Better LLM prompts, grounded in real failures.
What it does
Improves LLM prompts using production traces, evaluations, and human feedback.
When to use it
Use when the user asks to optimize prompts, improve model responses, improve output quality, or tune system prompts.
How to use it
Give it a prompt improvement request; it analyzes performance data and returns revised prompt messages with an explanation.
Uses
Latest review
What you need · 4
Requires the ax CLI with a configured Arize profile.
Requires authenticated Arize access to the relevant space; the profile setup instructions recommend a space-scoped service key.
Access · 4
This skill
Arize
Execute
Arize experiments
Write
Creates Arize experiments
your LLM
Write
Sends prompts and performance records