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The assistant opens beside the resume or letter it works on: a third column at 1280px and wider, in place of the left panel from 1024px, a drawer below that, and full screen on phones. The bar's button and Mod+J toggle it. The panel sets up a provider in place, suggests what to ask, streams replies with Stop and Continue, asks clarifying questions, and shows proposed edits as change sets with page marks, the outline's "n proposed" pill and the page caption. Context chips decide whether the next message shares the document and the posting. Errors keep the message with Retry and Switch model, past conversations are grouped by document with their outcomes, and the conversation can be copied as a transcript. Improve in the rich-text toolbar suggests a stronger verb, a result, a shorter line or the user's own request for the line holding the caret, and replaces it only on Replace. The Agents pages, the builder's assistant sheet and the application copilot panel are removed; /agent links redirect to the document with the assistant open. Command palette Ask, Job match's missing terms, Applications' Prepare for next step and Copy for a job all open the assistant on the right document. Removes the unused react-resizable-panels and @shadcn/helpers dependencies.