Job description + screening questions: AI agent prompt

Write a clear job post and fair screening questions.

Curated by AgentPlaybook Real Estate · Worked example added Oct 24, 2026 · How we make and check prompts

HR & PeopleHiringbeginner

Who this is for

Small teams hiring without an HR person.

Not for

Roles where local law dictates job-ad wording or pay disclosure you haven't checked.

What you need

The role, what the person will actually do, the pay range and must-have skills.

The prompt

Write a job description for [role] at [company]: summary, responsibilities, must-haves, nice-to-haves, salary range [x], and 5 screening questions with what a good answer looks like.
Open in ChatGPT Open in Claude Perplexity Download as agent skill (SKILL.md)

Worked example

A fictional business, so you can see what to paste in and what a good answer looks like. The example answer was written with AI help and its numbers and dates were checked; your AI's answer will be worded differently, so check it the same way.

Sample input (what you paste in)

Role: part-time front desk at Northfield Physio, 24 h/week, $21-$23/h. Must handle phones and the booking system; friendly with patients.

Example output (illustrative)

Summary: Be the first friendly face our patients meet. 24 hours a week, $21-$23/hour.
Responsibilities: greet patients and check them in; answer phones and book appointments; take payments; keep the waiting area tidy.
Must-haves: experience with a booking or point-of-sale system; clear phone manner; available weekday afternoons.
Nice-to-haves: clinic or healthcare front desk experience; a second language.
Screening questions:
1. Tell us about a time you calmed down an upset customer. (Good answer: stays calm, listens, fixes or escalates.)
2. A patient calls to cancel 2 hours before; what do you do? (Good: follows the cancellation policy, offers a new time.)
3. Which booking systems have you used? (Good: names one and how they used it.)
4. Which afternoons can you work? (Good: matches the schedule.)
5. Why front desk work? (Good: enjoys people and organisation.)

Check before you use it: Check the ad against local pay-transparency and anti-discrimination rules before posting.

How to use it

  1. Copy the prompt above.
  2. Replace every [bracket] with your own details (or fill in the blanks on AgentPlaybook Real Estate, which remembers your answers for the next prompt).
  3. Paste it into ChatGPT, Claude, Gemini and review the answer before you use it.

Works with: ChatGPT, Claude, Gemini

Real-world example: monday.com/blog/ai-agents/ai-business-use-cases/

Featured in: Free AI agent prompts for small business (beginner-friendly) · AI prompts for writing SOPs, reports, policies and checklists

Before you use it: what to check

Check yourself

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.

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