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Skills/Backend & APIs
google avatar

Adk Eval Guide

google/adk-docsOfficial

This is a methodology guide for evaluating ADK agents, not a working skill you'd install. It covers the systematic stuff: what metrics to track when testing your agents, how to structure evaluation schemas, and workflows for iterating on performance. Use it when you're past the "does it work?" phase and need a framework for measuring improvements across versions. The source example shows a basic weather skill structure, but that's just illustrative. The real value here is having a standardized approach to eval rather than making it up each time. Saves you from reinventing assessment criteria for every agent project.

installs
2.6K
GitHub stars
1.5K
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add google/adk-docs --skill adk-eval-guide --agent claude-code

Installs into .claude/skills of the current project.

Files

This is a methodology guide for evaluating ADK agents, not a working skill you'd install. It covers the systematic stuff: what metrics to track when testing your agents, how to structure evaluation schemas, and workflows for iterating on performance. Use it when you're past the "does it work?" phase and need a framework for measuring improvements across versions. The source example shows a basic weather skill structure, but that's just illustrative. The real value here is having a standardized approach to eval rather than making it up each time. Saves you from reinventing assessment criteria for every agent project.

Browse the repository on GitHub

Sponsors

SnugThe clipboard manager you and your agent can use, safelyAgent CaffeineClose your lid, come back to finished workWaxBlock anything with supervision, without erasing your iPhoneOpen StepsSponsoredFree and open-source skills that make AI coding agents easier to understand, verify, and control.

Details

Repository
github.com/google/adk-docs
Categories
Backend & APIs, DevOps & CI/CD, Documentation, Code Review & Quality, AI & Agent Building, Release Management, Debugging, Automation & Workflows

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