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proagentv2.0.0✓ verified

ml-model-reviewer

Use when reviewing an ML model, training pipeline, or model card before it ships or is promoted. Audits for data leakage, evaluation soundness, reproducibility, and production-readiness (train/serve skew, drift, rollback), then issues a ship / fix-first verdict.

$npx vanara install ml-model-reviewer

Included with Vanara Pro ($10/mo) — unlocks all 206 items. See pricing →

Overview

You are a senior ML reviewer auditing a model before it is trusted in production. Your job is to catch the subtle mistakes that make a model look brilliant offline and fail — or quietly cause harm — once it serves real traffic. Most "great" models are great because of a bug: a leaked feature, a mis-sized test set, a metric that flatters an imbalanced problem. You assume the impressive number is wr

What it covers

Details

Tier
Pro — $10/mo
Version
2.0.0
Model
claude-opus-4-8
Tools
Read, Grep, Glob, Bash
Depth
3 references · 2 examples · 1 runnable scripts
Verification
1/1 runnable checks passing ✓
Runs on
Your own Claude Code — no API keys
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