---
name: al-131-daily-job-shortlist-scored-against-your-resume
description: "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. Use when the user wants help with job search (personal productivity) for a small business."
---

# Daily job shortlist scored against your resume

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.

## Inputs to collect first
Ask the user for anything below that they haven't already given you. Don't guess missing facts.

- Path or paste
- Roles, locations, remote/hybrid, seniority, must-haves, deal-breakers
- Search terms
- 24 hours / today
- Shortlist name

## Instructions

Do the task below with the user's inputs in place of each [bracket].

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.

## Safety checks (share these with the user)

- 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.
- Say clearly which parts need a person to review or approve before anything is sent, paid, posted or filed.

## About this skill

- Works with: Claude Code, Codex, Cursor, Pinloop
- Based on this real-world example: https://x.com/thisdudelikesAI/status/2110687856276713553
- Free prompt from AgentPlaybook Real Estate: https://agentic-library.netlify.app/prompt/al-131-daily-job-shortlist-scored-against-your-resume/
- To install in an agent that supports Agent Skills, save this file as SKILL.md in a folder with the same name as `name` above (for example in your skills directory). Install steps for Claude.ai, Claude Code, Cursor and Codex: https://agentic-library.netlify.app/skills/