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 need a clean view of active students. Filter the roster to show only rows where Enrollment Status…
Execute — do the immediate task
+I need a clean view of active students. Filter the roster to show only rows where Enrollment Status equals Active and Attendance Rate is at least 75 percent; hide the header row from printing and keep the original sheet intact (use a filtered view). I’ll send this filtered view to the dean by Thursday.
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 filtered list to the dean, make it review-ready: surface a count of filtered…
Improve — make it easier to accept
+Before I hand this filtered list to the dean, make it review-ready: surface a count of filtered rows at the top, highlight any Active students with Attendance Rate below 80 percent in orange, and ensure the filter is a named, shareable view so other teachers can toggle it without changing my sheet. Note any rows excluded because of blank status.
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 set the filter to Enrollment Status = Active but the dean says several Active students are…
Decide — diagnose the stuck moment
+I applied a filter and some students are missing.
I set the filter to Enrollment Status = Active but the dean says several Active students are missing from the view. I can’t tell if their Status cells contain trailing spaces, different capitalization, or hidden characters. I’m worried the dean will think I’m hiding records. What’s the most likely cause and the fastest way to reveal and fix those mismatches safely?
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 recreate filters for different reports and inevitably miss edge cases—extra spaces,…
Become — change the pattern
+I keep rebuilding similar filters each term.
Every term I recreate filters for different reports and inevitably miss edge cases—extra spaces, inconsistent capitalization, blank cells—so my reports don’t match the SIS. It costs me trust with the dean. What routine or small automation should I adopt so enrollment data is normalized on import and filters work reliably term after term?
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.