Arize Instrumentation

This is a two-phase instrumentation assistant that reads your codebase first, then adds Arize AX tracing after you confirm the plan. It detects your stack (Python, TypeScript, Java, Go) by scanning dependencies and imports, figures out which LLM providers and frameworks you're using, then routes to the right OpenInference auto-instrumentation packages or manual OpenTelemetry spans. The analysis phase is read-only and won't touch your code until you approve. Useful when you want observability on an existing LLM app without hunting through integration docs yourself. It prioritizes framework-native tracing over provider-specific when available and never hardcodes credentials into generated code.

Install to Claude Code

npx -y skills add github/awesome-copilot --skill arize-instrumentation --agent claude-code