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Mlx Bench

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Measure a locally served MLX model without downloading it.

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  • Added October 2, 2026
ai-agentspythonshell

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A100/100

Pro scans all 19 files and shows the line behind each finding

Scanned October 2, 2026

npx -y skills add cavi-ai/mlx-agent --skill mlx-bench --agent claude-code

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SKILL.md
---
name: "mlx-bench"
description: "Measure a locally served MLX model without downloading it."
---

# MLX Bench

Resolve `<skill-dir>` as the absolute directory containing this SKILL.md. Never resolve the bundled executable from the shell working directory.

canonical capability ID: mlx-agent.bench

Measure a model already served by a running local runtime:

`python3 <skill-dir>/scripts/mlx-agent bench run --repo <repo> --runtime <runtime> --json`

Present the returned measurements as returned. Bench must not start servers, download model weights, or change configuration; the model must already be served by an existing local runtime.

Files in this skill

  • SKILL.md643 B
  • scripts/mlx-agent373 B
  • scripts/mlx-agent-mcp371 B
  • src/mlx_agent/__init__.py148 B
  • src/mlx_agent/__main__.py144 B
  • src/mlx_agent/adoption.py36.3 KB
  • src/mlx_agent/backend_install.py10.4 KB
  • src/mlx_agent/backend_runner.py2.3 KB
  • src/mlx_agent/backends.py15.6 KB
  • src/mlx_agent/bench.py17.2 KB
  • src/mlx_agent/blueprint.py4 KB
  • src/mlx_agent/command_args.py18.8 KB
  • src/mlx_agent/command_executor.py2.9 KB
  • src/mlx_agent/contextfit.py3.1 KB
  • src/mlx_agent/contracts.py3.1 KB
  • src/mlx_agent/convert.py14.6 KB
  • src/mlx_agent/discovery.py20.2 KB
  • src/mlx_agent/fetch_runner.py1.9 KB
  • src/mlx_agent/fleet.py11 KB

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