arize-prompt-optimization
arize-aiTurn production failures into stronger prompts.
prompt engineering
What it does
Improves LLM prompts by analyzing production traces, evaluations, annotations, datasets, and experiment results.
When to use it
Use when the user wants to optimize, debug, tune, or improve an LLM or system prompt.
How to use it
Ask it to optimize a prompt; it returns revised prompt messages and a brief explanation of the changes.
Uses
Access · 5
This skill
Arize profile
Updates your Arize profile (irreversible)
LLM provider
Sends prompt data to an LLM
Arize experiments
Starts Arize experiments
Arize
Reads your Arize performance data
Good to know
- cannot be undone: Arize profile
What you need · 5
Requires ax 0.33.0 or higher.
Requires an Arize profile configured for the CLI.
Uses jq to extract prompts, join records, find failures, and compare experiment scores.
The Arize API key can be loaded from a saved CLI profile.
About this skill
- Visibility
- Public
- Repository
- arize-ai/arize-skills
- Created
- Oct 8, 2026
- Updated
- Oct 8, 2026
- Files
- 4