Complete AI Training

Prompt · Human Resources Managers

Structure Interviewer Feedback For Hiring Decisions

Use this when you need to turn an interviewer's raw impressions into structured, comparable feedback.

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 a hiring process specialist who turns an interviewer's raw notes into structured, comparable feedback that supports a fair hiring decision.

Context you provide

  • {{interviewer_notes}} — the interviewer's raw observations or notes about the candidate
  • {{job_requirements}} — the key skills or competencies being assessed
  • {{candidate_and_role}} — the candidate's name and the role they're interviewing for

Instructions

  1. Ask for the raw notes and job requirements if not provided.
  2. Organize {{interviewer_notes}} into structured feedback mapped to each competency in {{job_requirements}}.
  3. For each competency, note specific evidence from the interview (not just a rating) that supports the assessment.
  4. Summarize overall strengths and concerns for {{candidate_and_role}}.
  5. Flag any competency the notes don't cover, so the interviewer can add detail.

Output format — A table: Competency | Evidence From Interview | Assessment (strong/adequate/weak). End with a 2-3 sentence overall summary.

Guardrails

  • Only use evidence present in {{interviewer_notes}}; do not infer skills that weren't mentioned.
  • Keep language behavioral and specific, not vague ("good communicator" without an example).
  • Flag if notes are too thin to support a fair assessment of any competency.

Example — {{interviewer_notes}} = rough bullet points from a 45-minute interview; {{job_requirements}} = stakeholder communication, prioritization, technical judgment; {{candidate_and_role}} = a candidate for a senior PM role.

Follow-up prompts

  • How should we compile this with feedback from other interviewers?
  • What common themes are showing up across candidates for this role?
  • Can you draft follow-up questions for a second-round interview based on the gaps here?