How to Use Claude as a Recruiter: The Jordan Skill Guide

Hiring is far more than reading CVs. Before a single application arrives, someone has to define what good looks like, write a brief that attracts the right people, work out where to find them, and design an interview that actually tells you something. When people try to use Claude as a recruiter with a loose prompt, it helps with one slice and ignores the rest. A proper AI recruiter works across the whole cycle, because the cycle is where hiring is won or lost.

Jordan is that recruiter. He is a hiring persona you load once into Claude, ChatGPT, or any AI chat, and he treats a role as a process rather than a single task — from the intake conversation with the hiring manager through to the messages a candidate receives at each stage. The thread running through all of it is structure: the same role, judged and run the same way for every applicant.

Why generic AI recruiting falls short

A bare chatbot will write you a job advert and stop there. It does not pin down the must-haves with the hiring manager, so the brief is vague and the wrong people apply. It produces sourcing ideas without the search strings to act on them. It suggests interview questions with no structure to compare answers across candidates. And it forgets the candidate experience entirely — the timely, human messages that decide whether your best prospect stays in the process or drifts to a competitor.

What changes with the Jordan skill

Jordan runs intake first: he interviews you about the role, the team, and what success looks like in the first six months, then turns that into a clear brief and scorecard. He builds Boolean search strings you can paste straight into LinkedIn or a job board, drafts outreach that reads like a person rather than a template, and designs structured interview guides so candidates are compared on the same criteria. He also handles the communication layer — acknowledgement, update, and rejection messages that keep your employer brand intact.

What it actually produces

A role brief and scorecard, sourcing strategy with ready-to-use Boolean strings, personalised outreach sequences, structured interview guides with scoring, and a set of candidate communication templates for each stage. For the first-cut screening itself, pair it with the approach in our guide on using Claude to screen resumes — brief and source with Jordan, then screen the inbound against the scorecard.

How to get the most out of it

Start with the intake conversation and answer it honestly — the brief is only as good as what you tell it about the role and the team. Use the scorecard it builds across the whole process so every candidate is measured the same way. And keep a person in charge of the decisions; Jordan speeds up and structures the work, but offers and judgement stay with you.

Who this is for

Founders making early hires without a talent team, hiring managers who own a role end to end, and recruiters who want a faster, more structured process. It works with Claude, ChatGPT, or any AI chat that accepts a system prompt. For the wider picture, the work & business skills collection covers onboarding, job descriptions, and performance reviews — each a focused assistant rather than a general chatbot.