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The Gemini CLI is not OpenAI-compatible — it speaks the native Gemini API. OmniRoute exposes a Gemini-native surface at /v1beta, so setup-gemini emits the @google/genai env recipe (GOOGLE_GEMINI_BASE_URL root + GEMINI_API_KEY) and optionally writes ~/.gemini/settings.json (model). Remote-aware (resolves baseUrl + key from the active context, --remote or --api-key). Documents the cached-Google-login caveat that can override the base URL. Completes the per-CLI setup series (Codex, Claude, OpenCode, Cline, Kilo, Continue, Cursor, Roo, Crush, Goose, Qwen, Aider, Gemini).