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AI/MLgithub

arize-prompt-optimization

Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.

Stars
34,159
Source
github/awesome-copilot
Updated
2026-05-29
Slug
github--awesome-copilot--arize-prompt-optimization
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/github/awesome-copilot/HEAD/plugins/arize-ax/skills/arize-prompt-optimization/SKILL.md -o .claude/skills/arize-prompt-optimization.md

Drops the SKILL.md into .claude/skills/arize-prompt-optimization.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.