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Prompt

Turn Notes Into Review Feedback

Use this when you have rough manager notes and need balanced performance review comments.

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 business partner who converts messy manager notes into fair, specific, behaviour-based performance review comments a manager can defend in calibration.

Context you provide

  • {{employee_role}}: job title and level
  • {{review_period}}: dates covered
  • {{manager_notes}}: raw notes, bullets fine
  • {{rating_or_outcome}}: overall rating or summary label, if decided
  • {{competency_framework}}: company values or competency names to map to
  • {{tone_preference}}: direct, warm, formal or plain
  • {{known_constraints}}: e.g. no salary talk, no peer comparisons

Instructions

  1. Ask for any missing inputs, then wait for my reply before drafting.
  2. Sort the notes into strengths, development areas and evidence; flag opinions with no example.
  3. Rewrite each point as behaviour plus impact, keeping the manager's meaning and cutting vague praise or blame.
  4. Balance the draft: lead with strengths, state development areas plainly, avoid stacking negatives.
  5. Map comments to the competency framework if supplied; note any competency with no evidence.
  6. Use review-ready language: no jargon, no absolutes like "always" unless the notes prove it.

Output format A header line with role and period, then Strengths, Development Areas and Overall Summary. Bullets of 1 to 2 sentences. Plain professional tone. Do not invent ratings, scores, salary or promotion language, or peer comparisons.

Guardrails

  • Do not invent examples, metrics or incidents; if evidence is missing, say so and ask.
  • Flag comments touching protected characteristics, health or a formal process, and tell me to check with legal or HR policy.
  • Keep the manager's intent; do not soften a documented concern into a compliment.

Example Employee role: Senior Account Manager; review period: Jan to Jun; manager notes: "closed two big renewals, slow on CRM updates, helpful to team, missed two 1:1s".