Daily job shortlist scored against your resume: AI agent prompt
Instead of scrolling LinkedIn, have a coding agent pull fresh postings, score each one against your resume and preferences, and leave only strong matches in a morning shortlist, like the open-source Pinloop CLI workflow built with Claude Code and shared by Ryan Hart.
Personal ProductivityJob searchbeginnerThe prompt
Help me run a daily job search without scrolling job boards. My resume is at [path or paste]. My preferences: [roles, locations, remote/hybrid, seniority, must-haves, deal-breakers]. Using Pinloop (or equivalent job search CLI), pull new postings for [search terms] from the last [24 hours / today], judge each against my resume and preferences (no / weak / fair / strong) with a one-line reason, and add only 'strong' matches to a shortlist named [shortlist name]. Show me the shortlist as a table: company, title, score, reason, link. Don't apply anywhere, don't email recruiters, and don't change my profile. Wait for me to pick which roles to pursue.
How to use it
- Copy the prompt above.
- Replace every [bracket] with your own details (or fill in the blanks on AgentPlaybook Real Estate, which remembers your answers for the next prompt).
- Paste it into Claude Code, Codex, Cursor and review the answer before you use it.
Works with: Claude Code, Codex, Cursor, Pinloop
Real-world example: x.com/thisdudelikesAI/status/2110687856276713553
Featured in: Free AI agent prompts for small business (beginner-friendly)
Before you use it: what to check
Already built into this prompt
- Don't apply anywhere, don't email recruiters, and don't change my profile.
Check yourself
- Don't let AI make the final call on hiring, pay, performance or discipline. Use it to organise information, and have a person decide using criteria you can explain.
- Anything legal, tax or compliance-related is a first draft for a qualified person to check. It is not professional advice, and clause references and deadlines must be checked against the source.
- Check names, dates, numbers and any claim against your own source material before you use the answer. AI can misread or invent details.
Using an AI agent? Download this prompt as a SKILL.md agent skill with these checks built in, or get the .zip for Claude.ai. How to install skills.
Want to make this prompt even better? Grade it with the free prompt grader or build your own with the AI prompt generator.
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