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The helper text and placeholder suggested `--model claude-sonnet-4-…` as a custom CLI argument, which is valid for Claude but crashes Codex agents (its `app-server` subcommand does not accept model flags). Swap in provider-agnostic copy so the UI no longer steers users into an invalid configuration for non-Claude runtimes. Refs #1308.