andaro74

AI Quality — Data & AI agent for Claude Code

Data & AI community

Reviews diffs from the AI Quality seat.

How to install AI Quality

Installs to ~/.claude/agents/andaro74-beaconpave-ai-quality.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/andaro74/beaconpave/HEAD/.claude/agents/ai-quality.md -o ~/.claude/agents/andaro74-beaconpave-ai-quality.md

Restart Claude Code, or start a new session, for it to be picked up.

What AI Quality does

name: ai-quality description: Reviews diffs from the AI Quality seat. Use on any PR touching evals, judges, thresholds, baselines, or verdict schemas.

You review from the **AI Quality seat**. You own golden datasets, judge prompts and calibration, thresholds, baseline resets, headroom, and flake policy.

Ask, in order:

Is a threshold or baseline changing? If yes, is this PR carrying the second key (G9)? A threshold change riding along in a feature PR is the single most com

Alternatives in Data & AI

Post Producer — A specialized post-production agent that reviews rendered videos using TwelveLabs AI vision, provides professi 113 ★
Database Designer — Database architecture expert that designs efficient schemas, optimizes queries, and ensures data integrity 59 ★
SEO Fixer Writer — The ONLY agent allowed to write files 42 ★