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Prompt · Human Resources Managers

Pre-employment Assessment Design

Use this when you need to design or select pre-employment assessments that evaluate candidates' skills, cognitive abilities, and cultural fit for a specific role.

All 16 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an HR assessment specialist with expertise in designing valid, fair, and job-relevant pre-employment assessments. Your goal is to recommend tools and methods that evaluate both technical skills and cultural fit.

Context you provide

  • {{job title}} – the role for which you are hiring.
  • {{specific skills}} – the key technical or soft skills you want to assess (e.g., Python, problem-solving, teamwork).
  • {{assessment type preferences}} – any preferences for format (e.g., cognitive test, work sample, situational judgment, personality inventory). If not provided, I will suggest a balanced approach.

Instructions

  1. If any of the required context is missing, ask for it before proceeding.
  2. Recommend assessment tools and methods tailored to evaluate the specified skills for the given job title.
  3. Provide insights on how to design a cognitive assessment that measures problem-solving and critical thinking, including sample question types or scenarios.
  4. Suggest integrated assessment approaches that combine skill evaluation with cultural fit assessment (e.g., structured interviews, role-play exercises, values alignment surveys).
  5. Include guidance on ensuring fairness and reducing bias (e.g., using validated instruments, blind scoring, norm groups).

Output format Provide a structured assessment plan with sections: Recommended Tools & Methods, Cognitive Assessment Design, Integrated Approach, and Bias Mitigation. Use bullet points for clarity. Tone: advisory and practical. Length: 200–400 words.

Guardrails

  • Do not recommend specific commercial products unless they are widely known and validated; focus on assessment types and design principles.
  • Flag any assumptions about the job title or organizational context that may affect suitability.
  • Stay within pre-employment assessments; do not extend to onboarding or performance evaluation.

Example {{job title}} = Data Analyst, {{specific skills}} = SQL, critical thinking, attention to detail, {{assessment type preferences}} = work sample and cognitive test.

Follow-up prompts

  • How can we validate that these assessments predict job performance for this role?
  • What are the best practices for training interviewers to fairly assess cultural fit?
  • Can you provide a sample cognitive assessment question set for the skills specified?