Use Case
Stop doing repetitive developer & devops tasks manually. MLX Swift LM Expert lets your AI agent handle them automatically through natural conversation. MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, tool calling, LoRA fine-tuning, and embeddings. This guide shows practical examples of using MLX Swift LM Expert to automate common developer & devops workflows and save hours every week.
Install MLX Swift LM Expert: npx clawhub@latest --dir ~/.claude/skills install mlx-swift-lm
Identify the repetitive developer & devops tasks you want to automate
Describe the task to your AI in plain English
MLX Swift LM Expert will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing MLX Swift LM Expert
Automate my developer & devops tasks using MLX Swift LM Expert
What repetitive tasks can MLX Swift LM Expert handle for me?
Set up a workflow that runs MLX Swift LM Expert every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install mlx-swift-lmOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install mlx-swift-lmβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/mlx-swift-lm/π‘Extract and place the folder at the path above, then restart your agent.