arize-prompt-优化 是做什么的?
利用生产追踪数据、评估和标注,优化、改进和调试LLM提示词。从调用跨度中提取提示词,收集性能信号,并使用ax CLI运行数据驱动的优化循环。当用户提到优化提示词、改进提示词、让AI回答更好、提高输出质量、提示工程、提示调优或系统提示改进时,可使用此技能。
利用生产追踪数据、评估和标注,优化、改进和调试LLM提示词。从调用跨度中提取提示词,收集性能信号,并使用ax CLI运行数据驱动的优化循环。
这是一个AI代理技能,用于优化和改进大型语言模型(LLM)的提示词。它通过分析生产环境中的追踪数据、评估结果和人类标注,系统性地提升提示词质量。该技能首先从追踪跨度中提取提示词和性能信号,然后利用ax CLI工具执行数据驱动的优化循环,自动调整提示词以获得更好输出。支持包括Claude Code和Coder在内的多种AI开发平台。适用于需要提高AI响应质量、进行提示工程或系统提示优化的场景。
npx skills add https://github.com/arize-ai/arize-skills/tree/main/skills/arize-prompt-optimizationInstalled? Explore more 编程与开发 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
利用生产追踪数据、评估和标注,优化、改进和调试LLM提示词。从调用跨度中提取提示词,收集性能信号,并使用ax CLI运行数据驱动的优化循环。当用户提到优化提示词、改进提示词、让AI回答更好、提高输出质量、提示工程、提示调优或系统提示改进时,可使用此技能。
This repo contains 2 individual skills — each has its own dedicated page.
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the user wants to instrument their app, add tracing from scratch, set up LLM observability, integrate OpenTelemetry or openinference, or get started with Arize tracing.
Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-cause investigation using the ax CLI. Use when the user wants to look at existing trace data, see what their LLM app is doing, export traces, download spans, investigate errors, or analyze behavior regressions.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.