The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+I received a teacher roster in one column where each cell has LastName, FirstName — Grade — Email.…
Execute — do the immediate task
+I received a teacher roster in one column where each cell has LastName, FirstName — Grade — Email. Split that column into four adjacent columns: LastName, FirstName, Grade and Email for the entire sheet, keeping the original column intact. Make sure entries with missing commas still fall into correct columns when possible.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Improve — make it easier to accept
+Before I hand this roster to the attendance system owner, tidy the split so names are usable: place…
Improve — make it easier to accept
+Before I hand this roster to the attendance system owner, tidy the split so names are usable: place LastName and FirstName in separate columns, remove stray spaces and any trailing punctuation, convert Grade to numeric where possible, and flag rows missing an email. Show a quick validation count of malformed rows at the top.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Decide — diagnose the stuck moment
+I imported a CSV and some rows use commas, others use semicolons and some have no consistent…
Decide — diagnose the stuck moment
+One big import put names and emails in a single mess of delimiters
I imported a CSV and some rows use commas, others use semicolons and some have no consistent delimiter. I can’t re-export from the source. Should I split by comma first then clean separators, or try a single split on the most common delimiter and fix exceptions manually? What will catch the most errors fastest without losing data like 'Smith, Jr.' or emails with commas?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Every term I spend hours splitting and fixing teacher and parent lists with inconsistent delimiters…
Become — change the pattern
+Constantly cleaning rosters after each upload
Every term I spend hours splitting and fixing teacher and parent lists with inconsistent delimiters and stray titles. Where am I failing — process at the source, or my import step — and what two small rules or checks will stop this recurring cleanup? Suggest a pre-upload template, a simple validation check, and one communication line to send to staff to reduce my workload.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Next to this one
Other spreadsheet work people do in Google Sheets.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
The rest of the map
Same library, five ways in.