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arize-prompt-optimization

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By boshi-xixixi/TraeSkill (GitHub) · coding · 283 stars · scanned at commit 9cf38e6

INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and annotations. Also use when the user wants to make their AI respond better or improve AI output quality. Covers extracting prompts from spans, gathering performance signal, and running a data-driven optimization loop using the ax CLI.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'arize-prompt-optimization' ] || [ -L ~/.agents/skills/'arize-prompt-optimization' ]; then echo 'A skill folder named arize-prompt-optimization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/boshi-xixixi/TraeSkill' "$d" && git -C "$d" checkout --quiet '9cf38e632bdfb9d91a965140ffcbdac8e45659b1' -- '.trae/Skills/.agents/skills/arize-prompt-optimization' && mkdir -p ~/.agents/skills && cp -R "$d"/'.trae/Skills/.agents/skills/arize-prompt-optimization' ~/.agents/skills/'arize-prompt-optimization' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'arize-prompt-optimization' ~/.claude/skills/'arize-prompt-optimization' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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