← All skills

optimization-gguf

65 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.

By davila7/claude-code-templates (GitHub) · coding · 33,256 stars · scanned at commit a6e6f93

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

Low-risk skills in the same category (coding) that look related. Check that one does what you need.

• 100 Low riskperformance-optimizationgamedev-skills/awesome-gamedev-agent-skills · 8,118 stars
• 80 Low risktensorrt-optimizationa5c-ai/babysitter · 1,903 stars
• 80 Low riskgguf-conversion-expertanubhavg-icpl/vibe · 13 stars

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'optimization-gguf' ] || [ -L ~/.agents/skills/'optimization-gguf' ]; then echo 'A skill folder named optimization-gguf already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/davila7/claude-code-templates' "$d" && git -C "$d" checkout --quiet 'a6e6f93e9a4baaa6ff337aee5505bf5c2bae4ce6' -- 'cli-tool/components/skills/ai-research/optimization-gguf' && mkdir -p ~/.agents/skills && cp -R "$d"/'cli-tool/components/skills/ai-research/optimization-gguf' ~/.agents/skills/'optimization-gguf' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'optimization-gguf' ~/.claude/skills/'optimization-gguf' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for davila7/claude-code-templates shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/davila7/claude-code-templates.svg)](https://zalavijaysinh.github.io/skilltrust/repos/davila7/claude-code-templates/)

Score history