{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/3"}],"enrichment":{"capability":"Auto-instruments Google ADK applications to emit OpenTelemetry-compatible traces for observing agent behavior, tool calls, and LLM interactions.","skillfed_tags":["observability","llm-tracing","agent-instrumentation"],"use_cases":["Debug multi-step agent workflows by viewing the full trace of tool calls, LLM prompts, and responses in Phoenix or Arize AX.","Monitor production Gemini agents to detect latency bottlenecks, tool failures, or unexpected LLM behavior.","Collect structured telemetry from agent sessions for post-hoc analysis, cost attribution, or quality audits.","Integrate agent observability into existing OpenTelemetry infrastructure without rewriting agent code.","Track session metadata and user interactions alongside agent execution for end-to-end observability."],"what_it_does":"This package wraps Google ADK agent execution to automatically capture traces compatible with OpenTelemetry. It instruments agent initialization, tool calls, LLM requests to Gemini, and response generation, emitting structured span data that can be sent to observability backends like Arize Phoenix or Arize AX for visualization and debugging.\n\nThe instrumentation is applied via a single `GoogleADKInstrumentor().instrument()` call that attaches to your tracer provider. Once active, it requires no changes to your agent code\u2014traces flow automatically to any OpenTelemetry exporter you configure. It depends on opentelemetry-api, opentelemetry-instrumentation, and OpenInference semantic conventions to ensure traces follow standard LLM observability patterns.","worth_installing":"Yes, if you are building or operating Google ADK agents with Gemini and need observability. The package is actively maintained, has no known vulnerabilities, low install friction, and integrates seamlessly with standard OpenTelemetry tooling. Install it alongside a tracing backend (Phoenix or Arize AX) to gain immediate visibility into agent behavior."},"id":"openinference-instrumentation-google-adk","links":{"html":"https://skillfed.io/packages/openinference-instrumentation-google-adk","md":"https://skillfed.io/packages/openinference-instrumentation-google-adk.md","pypi":"https://pypi.org/project/openinference-instrumentation-google-adk/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-12","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"openinference-instrumentation-google-adk","python_support":"supports_current","summary":"OpenInference Google ADK Instrumentation"},"popularity":{"monthly_downloads":551904,"position":6045,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.1.20"}