How curation runs
Once you name the job, the agent reads your resume with read_my_resume and the posting's full details, then works through your resume looking for what genuinely applies: a project that used a tool the posting names, a responsibility that maps to what the role is asking for, a result that's relevant even if it wasn't the headline of your last job.
It reorders and rewords those pieces to speak the posting's language honestly, and it can build a matching cover letter when the role calls for one, a formal posting, a career change, something that asks for a statement of interest.
The finished document saves into your resume library, a new entry alongside whatever else is there, and your live resume, the one employers and job matching actually see, is untouched by this step. If you decide the curated version should become your live resume, that's a separate action you take explicitly, publish_resume, which asks for your approval every single time regardless of how the document was created.
Building a resume for one job
You've found a data analyst role at a company you're serious about and ask the agent to put together a resume for it.
It reads your master resume and pulls the full posting, then works through what you actually have: your dashboard project moves up because the posting specifically wants dashboard experience, a bullet about a reporting tool gets reworded to match the exact term the posting uses since you did use that tool, and an unrelated volunteer role from three years ago drops lower since it's not relevant to this posting.
What it won't do is add a certification you don't hold or round a modest metric up to sound more impressive. If your resume genuinely doesn't show a skill the posting wants, the agent says so rather than inventing it, and you decide from there whether to apply anyway or add real evidence of that skill first.
The finished document saves to your library under a name you can recognize later, ready to attach to that specific application.
Boundaries
The truthfulness rule and what it protects
Curation runs under a standing constraint at the prompt level: select, reorder, and emphasize what's real, never fabricate. That applies to skills, job titles, dates, and any number attached to a result. If a posting wants something your history doesn't show, the agent names the gap instead of papering over it.
Saving a curated document to your library requires your approval, and it never touches your live resume on its own. Only publish_resume replaces what employers and job matching see, and that tool sits on a list the system will never auto-approve under any circumstance, including inside an automated curation run, so nothing you didn't explicitly approve can become your public resume.
Your first-ever resume is preserved as an untouchable Original underneath all of this: it can't be overwritten, renamed, or deleted by curation or anything else, so you always have your unedited starting point to go back to. Curation itself is free, part of the agent, with no subscription required.
Frequently asked questions
Can AI resume curation add a skill or experience I don't actually have?
No. A prompt-level truthfulness rule restricts curation to selecting, reordering, and rewording what's genuinely already on your resume for a specific posting. It cannot invent a skill, title, date, or metric that isn't real.
Does curation change the resume employers currently see?
No. A curated document saves as a new entry in your resume library. Your live resume, the one employers and job matching see, only changes when you separately approve publish_resume.
What happens to my very first resume once curation starts making new versions?
It's preserved as an immutable Original the moment you upload it. Curation, edits, and library cleanup can never overwrite, rename, or delete it, so your unedited starting point always stays available.
Will curation write a cover letter too?
It can, when the role seems to call for one, a formal posting, a role asking for a statement of interest, or a career change. It's offered, not automatic, and it follows the same truthfulness rule as the resume itself.
Related pages
Build a resume for a specific job
Name a posting and ask the agent to put a resume together for it, no subscription needed. Whatever comes back only works from what's actually true about you.