القائمة
Use when adding neatlogs observability to a Python project that uses the Google Agent Development Kit (imports `google.adk`, builds an ADK agent/runner).
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when adding neatlogs observability to a Python project that uses LangChain or LangGraph (imports `langchain*` / `langgraph`, builds chains, runnables, or a graph).
Use when adding neatlogs observability to a TypeScript/Node.js project that uses LangChain or LangGraph (depends on `@langchain/*` / `@langchain/langgraph`).
Use when adding neatlogs observability to a Python project that uses CrewAI (imports `crewai`, builds a Crew/Flow with agents and tasks).
Use when adding neatlogs observability to a Go project — Google Gemini (genai), Google ADK agents, or custom code. Covers Init, WrapGenAI, ADK passthrough, Trace, and Identify (sessions & end-users).
Use when adding neatlogs observability to a Python project that uses the Agno agent framework (imports `agno`, constructs Agno `Agent`s).
Use when adding neatlogs observability to a Python project that uses DSPy (imports `dspy`, defines `dspy.Module`s / signatures).
| name | neatlogs-py-google-adk |
| description | Use when adding neatlogs observability to a Python project that uses the Google Agent Development Kit (imports `google.adk`, builds an ADK agent/runner). |
| compatibility | Neatlogs Wizard Agent |
| metadata | {"author":"neatlogs","version":"1.0","language":"python","framework":"google-adk"} |
This project uses the Google ADK (google.adk.runners.Runner / InMemoryRunner, LlmAgent). Neatlogs instruments it with neatlogs.wrap(runner).
neatlogs.wrap(runner)neatlogs.wrap() patches the Runner's run() (sync generator) and run_async() (async generator), tracing each invocation as a WORKFLOW span with token usage, output, and tool-call metadata extracted from the event stream.
WORKFLOW google_adk.runner.run_async (per invocation)
Combine with @neatlogs.span / neatlogs.trace / neatlogs.log for your own orchestration; the runner span nests under them.
references/1-install.mdreferences/2-add-init.mdreferences/3-set-env.mdreferences/4-wrap-runner.mdreferences/5-spans-trace-log.mdreferences/6-flush-shutdown.mdneatlogs.init() MUST run BEFORE importing google.adk. load_dotenv() runs before init().runner = neatlogs.wrap(InMemoryRunner(agent=..., app_name=...)). Returns the same instance; run_async() stays an async generator (consume with async for).runner.run_async() loop in @span/trace — wrap() already opens the WORKFLOW span. Use @span for YOUR orchestration only.os.getenv(). ADK reads GOOGLE_API_KEY (set GOOGLE_GENAI_USE_VERTEXAI=0 for AI-Studio keys).import neatlogs at module top level.references/5-spans-trace-log.mdreferences/span-kinds.mdidentify()) → references/sessions-and-end-users.md