Skills
.Work. You
Rest

cmd-ai-ml-experiment

Community

Run self-contained ML experiments with reports

Software Engineering#automation#python#reporting#ray#experiment#ml#experiments
Authorjlaws
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Streamlines end-to-end ML experimentation by packaging each run into a self-contained folder with an executable script, a generated report, and artifact directories.

Core Features & Use Cases

  • Self-contained experiment folders containing experiment.py, report.md, game_data/, data/, figures/, checkpoints/
  • Timestamped naming and folder structure to support series, re-runs, and parallel evaluation
  • Guided workflow including mode detection (single, re-run, series) and optional distributed execution with Ray

Quick Start

Run a single ML experiment by creating a timestamped folder, then execute the provided experiment.py to generate a report and artifacts.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: cmd-ai-ml-experiment
Download link: https://github.com/jlaws/dotfiles/archive/main.zip#cmd-ai-ml-experiment

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.