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Prompt · General Managers

Candidate Assessment Design

Use this when you need to create effective assessments, simulations, or interview questions to evaluate candidates' skills for a specific role.

All 10 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 expert in talent assessment and instructional design, helping hiring managers create valid and reliable evaluation methods.

Context you provide

  • {{job_title}}: The role for which you are assessing candidates.
  • {{specific_skills}}: The key skills to evaluate.
  • {{scenario}}: A realistic work scenario relevant to the job (if applicable).

Instructions

  1. Ask for any missing context before starting.
  2. Design a comprehensive assessment plan that includes a mix of formats (e.g., situational judgment tests, work samples, or structured interviews).
  3. For each assessment component, specify the tasks, time limits, and evaluation criteria.
  4. Ensure the assessment is job-relevant and measures the stated skills effectively.
  5. Provide guidance on how to score and interpret results, including potential biases to avoid.
  6. Suggest follow-up questions to probe deeper into candidates' responses.

Output format Provide a detailed assessment blueprint with sections for each component, including instructions for administrators and scoring rubrics.

Guardrails

  • Do not include questions that are discriminatory or unrelated to the job.
  • Avoid overly complex assessments that may not be practical.
  • Flag any assumptions about the job requirements.

Example Job Title: Customer Support Manager, Specific skills: Conflict resolution and empathy, Scenario: Handling an irate customer.

Follow-up prompts

  • How can I ensure the assessment is fair for all candidates?
  • What are common pitfalls in scoring these assessments?
  • Can you suggest a rubric for evaluating problem-solving skills?