Coreml Optimizer

Quality score: 70/100 · Category: Engineering · Sub-category: performance

Optimize CoreML models for iOS and macOS deployment. Covers quantization, palettization, pruning, Neural Engine targeting, compute unit selection, and performance profiling. Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.

What this skill does

Coreml Optimizer is a production-ready Claude Code skill (quality score 70/100) in the performance sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/coreml-optimizer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.

Who uses this skill

The Coreml Optimizer skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/coreml-optimizer
curl -L https://claudskills.com/skills/coreml-optimizer/SKILL.md \
  -o ~/.claude/skills/coreml-optimizer/SKILL.md

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

Skills live at ~/.claude/skills/coreml-optimizer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\coreml-optimizer\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.

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