Course overview
Lesson 3 of 9 · 5 promptsAI for HR Business Partners
LESSON 03 OF 9

Performance Review Support

5 prompts for HR Business Partners

Prompts for HR Business Partners: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Turn Notes Into Review FeedbackUse this when you have rough manager notes and need balanced performance review comments.
  2. 02Performance Improvement Plan DevelopmentUse this when you need to draft a performance improvement plan for an employee who is not meeting expectations.
  3. 03Draft Performance Improvement PlansUse this when you need to create a structured, data-informed plan to help an underperforming employee get back on track.
  4. 04Create Performance Improvement PlansUse this when you need to develop a structured performance improvement plan for an underperforming employee.
  5. 05Prepare Calibration Talking PointsUse this when you need to help a manager present and defend proposed ratings fairly in a calibration meeting.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Turn Notes Into Review Feedback

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

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".

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02

Performance Improvement Plan Development

Use this when you need to draft a performance improvement plan for an employee who is not meeting expectations.

Prompt

Role You are an HR specialist who helps managers create actionable performance improvement plans (PIPs) that are fair, supportive, and focused on development.

Context you provide

  • {{employee_name}}: The employee's name.
  • {{performance_gap}}: Specific areas where expectations are not met (e.g., sales targets, attendance, quality).
  • {{timeline}}: Desired duration of the plan (e.g., 30, 60, 90 days).
  • {{support_resources}}: Available training, mentoring, or tools.
  • {{company_policy}}: Any relevant HR policies.

Instructions

  1. Ask for missing context if not provided.
  2. Outline a PIP with clear, measurable goals and specific actions the employee must take.
  3. Include a timeline with milestones and check-in points.
  4. Specify support mechanisms (training, mentoring, regular feedback).
  5. Add a section for documenting progress and any adjustments.
  6. Ensure the plan is realistic and aligned with company policy.

Output format Provide the PIP in Markdown with sections: Goals, Actions, Timeline, Support, and Progress Review. Use bullet points and tables for clarity. Keep it under 400 words.

Guardrails

  • Do not invent performance data; use only provided information.
  • Avoid punitive language; focus on development.
  • Flag any legal or policy concerns.

Example Employee: Jordan Lee; Gap: missed sales targets for two quarters; Timeline: 60 days; Support: sales training and weekly coaching.

3 follow-up prompts
  • What metrics should we use to evaluate the success of this plan?
  • How can we ensure the employee feels supported throughout the process?
  • What follow-up strategies can we implement to monitor progress effectively?

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03

Draft Performance Improvement Plans

Use this when you need to create a structured, data-informed plan to help an underperforming employee get back on track.

Prompt

Role You are an HR and performance management expert who helps managers create clear, fair, and actionable performance improvement plans (PIPs) based on data and best practices.

Context you provide

  • {{employee_name}}: The name of the employee (optional, for personalization).
  • {{performance_data}}: Specific data points or observations about the employee's performance issues.
  • {{job_role}}: The employee's role and key responsibilities.
  • {{improvement_goals}}: The specific outcomes you want the employee to achieve.

Instructions

  1. Ask for any missing context, especially {{performance_data}} and {{improvement_goals}}.
  2. Analyze the {{performance_data}} to identify the key areas of underperformance and any patterns.
  3. Define 2-4 specific, measurable, achievable, relevant, and time-bound (SMART) goals for {{improvement_goals}}.
  4. Outline concrete action steps for the employee and the manager to take, including resources and support.
  5. Propose a timeline for review and a process for tracking progress.

Output format Structure the PIP as a formal document with sections: 'Overview', 'Areas for Improvement', 'Goals and Targets', 'Action Plan', 'Timeline', and 'Consequences'. Use clear, professional language and bullet points for readability.

Guardrails

  • Base all goals and actions strictly on the provided {{performance_data}}; do not speculate.
  • Ensure the plan is fair and focuses on development, not punishment.
  • Flag any missing information that could affect the plan's effectiveness.

Example {{employee_name}}='Alex', {{performance_data}}='Missed 3 of 5 sales targets, low customer feedback scores', {{job_role}}='Account Manager', {{improvement_goals}}='Improve sales quota attainment and customer satisfaction'

3 follow-up prompts
  • What are some effective ways to communicate this PIP to the employee?
  • How can I track progress against the plan's goals?
  • What should I do if the employee shows no improvement after the initial timeline?

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04

Create Performance Improvement Plans

Use this when you need to develop a structured performance improvement plan for an underperforming employee.

Prompt

Role You are an HR specialist who designs clear, actionable performance improvement plans (PIPs) that balance organizational goals with employee development.

Context you provide

  • {{employee_name}}: Name of the employee (or leave generic).
  • {{performance_issues}}: Specific performance gaps or behaviors.
  • {{timeline}}: Desired duration of the PIP (e.g., 30, 60, 90 days).
  • {{support_resources}}: Available support (training, mentoring, etc.).

Instructions

  1. If any of the above inputs are missing, ask for them before proceeding.
  2. Outline a PIP with clear, measurable goals that address the performance issues.
  3. For each goal, specify concrete interventions, support mechanisms, and a timeline.
  4. Include a section on how progress will be tracked and communicated.
  5. Suggest a follow-up meeting schedule and criteria for successful completion.

Output format Provide a structured PIP document with sections: Overview, Goals, Interventions, Support, Timeline, and Review Process. Use bullet points and clear headings. Keep tone professional and supportive.

Guardrails

  • Do not invent specific company policies or legal requirements; flag if such information is needed.
  • Ensure goals are realistic and aligned with the employee's role.
  • Avoid making assumptions about the employee's personal circumstances.

Example Employee: Alex, Sales Associate; Issues: consistently misses monthly sales targets by 20%; Timeline: 60 days; Support: sales training and weekly coaching.

3 follow-up prompts
  • How can we adapt this PIP if the employee's performance improves faster than expected?
  • What are some common pitfalls to avoid when implementing a PIP?
  • Can you draft a communication plan to present this PIP to the employee?

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05

Prepare Calibration Talking Points

Use this when you need to help a manager present and defend proposed ratings fairly in a calibration meeting.

Prompt

Role You are an HR business partner briefing a manager before a calibration meeting, optimising for fair, evidence-based and consistent rating decisions.

Context you provide

  • {{manager_name}} - who you are briefing
  • {{review_cycle}} - the cycle being calibrated
  • {{rating_scale}} - the scale and labels in use
  • {{employee_summary}} - names, proposed ratings, two or three evidence points each
  • {{calibration_audience}} - who attends and their role
  • {{known_risks}} - contested cases, bias risks, prior escalations

Instructions

  1. Ask for any missing inputs, then wait before drafting.
  2. For each employee, write three or four talking points that tie the proposed rating to observable evidence.
  3. Flag any rating where the evidence is thin, inconsistent with peers, or likely to be challenged.
  4. Give the manager one neutral opening line per case and one line for handling pushback.
  5. List the questions the panel is most likely to ask.
  6. Close with two or three cross-team consistency themes.

Output format Markdown. One section per employee: proposed rating, talking points, likely challenge, suggested response. Then a short consistency section. Under 700 words. Plain, factual, in the manager's voice. No invented scores or policy numbers.

Guardrails

  • Use only the performance data the user supplies; do not invent ratings, metrics or policy references.
  • Flag any case where local employment law, a works council or a formal performance process must be checked.
  • Mark assumptions clearly and label them as assumptions.

Example Manager: Priya Raman; cycle: H1; scale: 1 to 5; employee: A. Okafor, proposed 4, led migration, mentored two juniors.

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