Draft a tailored resume from a job posting
Use Claude to turn one job post into a focused resume and cover letter draft based on your real background.
- What they did
- A commenter set up Claude Code or Claude Cowork as a job-search workspace with separate folders for resumes and cover letters, plus sample files and a CLAUDE.md file that spelled out their background, writing style, and rules. When they pasted in a posting, Claude broke down what the role seemed to require, then produced a matching resume and cover letter as .docx files and stored them in the right folders. It also explained what it had changed and pointed out places where the user should answer questions or fill in gaps instead of making things up.
- How it went
- The workflow was described as a handy personal system, not a tracked test, so there are no counts for applications or interviews. One commenter warned that the drafts still need a careful read because Claude can exaggerate or invent details.
- Tips
- This works best when you give it concrete achievements and real numbers up front. Treat the output as a draft to edit, not something to submit unchanged.
Try it yourself with Claude Code
You are helping me apply for a job. First, read this job posting: [paste the job posting or link]. Then review my background here: [paste resume, notes, and any past cover letters]. Create a short summary of what this employer seems to want, then draft a targeted resume and cover letter as new files using only facts I provided. If anything important is missing, list the gaps and ask me questions before drafting those parts. Do not invent experience, dates, metrics, or qualifications. Before you save, export, send, or submit anything, pause and ask me to approve the draft and file names.
Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.
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