adk-observability-guide 是做什麼的？
在為 ADK 代理設定可觀測性、分析生產流量、除錯代理行為或改善代理效能前，務必閱讀。ADK 可觀測性指南涵蓋 Cloud Trace、提示-回應記錄、BigQuery 代理分析、第三方整合與問題排解。在設定代理的監控、追蹤或記錄時，或想了解已部署代理如何處理實際流量時，請使用此指南。
在為 ADK 代理設定可觀測性、分析生產流量、除錯代理行為或改善代理效能前，務必閱讀。ADK 可觀測性指南涵蓋 Cloud Trace、提示-回應記錄、BigQuery 代理分析、第三方整合與問題排解。
這份指南提供 ADK 代理的全面可觀測性設定，包含 Google Cloud Trace 的分散式追蹤、提示與回應的完整記錄、以及 BigQuery Agent Analytics 的深入分析。它支援 Cloud Monitoring、Cloud Logging 等原生技術，並可整合 Datadog 等第三方工具。使用者能透過這份指南設定監控、記錄與警示，以了解代理在生產環境中的實際行為，並快速診斷問題。此技能確保代理在部署後具備高可觀測性，從而提升穩定性與效能。
npx skills add https://github.com/google/adk-docs/tree/main/skills/adk-observability-guideInstalled? Explore more 生產力與協作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
在為 ADK 代理設定可觀測性、分析生產流量、除錯代理行為或改善代理效能前，務必閱讀。ADK 可觀測性指南涵蓋 Cloud Trace、提示-回應記錄、BigQuery 代理分析、第三方整合與問題排解。在設定代理的監控、追蹤或記錄時，或想了解已部署代理如何處理實際流量時，請使用此指南。
This repo contains 5 individual skills — each has its own dedicated page.
MUST READ before writing or modifying ADK agent code. ADK API quick reference for Python — agent types, tool definitions, orchestration patterns, callbacks, and state management. Includes an index of all ADK documentation pages. Do NOT use for creating new projects (use adk-scaffold).
MUST READ before deploying any ADK agent. ADK deployment guide — Agent Engine, Cloud Run, GKE, CI/CD pipelines, secrets, observability, and production workflows. Use when deploying agents to Google Cloud or troubleshooting deployments. Do NOT use for API code patterns (use adk-cheatsheet), evaluation (use adk-eval-guide), or project scaffolding (use adk-scaffold).
ALWAYS ACTIVE — read at the start of any ADK agent development session. ADK development lifecycle and mandatory coding guidelines — spec-driven workflow, code preservation rules, model selection, and troubleshooting.
MUST READ before running any ADK evaluation. ADK evaluation methodology — eval metrics, evalset schema, LLM-as-judge, tool trajectory scoring, and common failure causes. Use when evaluating agent quality, running adk eval, or debugging eval results. Do NOT use for API code patterns (use adk-cheatsheet), deployment (use adk-deploy-guide), or project scaffolding (use adk-scaffold).
MUST READ before creating or enhancing any ADK agent project. Use when the user wants to build a new agent (e.g. "build me a search agent") or enhance an existing project (e.g. "add CI/CD to my project", "add RAG").
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.