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phoenix-cli - Phoenix CLI for LLM Debugging and Observability

Debug LLM applications by fetching traces, analyzing errors, reviewing experiments, inspecting datasets, and querying the Phoenix GraphQL API.

Tags

Updated: 2026-09-16
phoenixllm-observabilityclitracingdebugginggraphql

Capabilities

Fetch and filter execution tracesRetrieve trace and span detailsInspect session traces and annotationsInspect datasets and experiment runs

Typical Inputs

Phoenix host URLPhoenix project namePhoenix API key

Typical Outputs

Trace and span JSON dataSession and annotation JSON dataDataset and experiment JSON data

What this skill does

  • Fetch and filter execution traces
  • Retrieve trace and span details
  • Inspect session traces and annotations
  • Inspect datasets and experiment runs
  • Fetch plain text prompt content
  • Query Phoenix GraphQL API
  • Download documentation for offline use

Inputs

  • Phoenix host URL
  • Phoenix project name
  • Phoenix API key
  • Trace and session IDs
  • Dataset and prompt names
  • GraphQL queries

Outputs

  • Trace and span JSON data
  • Session and annotation JSON data
  • Dataset and experiment JSON data
  • Plain text prompt content
  • GraphQL query JSON results
  • Downloaded documentation markdown files

Requirements

  • Node.js runtime or @arizeai/phoenix-cli package
  • Accessible Phoenix server instance
  • Optional jq utility for JSON parsing

Source

  • Spec: SKILL.md

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