AI HR Prompts: 15 Prompts for Hiring, Onboarding & People Ops

AI HR prompts give people teams a fast, consistent way to produce the documents HR runs on — job descriptions, interview guides, onboarding plans, review frameworks, and feedback messages. The difference between generic output and something you can actually use is the prompt: tell Claude or ChatGPT what role to take, the context of the company and the role, one clear task, and the format you need, and you get a draft worth editing rather than starting from a blank page.

This guide collects 15 HR prompts for hiring, onboarding, and people ops. Each works with Claude, ChatGPT, or any AI chat — copy it, fill in the brackets, and paste it in. A note before you start: HR work carries legal and human weight, so treat every output as a first draft for a person to review, not a final decision.

What makes an HR prompt work

A weak HR prompt asks for a generic artefact: "write a job description." A strong one gives the AI a role, the specific context, one task, and a format — and adds the constraints that matter in HR, like reading level, tone, and avoiding language that introduces bias. Keep that structure when you adapt the prompts below and the quality holds across roles and company types.

Hiring prompts

Hiring is where most HR time disappears. These prompts produce the artefacts a hiring process needs without the usual filler.

Write a job description for a [ROLE TITLE] at a [COMPANY TYPE]. Seniority: [LEVEL]. The three things this person must deliver in year one: [OUTCOMES]. Must-have requirements: [REQUIREMENTS]. Write it in plain, inclusive language under 400 words, and avoid cliches like "fast-paced environment" and "passionate team player."

Create 10 interview questions for a [ROLE TITLE]. Mix competency questions about past behaviour, situational questions, and one or two values questions. For each, note the specific competency it assesses and what a strong answer looks like.

Build a screening rubric for a [ROLE TITLE]. Separate must-have eliminators from nice-to-have differentiators, give each a one-line definition of what "good" looks like, and turn it into a simple scorecard I can apply consistently across every CV.

Onboarding prompts

A good onboarding plan reduces early attrition. These prompts turn a vague "get them started" into a structured first 90 days.

Create a 30-60-90 day onboarding plan for a new [ROLE TITLE] joining a [COMPANY TYPE]. For each phase set out the learning goals, the relationships they should build, the deliverables expected, and how success will be measured. Format it as a timeline I can share with the new hire and their manager.

Write a warm, practical first-week welcome message from a manager to a new [ROLE TITLE]. Cover what their first day looks like, who they will meet, what to read first, and one line that makes them feel they made the right decision. Keep it under 150 words.

Performance and feedback prompts

Feedback and reviews are where managers most want help. These prompts make the output specific and fair rather than generic.

Build a performance review framework for a [ROLE TITLE]. Include five evaluation dimensions relevant to the role, a four-point rating scale with behavioural anchors for each level, three development questions, and a structure that pushes for specific examples rather than vague ratings.

Help me write feedback to a team member about [SITUATION]. Make it specific to one situation, clear about the impact, and actionable about what I would like to see change. Tone: direct but supportive. Keep it under 150 words and avoid sandwiching it between empty praise.

Draft a development plan for an employee who is strong at [STRENGTH] but needs to grow in [DEVELOPMENT AREA]. Include two concrete goals, the support they will need, and how we will both know they are making progress in 90 days.

People ops and policy prompts

The recurring people-ops work — surveys, policies, announcements — is easy to standardise with prompts.

Design a short employee pulse survey on [TOPIC, e.g. workload, manager effectiveness, belonging]. Give me six to eight questions on a five-point scale, two open-text questions, and a one-line note on what each question is actually measuring. Keep the whole survey under five minutes to complete.

Draft a clear, friendly internal policy on [POLICY TOPIC] for a [COMPANY TYPE]. Cover the purpose, what it applies to, the practical do's and don'ts, and who to ask with questions. Plain English, no legal jargon, under 350 words. Flag anything that should be checked by an employment lawyer.

Write an internal announcement about [CHANGE]. Explain what is changing, why, what it means for people day to day, and what happens next. Be honest about the parts people will not love. Keep it calm and clear, under 200 words.

A note on judgement

HR decisions affect people's livelihoods, so every prompt above produces a draft, not a decision. Screening rubrics should be checked for fairness, policies should be reviewed by someone qualified, and feedback should sound like you. Used this way, AI removes the blank-page problem and the formatting work, leaving you the judgement that actually matters.

From prompts to a complete people-ops system

Individual prompts solve individual tasks. The teams that get the most from AI load their context once — company values, tone, role library, and policy standards — so every document comes out on-brand and consistent from the first draft. If you would rather start from a tested set than build your own, the KissMySkills HR and People prompt packs cover hiring, onboarding, performance, and people ops, ready to use with Claude, ChatGPT, or any AI chat.