Agent Evaluation

google/agents-cli

Build evaluation datasets, run and grade agent traces, and investigate failures.

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About this Skill

Build evaluation datasets, run and grade agent traces, and investigate failures.

Why we picked it

Covers dataset schema, metrics, judge configuration and an iterative eval-and-fix workflow.

What it helps with

  • Covers dataset schema, metrics, judge configuration and an iterative eval-and-fix workflow.

Scope and use

Covers dataset schema, metrics, judge configuration and an iterative eval-and-fix workflow.

Install the suite together: this task refers to the shared workflow and other Skills. Actual cloud operations depend on your project configuration and require the appropriate authorization.

Before you use it

  • The Skills work with a coding agent and the bundled references. Task execution uses agents-cli; upstream lists Python 3.11+, uv and Node.js. Local model calls require configured provider access; cloud deployment needs a Google Cloud project and may incur charges.

Sources & references

Original sources are linked below. Practical starting points are editorial suggestions from SkillHey.