Gemini CLI

tool · updated Jul 15, 2026

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Gemini CLI is a command-line interface tool for interacting with Gemini models that passes model output and executes it, enabling inspection of outcomes within an agentic workflow.

Usage in Agentic Evaluation Pipelines

Philipp Schmid (Google DeepMind) demonstrates Gemini CLI as the execution layer in an agent skill evaluation workflow, describing how "it was the Gemini CLI which uh passes the output and returns runs it so we can like take a look at the outcome." This usage situates the tool as a mechanism for running model-generated outputs and observing results — a critical step when applying evals to agent skills before shipping them.