arize-prompt-optimization - Optimize prompts with Arize trace data
Extracts prompts from Arize traces and uses evaluations, annotations, datasets, and experiments to improve prompt performance.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Extract prompts from spans
- Inspect prompt templates
- Gather evaluation signals
- Analyze failed outputs
- Optimize prompts with feedback
- Export traces and experiments
Inputs
- Arize project
- Arize space
- Trace spans
- Datasets
- Experiment results
- Evaluation labels and scores
- Annotation feedback
- LLM provider credentials
Outputs
- Extracted prompt
- Prompt performance analysis
- Optimized prompt
Requirements
- ax CLI
- Configured Arize profile
- Arize project access
- Supported LLM provider or integration