phoenix-evals
OfficialBuild and run AI evaluators with Phoenix.
AuthorArize-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Build and run evaluators for AI/LLM applications using Phoenix. This Skill provides a framework to create code-based evaluators, LLM evaluators, and calibration workflows to ensure reliable AI system evaluation.
Core Features & Use Cases
- Code evaluators for deterministic checks (regex, JSON, exact matches).
- LLM evaluators for subjective quality judgments with human calibration.
- End-to-end experiment workflows to run datasets, tasks, and evaluators.
Quick Start
Install and configure the Phoenix evaluation toolkit, then create a simple evaluator (code or LLM), and run it against a small dataset to validate behavior.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: phoenix-evals Download link: https://github.com/Arize-ai/phoenix/archive/main.zip#phoenix-evals Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.