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Local LLM Setup

Category: General  ·  Sub-category: general-misc  ·  Last updated:
ai:llm
Cross-platform setup wizard for the local Gemma 4 12B inference stack. Automates llama-server installation (binary download or Metal/CUDA/Vulkan/ROCm compile), model download, routing proxy daemon install (launchd/systemd/NSSM), and Mode A/B validation. Covers Day 1 bootstrap and Day 2+ reconfiguration.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

<example> <commentary>User wants to set up local Gemma 4 for the first time on a Mac.</commentary> User: Set up local LLM with Gemma 4 on my M1 Mac Agent: Detects Metal GPU, compiles llama-server from source, downloads gemma-4-12b-UD-Q4_K_XL.gguf, starts server, installs routing proxy via launchd, validates with a Mode B timing test (~2s). </example>

What this skill does

Local LLM Setup is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/local-llm-setup/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Local LLM Setup Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ 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/local-llm-setup
curl -L https://claudskills.com/skills/local-llm-setup/SKILL.md \
  -o ~/.claude/skills/local-llm-setup/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/local-llm-setup/. Claude Code auto-discovers it on next session.

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

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

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

Frequently asked questions

How do I install the Local LLM Setup Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/local-llm-setup/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Local LLM Setup skill do?
Cross-platform setup wizard for the local Gemma 4 12B inference stack. Automates llama-server installation (binary download or Metal/CUDA/Vulkan/ROCm compile), model download, routing proxy daemon install (launchd/systemd/NSSM), and Mode A/B validation. Covers Day 1 bootstrap and Day 2+ reconfiguration.
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.
When should I use the Local LLM Setup skill?
Use Local LLM Setup when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Local LLM Setup" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Local LLM Setup skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Local LLM Setup is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

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

APA
richfrem. (2026). Local LLM Setup [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/local-llm-setup/
BibTeX
@misc{local-llm-setup-2026,
  author    = {richfrem},
  title     = {Local LLM Setup [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/local-llm-setup/}
}

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