How do I install the Deploy Edge AI Model Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/deploy-edge-ai-model/SKILL.md and restart Claude Code. Both flows are detailed at https://claudskills.com/install/.

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

ClaudSkills / Engineering / devops

Deploy Edge AI Model

Category: Engineering · Sub-category: devops · Last updated: 2026-05-21

Deploy machine learning models to edge devices using Google AI Edge Gallery, TensorFlow Lite, ONNX Runtime, and MediaPipe. Covers model quantization (INT8/INT4), on-device inference with Gemma 4 models, Android/iOS deployment via AI Edge Gallery, hardware delegate selection (GPU/NPU/DSP), and performance benchmarking on constrained devices. Use when deploying models to mobile phones, IoT devices, or embedded systems where cloud inference is impractical due to latency, cost, or connectivity constraints.

From the source SKILL.md

ML-Modelle zu Edge-Geraeten mit optimierter Inferenz, Hardware-Beschleunigung und On-Device-Modell-Management deployen.

What this skill does

Deploy Edge AI Model is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/deploy-edge-ai-model/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when deploying models to mobile phones, IoT devices, or embedded systems where cloud inference is impractical due to latency, cost, or connectivity constraints.

Who uses this skill

The Deploy Edge AI Model Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/deploy-edge-ai-model
curl -L https://claudskills.com/skills/deploy-edge-ai-model/SKILL.md \
  -o ~/.claude/skills/deploy-edge-ai-model/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/deploy-edge-ai-model/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/deploy-edge-ai-model/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\deploy-edge-ai-model\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

Source: https://github.com/nickoala/ai-edge-gallery.git
License: MIT
Author: nickoala

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

nickoala. (2026). Deploy Edge AI Model [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/deploy-edge-ai-model/

BibTeX

@misc{deploy-edge-ai-model-2026,
  author    = {nickoala},
  title     = {Deploy Edge AI Model [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/deploy-edge-ai-model/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/deploy-edge-ai-model.svg)](https://claudskills.com/skills/deploy-edge-ai-model/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel