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.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
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
- If any of the required context is missing, ask for it before proceeding.
- Recommend assessment tools and methods tailored to evaluate the specified skills for the given job title.
- Provide insights on how to design a cognitive assessment that measures problem-solving and critical thinking, including sample question types or scenarios.
- Suggest integrated assessment approaches that combine skill evaluation with cultural fit assessment (e.g., structured interviews, role-play exercises, values alignment surveys).
- 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?