Write a Retrospective Summary with AI
Export or copy your retro board — the went-well, went-poorly and try-next columns — paste it into @vustbot, and ask for a themed summary with the agreed experiments and their owners. Twenty sticky notes collapse into three themes and a commitments list you can actually check next retro. Paste in, artifact out, priced per action.
Retros produce the most honest text a team writes all sprint — and then it dies on the board. The gap between "we discussed it" and "we changed it" is a written summary with owners, which is a five-minute AI job on text you already generated together.
What the AI does in this scenario
- Twenty sticky notes → 3-4 named themes, duplicates merged
- Agreed experiments listed with owner and a check-by date
- Recurring complaints flagged when you paste last retro's summary too
- Neutral wording that survives being read by people outside the room
- Board export, Miro copy-paste or typed notes — any text works
Worked example: write a retrospective summary with ai
Went well: demo prep smooth / pairing on the parser / release checklist held. Went badly: 3 cards say some form of "QA started too late" / scope creep on search / flaky CI x2. Try: QA joins planning. freeze scope after day 3. Vlad owns CI flakiness.
Retro summary — Sprint 14. Themes: 1) Late QA involvement (3 of 8 negative cards — dominant theme). 2) CI flakiness (recurring, now owned). 3) Scope discipline. Wins to keep: release checklist, parser pairing. Experiments: QA attends planning (owner: needed!), scope freeze after day 3 (team), CI flakiness audit (Vlad). Check all three at Sprint 15 retro.
How to write a retrospective summary with ai — step by step
- 1Dump the board as text
Copy the columns out of Miro, FigJam or the whiteboard photo you typed up — column labels included. @vustbot has no board integration; the paste carries everything.
- 2Ask for themes, not a list
The instruction that matters: "merge duplicate cards into themes and count how many cards each theme absorbed". Three cards saying "QA too late" is a signal; a summary that lists them separately wastes it.
- 3Nail down owners while the room remembers
The generated experiments list will expose ownerless items — assign them in the team chat the same day, and paste this summary into next retro's prep to check what actually changed.
AI vs doing it manually
The scrum master's hand-written retro summary has one advantage AI can't match: they were in the room and know which card carried heat. Its weakness is that it takes 30-45 minutes nobody has after a retro, so it often shrinks to a photo of the board — write-only memory. The AI summary takes two minutes on the same text, merges duplicates honestly, and never softens a theme because someone senior wrote the card. Best split: model produces the themed draft, facilitator adds the one line of room-context per theme, team gets it while the retro is still warm.
The prompt to copy
Summarize this retrospective board. Merge duplicate cards into themes and state how many cards each theme absorbed; rank themes by card count. Sections: Themes (ranked), Wins to keep, Agreed experiments as Experiment — Owner — Check-by date (mark missing owners as NEEDED). Neutral tone, keep team members' names only in the owner column. Board: [PASTE COLUMNS]
Frequently asked questions
Related in Meetings
Try it on your real task
The welcome bonus covers a first run — send the prompt above with your own facts and judge the output yourself.
Open @vustbot