Mle Reviewer - Claude Code Skill

★ 225,587 · misc · free & open source

Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibility, offline/online evaluation, model serving, monitoring, and rollback. Use when ML, MLOps, model training, inference, feature store, or evaluation code changes.

install in claude code
$npx skills add affaan-m/everything-claude-code
paste this into your terminal, then restart Claude Code and run /skills
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the loadout

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Or install it in one command: npx skillissue loadout · read the loadout first

What is Mle Reviewer?

Mle Reviewer is a misc agent skill for Claude Code: Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibility, offline/online evaluation, model serving, monitoring, and rollback. Use when ML, MLOps, model training, inference, feature store, or evaluation code changes. It has 225,587 stars on GitHub.

How to install Mle Reviewer in Claude Code

  1. Open a terminal in your project.
  2. Run npx skills add affaan-m/everything-claude-code
  3. Start (or restart) Claude Code and type /skills to confirm Mle Reviewer is loaded.

FAQ

What is Mle Reviewer?

Mle Reviewer is a misc agent skill for Claude Code: Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibility, offline/online evaluation, model serving, monitoring, and rollback. Use when ML, MLOps, model training, inference, feature store, or evaluation code changes. It has 225,587 stars on GitHub.

How do I install Mle Reviewer in Claude Code?

Run "npx skills add affaan-m/everything-claude-code" in your terminal, or copy the skill into ~/.claude/skills/ (all projects) or .claude/skills/ (current project). Verify it loaded with the /skills command inside a Claude Code session.

Is Mle Reviewer free?

Yes. Mle Reviewer is open source - the full source is on GitHub at affaan-m/everything-claude-code and free to install and use with Claude Code.

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