Home / Use case

Write a performance self-review that sticks to facts

“My review is due and I keep blanking on what I actually shipped — I need a clear draft from my notes, not fluff.”

A chat assistant can turn your project notes, metrics and feedback into a structured self-review draft with impact bullets and a short growth section. You still check every claim against your own records and submit the final version yourself; the AI only organizes what you already know.

Fix it yourself in 3 steps

Gather facts only: your role/level, review period, 5–10 shipped projects or wins (what changed, for whom, any numbers you can prove), feedback quotes you're allowed to reuse, and 1–3 growth areas you already discussed with your manager.
Paste the prompt below with those facts. Check every bullet against your notes and calendars; delete anything the draft invented. Add links or ticket IDs yourself — don't ask the chat to invent them.
Edit the draft into your company's form or template. Keep the tone yours. Ask your manager for clarifying questions before you submit if a metric is still blank.

Copy this prompt

Help me draft a performance self-review from facts I already have. Role/level: [title, level]. Review period: [dates]. Wins (each with outcome and any proven number): [list]. Feedback I can reuse: [quotes or themes]. Growth areas we already discussed: [list]. Company form sections if any: [names]. Rules: 1) Use only the facts I give; write [MISSING] for blanks and never invent metrics, titles, customer names, dollar amounts or praise. 2) Draft impact bullets (situation → action → result) under each win. 3) Write a short growth section with concrete next steps, no self-flagellation. 4) Keep it under [word count] words, first person, plain language. 5) No career, HR or legal advice and no recommendation of a rating. Stop after the draft and a short checklist of what I should verify, and wait for my corrections.

Type your details in the boxes above the message, then tap Copy & open. Leave a box empty if you're not sure.

Tips from people who've done it

Prefer one proven number over three vague adjectives — "cut onboarding from 14 days to 9" beats "greatly improved onboarding."
If a metric is soft or estimated, mark it [MISSING] and confirm with your manager or dashboard before you submit.
Reuse language from your own status updates and PRs; don't paste confidential customer or compensation details into the chat.
Match your company's form section names so you can copy-paste without rewriting.

Agents people used for this: Grok Bot, ChatGPT, Gemini, Claude.

AI drafts, you approve: nothing gets posted, sent, spent or published without a person. Tell customers when they're talking to an AI.

Tools for this

Good fit

Grok Bot

Best for: Chores that repeat — done for you

A helper that keeps doing everyday chores for you (paid Grok plan): show it a chore once — a morning brief, checking a bill, watching for a refund — and it keeps doing it while you're away, checking in only when it needs your OK. Works from the Grok app on your phone and computer (beta).

Visit Grok Bot ↗

Good fit

ChatGPT

Best for: Widest feature set

OpenAI's assistant with the broadest feature set: voice chats, image understanding and creation, web search, file analysis, custom GPTs and a large app ecosystem — a solid default when you want one chat that covers writing, research, light coding and media in the same thread.

Visit ChatGPT ↗

Good fit

Gemini

Best for: Google Workspace users

Google's assistant, woven into Gmail, Docs, Drive and Android, with photo and file understanding and Deep Research. Strongest if you already live in Google's apps.

Visit Gemini ↗

Good fit

Claude

Best for: Writing, analysis, code

Anthropic's chat assistant for writing, analysis and coding: upload long documents and files, keep work organized in Projects, and build documents and small apps as Artifacts, on web, desktop and phone.

Visit Claude ↗