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Job Scraper

Finds new job postings from installed portal CLIs and skips ones you've already seen.

Source Download skill
Repository
ai-job-search-dev/ai-job-search
Stars
68,902
Licence
MIT
Files
2 files

What it does

When you ask your AI agent to find new jobs, this skill makes it search job portals (such as LinkedIn and other local job boards) using the search terms in your profile, looking only at postings from roughly the last 14 days. It keeps a memory of jobs already seen and your application tracker so it only shows you new matches, with a quick note on how well each one fits you. Results from web search are treated as untrusted text, not instructions.

Great for

  • Job seekers who want a recurring, de-duplicated list of new postings instead of manual searching
  • Users of the ai-job-search project who already have portal search CLIs installed

Skip it if

  • People who have not set up the portal CLI skills or a profile with search queries; the skill depends on them and falls back to web search otherwise
  • Anyone wanting fully automated applications; this skill only finds and assesses postings, and scraping job sites may breach some portals' terms of use

Try asking

  • “Find new jobs”
  • “Scrape for jobs focused on data science”
  • “/scrape broad”
  • “/scrape health”
Step-by-step guide: how to use Job ScraperInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 2 original files, the MIT licence and an attribution note.

    job-scraper.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip job-scraper.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip job-scraper.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Keep your search-queries.md and profile up to date so results match your goals.
  • Use /scrape health to check which portals are responding before a full run.
  • Review the posting URLs yourself before applying; the skill does not follow links inside descriptions.

What's inside

  • search-queries.md
  • SKILL.md

Redistributed unmodified from ai-job-search-dev/ai-job-search under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.