ai-review

Name: ai-review
Author: wshobson

Perform a specialized AI/ML code review for: $ARGUMENTS

Content Preview

---
model: claude-sonnet-4-0
---

# AI/ML Code Review

Perform a specialized AI/ML code review for: $ARGUMENTS

Conduct comprehensive review focusing on:

1. **Model Code Quality**:
   - Reproducibility checks
   - Random seed management
   - Data leakage detection
   - Train/test split validation
   - Feature engineering clarity

2. **AI Best Practices**:
   - Prompt injection prevention
   - Token limit handling
   - Cost optimization
   - Fallback strategies
   - Timeout management

3. **Data

How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/ai-review.md \
  https://raw.githubusercontent.com/wshobson/commands/main/tools/ai-review.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/wshobson/commands

Then reference at tools/ai-review.md

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