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Apply for jobs and turn notes into coding prompts

Commenters describe a Grok Bot that searches and applies for jobs using a supplied resume, and another that rewrites shorthand notes into prompts for Cursor via CLI.

Time saved
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Setup time
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Running cost
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Cost range
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Use case overview

Commenters describe a Grok Bot that searches and applies for jobs using a supplied resume, and another that rewrites shorthand notes into prompts for Cursor via CLI.

Reported experience

  1. What they did

    One commenter uses Grok Bot through the Cursor CLI: they link it to their developer docs, send it shorthand notes while away from their desk, and it rewrites those notes into a full prompt before having Cursor start coding. The same commenter says a separate small team of bots handles job hunting by searching for jobs and applying to them after being given their resume, a cover letter, and an FAQ sheet about them.

  2. How it went

    The thread presents both as active personal automations, but gives no numbers on applications, interviews, hires, code output, or time saved. It also does not spell out the steps inside the job-search bot team or where manual review happens.

  3. Worth knowing

    The main catch is how little detail the commenter gives: beyond feeding resume materials and linking dev docs, the thread does not document the workflow enough to copy exactly.

Example prompts

Try with Grok Bot
Search for [job title] roles in [location or remote] posted this week that match the attached resume and these requirements: [salary, industry, must-haves]. For each good match, prepare a tailored cover note and the filled-out application. Pause and show me each application before you submit it, and stop once you've lined up [number] applications for review.