbpaste skills have named Linux replacements in the catalog.
• The scan script is open source and reruns against the live catalog in about five minutes.

Installing is not the same as working

Knowing that 97% of skills resolve their binary dependencies on Linux is useful before you spend time setting up an agent. It does not tell you whether those skills produce correct output, or what security risks they carry. The full research (security scan and classified user complaint data alongside this installability view) is at vesselofone.com/research/ai-agent-skills-ecosystem.

Per-skill dataset (CSV, CC BY 4.0): doi.org/10.5281/zenodo.19691714. Scan scripts (MIT): github.com/vesselofone/openclaw-skills. The catalog scan reruns in about five minutes.

A free per-skill auditor covering SKILL.md intent, OAuth scope width, and shell-command injection patterns: vesselofone.com/tools/skill-check.

Vessel is managed OpenClaw hosting on private Linux VMs. We run the apt line above at provision time on every agent, so skills work on the first invocation. The scan script and dataset are open source.