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 this scanned paper converted to editable text today. Run OCR on the folder called Client…
Execute — do the immediate task
+I need this scanned paper converted to editable text today. Run OCR on the folder called Client Scans, verify the extracted text matches the printed headers and page numbers, fix any garbled paragraphs, and save a single searchable PDF named 2026-07-17_ClientReport_OCR.pdf in the Reports folder. Highlight lines where the OCR confidence is below 85% so I can review them before I send it to legal.
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 to the research team, make the OCR output easier to check. Put the original…
Improve — make it easier to accept
+Before I hand this to the research team, make the OCR output easier to check. Put the original image and the extracted text side by side, surface any lines where words were likely misread, and create a short summary of pages with tables or handwritten notes so I know where manual cleanup is needed.
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 uploaded a 40-page client packet and ran OCR; several pages show long strings of gibberish where…
Decide — diagnose the stuck moment
+The scan returned many unreadable lines
I uploaded a 40-page client packet and ran OCR; several pages show long strings of gibberish where headers and footers are. I need to know if this is a scanning quality problem, a settings issue, or inherent to the original. Which quick checks and fixes should I try now so I can deliver a clean searchable PDF by tomorrow?
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 the last six projects, OCR trips on multi-column layouts and invoices, costing me two hours…
Become — change the pattern
+OCR consistently fails on multi-column prints
Across the last six projects, OCR trips on multi-column layouts and invoices, costing me two hours per file in manual fixes. What routine should I adopt before scanning and what OCR settings or prep steps will cut rework in half so I stop losing time on cleanup?
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 file storage work people do in Google Drive.
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.