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USE WHEN you need the AI to \"speak for you\" in PRs, Slack, or public content. |\n\n## The Key Insight\nAugmentation means having a proxy that acts on your behalf. **Proxy** is the synthesis of your `Ego` (tone) and `Librarian` (past work). It ensures that the PAI's outbound communication is indistinguishable from your own, allowing you to scale your social and technical presence.\n\n## Usage\n\n### Represent User\n```bash\npai run Proxy represent --topic \"OAuth Security\"\n```\n\n### Tone Check\n```bash\npai run Proxy audit \"draft_email.md\"\n```\n\n## How it Works\nIt pulls recent \"Good\" examples from `History\u002FExecution\u002F` and your `Ego` profile. 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