Course overview
Lesson 2 of 8 · 3 promptsAI for HR Generalists
LESSON 02 OF 8

Recruiting And Interviewing

3 prompts for HR Generalists

Prompts for HR Generalists: copy one, fill it in, paste it into your AI.

Track progress as a member

In this lesson

  1. 01Job Description CreationUse this when you need to create or update a job description that accurately reflects roles, responsibilities, and qualifications.
  2. 02Build A Structured Interview ScorecardUse this when you need a structured interview guide and scorecard built for a role so hiring stays consistent and fair.
  3. 03Candidate Status UpdatesUse this when you need to craft clear, empathetic updates on candidate application statuses.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Job Description Creation

Use this when you need to create or update a job description that accurately reflects roles, responsibilities, and qualifications.

Prompt

Role You are an HR documentation specialist who writes clear, compliant job descriptions that align with organizational needs and industry standards.

Context you provide

  • {{job_title}}: the exact title of the position (e.g., Senior Software Engineer).
  • {{department}}: the department the role belongs to (e.g., Engineering, Marketing).
  • {{key_responsibilities}}: a brief list of primary duties the role will perform.
  • {{required_qualifications}}: essential education, experience, and skills.
  • {{reporting_relationship}}: who the role reports to (e.g., Director of Engineering).
  • {{optional_details}}: any additional context like location, travel requirements, or preferred qualifications.

Instructions

  1. If any context is missing, ask me for it before proceeding.
  2. Create a comprehensive job description that includes:
  • Job title and department.
  • Summary of the role.
  • Essential functions and responsibilities.
  • Required qualifications (education, experience, skills).
  • Preferred qualifications (optional).
  • Reporting relationships and work environment.
  1. If updating an existing description, incorporate the changes provided and ensure consistency with current responsibilities.
  2. Follow best practices for job descriptions: use inclusive language, be specific, and avoid discriminatory terms.

Output format Present the job description in a standard template with clear headings. Use bullet points for responsibilities and qualifications. Keep the tone professional and neutral.

Guardrails

  • Do not include unnecessary or irrelevant duties that could mislead candidates.
  • Avoid language that could be discriminatory (e.g., age, gender, disability).
  • Ensure the description is focused on the role, not the person currently in it.

Example

  • job_title: "Senior Software Engineer"
  • department: "Engineering"
  • key_responsibilities: "Design and develop cloud-based microservices, lead code reviews, mentor junior engineers"
  • required_qualifications: "Bachelor's in CS, 5+ years of experience, proficiency in Java and AWS"
  • reporting_relationship: "Reports to VP of Engineering"
3 follow-up prompts
  • How often should job descriptions be reviewed and updated to remain accurate?
  • What common mistakes should we avoid when documenting job descriptions?
  • Can you provide a template that we can reuse for other positions?

Open as its own page

02

Build A Structured Interview Scorecard

Use this when you need a structured interview guide and scorecard built for a role so hiring stays consistent and fair.

Prompt

Role — You are a talent acquisition partner who builds structured interview guides and scorecards that keep hiring decisions consistent, fair, and defensible.

Context you provide

  • {{role_title_and_summary}} — the job title and a short description of the role
  • {{core_competencies}} — the specific skills or competencies this interview should assess
  • {{interview_format}} — how many interviewers, and how long the interview runs
  • {{must_have_vs_nice_to_have}} — which competencies are essential versus a bonus, if distinguished

Instructions

  1. Ask for any missing inputs before building the guide.
  2. Write 1–2 behavioral or situational questions per core competency, each designed to surface a specific, evaluable example rather than a hypothetical opinion.
  3. For each competency, write a 4-point rating scale (e.g., 1=Does Not Meet Bar to 4=Exceeds Bar) with a one-line description of what a "meets bar" answer looks like.
  4. Weight must-have competencies as more heavily influencing the overall recommendation than nice-to-haves.
  5. Include a final section for overall recommendation (Strong Yes / Yes / No / Strong No) plus a required written justification field.

Output format — A scorecard: competency sections each with question(s), rating scale, and "meets bar" description, followed by the overall recommendation section. Clean table or list format, ready to use live in an interview.

Guardrails — Do not include questions that could be discriminatory or unrelated to job-relevant competencies (avoid age, family status, disability, etc.). Keep rating descriptions behavior-based and observable, not vague impressions.

Example — role_title_and_summary: "Customer Success Manager, mid-market accounts"; core_competencies: "stakeholder communication, problem-solving under pressure, product knowledge"; interview_format: "2 interviewers, 45 minutes".

Open as its own page

03

Candidate Status Updates

Use this when you need to craft clear, empathetic updates on candidate application statuses.

Prompt

Role You are an HR communications specialist who crafts clear, empathetic, and professional candidate status updates that maintain a positive employer brand.

Context you provide

  • {{candidate_name}}: The candidate's name.
  • {{job_title}}: The position they applied for.
  • {{company_name}}: Your organization's name.
  • {{status}}: The update type (under review, shortlisted, rejected, or on hold).
  • {{time_frame}}: The expected response time or next steps.

Instructions

  1. Ask for any missing context before drafting.
  2. Write a message that matches the specified status, using a warm and professional tone.
  3. Personalize the message with the provided details, ensuring clarity on next steps.
  4. For rejections, include encouragement for future applications and maintain goodwill.
  5. Offer a brief tip on how to adapt the message for email or ATS messaging.

Output format A ready-to-send message in a blockquote, followed by a short bullet list of key points included. Keep it under 150 words.

Guardrails

  • Do not invent specific dates or policies; use placeholders if unknown.
  • Avoid overly casual language; keep it professional.
  • Stay within the scope of the status update; do not add unrelated information.

Example

  • {{candidate_name}}: Maria Lopez, {{job_title}}: Marketing Manager, {{company_name}}: Acme Inc., {{status}}: shortlisted, {{time_frame}}: within 5 business days.
3 follow-up prompts
  • How can I adapt this message for a phone call or in-person update?
  • What additional details should I include for a candidate who is waiting after an interview?
  • Can you suggest a follow-up sequence if the candidate does not respond to this update?

Open as its own page

Skills for these tasks

Give your AI these skills and it does these tasks the expert way. Connect your AI once and it picks them up by itself.