arize-prompt-optimization - Optimize prompts with Arize trace data
Extracts prompts from Arize traces and uses evaluations, annotations, and experiment data to generate improved prompts with the ax CLI.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Extract prompts from spans
- Inspect prompt structures
- Gather performance signals
- Analyze evaluation feedback
- Compare outputs with ground truth
- Generate revised prompts
Inputs
- Arize project
- Arize space
- Trace or span identifiers
- Trace data
- Evaluation data
- Annotation data
- Dataset name
- Experiment name
Outputs
- Extracted prompts
- Performance analysis
- Revised prompts
- Exported trace files
- Exported dataset files
- Exported experiment files
Requirements
- ax CLI
- Configured Arize profile
- Arize data access
- LLM provider credentials or integration