evaluate-ai-quality-monitoring

Name: evaluate-ai-quality-monitoring
Author: alexe-ev

Define quality criteria for AI features and set up monitoring, evaluation, and iteration loops. Use this skill when a team needs to ensure their AI feature maintains acceptable quality in production.

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Updated 3 months ago

View on GitHub ↗License: MIT

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Evaluate AI Quality & Monitoring

Purpose

Help teams define quality standards for AI-powered features and design monitoring and evaluation systems that detect degradation and support continuous improvement.

Skill type

Conceptual skill

Use this skill when

An AI feature is going into production and needs quality monitoring
AI output quality has degraded and needs diagnosis
Quality criteria for an AI feature are undefined
An evaluation framework is needed for iterating on AI fe

[Description truncada. Veja o README completo no GitHub.]

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