Update to Talent Augmentation OS

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      "long_description": "Talent Augmentation OS (TAOS) is a personal skills coach that works inside ChatGPT. It keeps a short profile of what you already know and what you are still learning, and decides per task whether to just do the work or ask for your approach first.\n\nA five minute check builds your profile. After that: fast on the parts of your job you already know well, and coached on the parts you are growing into, so you keep the judgement that AI would otherwise do for you.\n\nWhat TAOS can do from the chat:\n- Run or resume your expertise assessment\n- Coach you through a task, calibrated to your own profile\n- Switch to ship mode when you just need speed, no coaching friction\n- Update your profile as your skills and goals change, always with your confirmation first\n\nYour profile is a portable markdown file that follows you across tools. You sign in once, with Google or an emailed code.",
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        "description": "Turn on Talent Augmentation OS (TAOS) coaching and keep it on for the whole conversation. Invoke at the start of any substantive work session and whenever the user brings a task, asks for help, feedback, or coaching, or wants to get better at a skill. When a TAOS profile exists, prefer this over answering cold.",
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          "short_description": "Turn on Talent Augmentation OS (TAOS) coaching and keep it on for the whole conversation. Invoke at the start of any substantive work session and whenever the user brings a task, asks for help, feedback, or coaching, or wants to get better at a skill. When a TAOS profile exists, prefer this over answering cold."
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        "description": "Update the user's TAOS profile: expertise changes, new goals, or calibration tweaks like \"coach me harder on X\", \"never automate Y\", \"move Z to speed\". Invoke when the user reports a change or asks to adjust how TAOS treats them.",
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