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Threads belong to a resume or a cover letter (agent_threads.cover_letter_id) and count the edits they proposed and the user accepted. The propose_edits tool rewrites or adds passages by id, resolved against the document as it is now, and the edit statuses are stored with the message. read_letter joins read_resume; apply_resume_patch, approvals, revert and archiving are removed. Message context lets the user leave the document or the linked posting out of a message; the posting now includes the application's notes. Redis is optional: without it replies stream directly. The proposal core (passages, additions, states) moves to @reactive-resume/resume/proposals so the server and the web app share it. Adds ai.improve, which suggests a rewrite of one line (stronger verb, a result, shorter, or the user's own request) and says when it states something new.