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 have a spreadsheet of field readings from Pond 3—salinity, pH, dissolved oxygen, light lux, and…
Execute — do the immediate task
+I have a spreadsheet of field readings from Pond 3—salinity, pH, dissolved oxygen, light lux, and temperature by sample point and date. Send the attached renewal proposal to Priya in procurement and the finance director for e-signature, signers in that order, with a Friday deadline -- check it's complete first.
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 share this dataset with the research PI, make it easy to interpret—surface the summary…
Improve — make it easier to accept
+Before I share this dataset with the research PI, make it easy to interpret—surface the summary correlation of salinity and dissolved oxygen up top, make recent pH trends findable by date, and flag any outlier readings that should make a reviewer hesitate.
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 merged the new logger export with last month's station sheet and the average dissolved oxygen…
Decide — diagnose the stuck moment
+I merged two sensor exports and totals jumped unexpectedly
I merged the new logger export with last month's station sheet and the average dissolved oxygen rose 1.8 mg/L. Lily the field tech swears she followed the protocol and I can't reach her to confirm. I’m afraid the merge duplicated rows or changed units. What is the most likely mistake and the fastest sequence of checks to prove or fix it before I tell the PI?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Across projects I keep rebuilding the same salinity, pH and DO pivot tables from raw exports and…
Become — change the pattern
+I repeatedly rebuild the same field summaries each week
Across projects I keep rebuilding the same salinity, pH and DO pivot tables from raw exports and redoing QC checks by hand, which wastes time and risks inconsistent flags. Where should I standardize or change a habit so summaries are reproducible and I stop shipping different numbers to collaborators?
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 Microsoft Excel work people do in Microsoft Excel.
Manage project budgets and timelinesManage projects and capacity planningManage schedules and bookingsMap marine environmentsMatch appropriations for specific programs with appropriations for broader programs, including items for emergency funds.Merge cells for headingsMicrosoft ExcelMonitor clients' progressMonitor data quality and complianceMonitor event activities for satisfaction
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.