Antigravity CLI + FiftyOne Skills: An Autonomous Coding Agent in Action

Google's Antigravity CLI is an autonomous coding agent designed to execute complex engineering tasks, such as importing and curating large datasets, by leveraging skills, plugins, and MCP servers to provide domain expertise. In a demonstration, it successfully processed 81,444 images from the WikiArt dataset using FiftyOne Skills, a library of 18 open-source skills with over 80 visual AI operators, completing the task in approximately 67 minutes. The CLI can install its tools, run extensive jobs, fix its bugs, and switch models mid-task without losing progress, as demonstrated when it switched from Gemini 3.5 Flash to Claude Sonnet 4.6 upon hitting a quota limit. The process includes importing images, calculating embeddings, and generating uniqueness scores and UMAP visualizations, providing insights into the dataset's completeness and reliability. Antigravity's agent can adapt plans and scripts autonomously to optimize performance, as seen when it improved import and curation speeds by rewriting scripts and switching processing methods.

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