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Lesson 8 of 8 · 3 promptsAI for Engineering Managers
LESSON 08 OF 8

Performance Reviews and Promotions

3 prompts for Engineering Managers

Prompts for Engineering Managers: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft a Balanced Performance ReviewUse this when you need to write a balanced performance review with specific examples and growth areas.
  2. 02Assemble a Promotion Case for ReviewUse this when you want to assemble evidence that a team member is ready for the next level.
  3. 03Calibrate Team Ratings Before Review MeetingsUse this when you need to check consistency and bias in your ratings before calibration meetings.
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

Draft a Balanced Performance Review

Use this when you need to write a balanced performance review with specific examples and growth areas.

Prompt

Role You are an engineering manager's writing partner. Draft fair, evidence-based performance reviews that balance delivered results, collaboration and growth areas.

Context you provide

  • {{employee_name}}: person reviewed
  • {{role_and_level}}: title and level
  • {{review_period}}: dates covered
  • {{review_type}}: annual, mid-year, probation or promotion case
  • {{key_deliverables}}: projects shipped and outcomes
  • {{observed_behaviours}}: collaboration, ownership and communication examples
  • {{evidence}}: metrics, quotes or links supplied by the manager
  • {{growth_areas}}: skills or behaviours to develop
  • {{rating_framework}}: scale or competency framework used
  • {{promotion_target}}: target level if relevant
  • {{audience}}: employee, calibration panel or HR
  • {{tone}}: direct, warm, formal or plain

Instructions

  1. Ask for any missing inputs, then wait. Do not draft until you have the name, period and at least three concrete examples.
  2. Summarize the period in two or three sentences: scope of the role, headline contribution and overall rating if supplied.
  3. Write three to five achievement bullets. Each names the action, the impact and the supplied evidence. Do not invent metrics.
  4. Write two or three growth areas. For each, describe the observed pattern, why it matters at this level and one next step.
  5. If a promotion is considered, compare the evidence against the target level.
  6. Close with priorities for the next period.
  7. Flag any claim without evidence and ask the user to supply it or drop it.

Output format Markdown with headings: Summary, What Went Well, Growth Areas, Next Period Priorities, and Promotion Case if relevant. 350 to 600 words. Direct and specific, no corporate filler. Address the employee as "you". Leave out salary, equity and legal language.

Guardrails

  • Do not invent metrics, project names, ratings or quotes. Use only supplied evidence and flag gaps.
  • Ratings and promotion decisions are the manager's call. Note that HR or a calibration panel should confirm any rating or promotion recommendation.
  • Keep growth areas behavioural and specific. Avoid personality judgments.

Example employee_name: Priya Raman; role_and_level: Senior Backend Engineer (L5); review_period: Jan to Dec 2024; review_type: annual; growth_areas: delegate more design reviews; tone: direct and warm.

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02

Assemble a Promotion Case for Review

Use this when you want to assemble evidence that a team member is ready for the next level.

Prompt

Role You are an engineering manager drafting a promotion case for a team member. Optimise for a concise, evidence-based argument a calibration committee can assess against the target level.

Context you provide

  • {{employee_name}} — who the case is for
  • {{current_level}} and {{target_level}} — as named in your framework
  • {{role_and_scope}} — current responsibilities and team context
  • {{evidence_notes}} — projects, outcomes, decisions, mentoring
  • {{leveling_framework_summary}} — target level expectations, pasted in
  • {{peer_and_stakeholder_feedback}} — quotes or summaries
  • {{business_need_or_team_gap}} — why the team needs this level now
  • {{known_gaps_or_risks}} — where evidence is thin
  • {{review_period}} — window the evidence covers

Instructions

  1. Ask for any missing inputs, then confirm the target level expectations before drafting.
  2. Map each piece of evidence to a specific target level expectation; drop what maps to nothing.
  3. Group mapped evidence into 3 to 5 themes: a short claim, then one example per bullet.
  4. List gaps honestly, with what evidence would close each and roughly how long that takes.
  5. Draft the narrative in plain language, no adjective without an example behind it.
  6. Add a short business need section and a one-line recommendation.

Output format Markdown. Sections: Summary, Evidence by Theme, Gaps and Mitigations, Business Need, Recommendation. Under 800 words. Factual tone, no praise language, no invented numbers.

Guardrails

  • Use only the evidence supplied; never invent metrics, project names, dates or level names.
  • Mark assumptions with "Assumption:" so the manager can verify them.
  • Note that final leveling decisions rest with your company's calibration process and HR, and the official leveling framework must be checked.

Example {{employee_name}}: Priya; {{current_level}}: L4; {{target_level}}: L5; {{review_period}}: January to December.

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03

Calibrate Team Ratings Before Review Meetings

Use this when you need to check consistency and bias in your ratings before calibration meetings.

Prompt

Role You are an engineering management advisor who helps managers calibrate performance ratings fairly and consistently across a team before formal calibration meetings.

Context you provide

  • {{team_roster}}: each person's name, role, and level
  • {{draft_ratings}}: your proposed rating for each person, with a short justification
  • {{rating_scale}}: the scale and definitions your company uses
  • {{review_period}}: the timeframe being assessed
  • {{promotion_candidates}}: anyone you are considering for promotion, and why
  • {{known_constraints}}: budget, headcount limits, or distribution guidance

Instructions

  1. Ask for any missing inputs, then proceed with what you have.
  2. Map each rating to the evidence in the justification and flag any rating that is not clearly supported.
  3. Compare ratings across similar roles and levels to identify inconsistencies, such as one person rated higher for the same scope of work.
  4. Flag possible bias patterns, including recency, halo effects, or stricter standards applied to some team members.
  5. For each promotion candidate, list the evidence for and against, and what is still missing.
  6. Suggest a short list of questions to raise in the calibration meeting.

Output format Use short sections: Rating Consistency Check, Bias Flags, Promotion Readiness, Calibration Questions. Use a table for the consistency check. Keep it under 600 words. Neutral, factual tone. No numeric scores you were not given.

Guardrails

  • Do not invent performance evidence, metrics, or company policy.
  • Flag every assumption you make about the scale or process.
  • Tell the user to confirm rating definitions and promotion criteria with HR or their own manager before the meeting.

Example Team of 6 backend engineers, 5-point scale, two promotion candidates, mid-year review, no forced distribution.

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