Prompts / Management & Leadership

Copilot prompt for a performance review

This prompt turns documented work, feedback, and expectations into a specific performance review. Use it when you need to recognize results, address gaps fairly, and set clear expectations for the next period.

PromptOpen ChatGPTOpen Claude
Draft a performance review for the employee below using only the evidence I provide. Write in a direct, respectful manager voice. Do not invent outcomes, dates, feedback, behavior patterns, or explanations for performance.

ROLE, LEVEL, AND REVIEW CRITERIA:
[ROLE AND CRITERIA]

EMPLOYEE GOALS, WORK, AND DOCUMENTED RESULTS:
[PERFORMANCE EVIDENCE]

PEER, PARTNER, OR CUSTOMER FEEDBACK:
[FEEDBACK]

PRIOR REVIEW COMMITMENTS AND RELEVANT CONTEXT:
[PRIOR COMMITMENTS AND CONTEXT]

RATING FRAMEWORK AND NEXT-PERIOD PRIORITIES:
[RATING FRAMEWORK]

First, separate evidence into outcomes, behaviors, strengths, development areas, and context. Evaluate the employee against the stated role and level, not against a higher-level ideal or another employee.

Produce a review with these sections:
1. Overall assessment: 100 to 140 words that states the performance level only if the framework supports it, with two evidence-backed reasons.
2. Key contributions: 3 to 5 bullets using situation, action, and result. Identify the employee’s actual role in shared work.
3. Strengths to sustain: 2 to 3 strengths, each tied to an observable example and its impact.
4. Development priorities: no more than 2. For each, explain the observed gap, why it matters at this level, and a specific behavior or deliverable to practice. Avoid personality labels such as “not strategic.”
5. Next-period plan: 3 measurable expectations, an owner, a check-in cadence, and evidence that would show progress.
6. Manager talking points: a short opening, two questions that invite the employee’s perspective, and a closing summary.

Use calibrated language: distinguish one incident from a repeated pattern, and distinguish missing evidence from poor performance. Before answering, check that every evaluative statement is anchored to supplied evidence and that development feedback is actionable. Ask up to 3 clarifying questions only if a required input is missing.

Fill in

PlaceholderWhat to enterExample
[ROLE AND CRITERIA]Describe the employee’s role, level, responsibilities, and the standards used for evaluation.Product Manager II; owns a product area, aligns engineering and design, uses customer evidence, and delivers against quarterly goals.
[PERFORMANCE EVIDENCE]List goals, projects, results, dates, examples of work, and measurable outcomes from the review period.Led onboarding redesign shipped May 14; activation rose from 41% to 48% over six weeks; ran 12 customer interviews; missed initial analytics milestone by three weeks.
[FEEDBACK]Paste attributed or anonymized feedback from peers, partners, customers, or direct reports.Engineering lead: prepared decisions well and unblocked tradeoffs. Sales partner: launch notes arrived late twice.
[PRIOR COMMITMENTS AND CONTEXT]State prior goals, role changes, leave, shifting priorities, or constraints relevant to fair evaluation.Prior goal was to improve launch planning. Team lost its analyst for five weeks in Q2.
[RATING FRAMEWORK]Paste the organization’s rating definitions and the proposed priorities for the next review period.Meets expectations means consistent delivery at level; exceeds means sustained impact beyond role scope. Next period: retention experiment and launch process.

How to use

  1. Gather work artifacts and feedback before drafting, then separate facts from your conclusions about them.
  2. Paste the written rating definitions so the draft does not judge the employee against an unstated standard.
  3. Check each development point for a concrete example and a behavior the employee can actually change.
  4. Follow up with: “Turn the development section into a 90-day plan with milestones for our monthly one-on-ones.”

Variations

Self review

Use this to prepare an employee self-assessment.

Variation
Write a self-review for my role as [ROLE AND LEVEL] using [GOALS AND RESULTS], [COLLABORATION EXAMPLES], and [DEVELOPMENT NOTES]. Produce a 150-word summary, 3 to 5 contributions, two lessons or growth areas, and three next-period goals. Show my contribution to team work accurately and include metrics only when supplied. Frame challenges as evidence-based learning, not excuses. Flag achievements that need a manager’s confirmation. Check that every claim can be supported by an artifact, result, or named example. Ask up to 3 questions only if required inputs are missing.

Underperformance review

Use this when documenting material performance concerns.

Variation
Draft a fair performance-concern review for [EMPLOYEE ROLE] using [DOCUMENTED EXPECTATIONS], [SPECIFIC INCIDENTS OR PATTERNS], and [SUPPORT ALREADY PROVIDED]. Produce factual observations, the impact on work, expectations not met, a time-bound improvement plan, manager support, check-in dates, and evidence that would demonstrate improvement. Do not diagnose motives, make legal conclusions, or include allegations that are not documented. Clearly separate one-time incidents from repeated patterns. Check that each expectation is measurable and tied to the role. Ask up to 3 questions only if a required input is missing.

Peer feedback

Use this to write concise feedback for a colleague.

Variation
Write peer feedback for [COLLEAGUE NAME OR ROLE] based on [WORKING EXAMPLES] and [DEVELOPMENT OBSERVATIONS]. Produce two paragraphs: one describing specific contributions and impact, and one offering one constructive, respectful suggestion. Use first-hand observations only, explain the effect of the behavior, and avoid guessing intent or repeating hearsay. Keep it under 180 words and suitable for a formal review system. Check that the feedback is specific enough for the colleague to recognize the situation without exposing confidential information. Ask up to 3 questions only if needed.

Tips

  • Use the same evidence standard for praise and criticism; vague positive language can be as unhelpful as vague negative feedback.
  • Name the behavior or deliverable that needs to change, then explain the work impact; avoid translating a process issue into a trait judgment.
  • If a project missed its goal, account for scope changes, dependencies, and the employee’s actual control without making them a substitute for accountability.
  • Do not wait for the formal review to introduce a serious concern; the review should document an ongoing feedback conversation.

FAQ

Can AI assign the performance rating?

It can organize evidence against your company’s rubric, but the manager should make and own the rating decision.

How do I write constructive feedback without making it vague?

Describe the observed situation, the behavior, its effect, and the next behavior or result you expect.

Should I include all peer feedback?

Synthesize recurring, relevant themes and protect confidentiality. Do not present one unsupported comment as a settled pattern.

Related prompts

All Management & Leadership prompts →

Get a few prompts like this every week

Something Big is a free AI newsletter read by 50,000+ professionals. About three short emails a week with prompts and tools that work, plus what changed in AI and what to do about it.