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The Antigravity CLI never saw ToolAhead's hooks. agy reads lifecycle hooks only from installed plugins, not from the .agents/hooks.json that init-antigravity wrote. Its log reported loaded 0 named hooks from 0 hooks.json file(s) and no event ever reached the daemon — the integration was inert.
init-antigravity now also writes a plugin to ~/.toolahead/agy-plugin/ and installs it when agy is on your PATH (otherwise it prints the command). Verified on CLI 1.1.11: the daemon receives Antigravity's native tool events with the correct mapping and model. The plugin carries no project URL on purpose — agy plugins are global, and the workspace check keeps projects apart, so one install covers all of them.
What each agent reports natively is now documented, because it decides what can be learned without the MCP tools: Claude Code and Antigravity expose their full file/search/command surface; Codex reports only Bash and apply_patch, so read/search learning there needs --replay-tools.
Known Antigravity limitation, found while testing: agy --print reports no workspace and runs commands in its own scratch directory, so there is no project state to accelerate in print mode. End-to-end speedups on Antigravity remain unverified.
Install: uvx toolahead