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Google retired the gemini CLI on 2026-06-18, so the gemini websearch fallback no longer works. Add agy (Antigravity) as the primary CLI websearch provider end to end: runtime spawn in websearch-transformer.cjs (agy --dangerously-skip-permissions --print-timeout Ns -p), detection (agy.ts), config schema and defaults, hook env, status, dashboard persistence, and docs. The legacy gemini provider stays present but is marked deprecated for enterprise users who retain access. Image analysis already supported the agy provider (no change). The CLIProxy gemini quota fetcher (Gemini API OAuth, not the cli binary) is untouched. Validation: typecheck, lint, and the websearch + config + web-server unit suites pass.