The moments that lead here
If one of these is your afternoon, you are in the right place.
I have a stack of scanned questionnaires and a deadline to run open‑ended coding this week.
1 ready prompt
Written for the moment this actually comes up.
Decide — diagnose the stuck moment
+I’ve received [N=300] scanned survey [questionnaires] with handwritten open‑ended answers and I…
Decide — diagnose the stuck moment
+I’ve received [N=300] scanned survey [questionnaires] with handwritten open‑ended answers and I need to turn them into searchable text to run thematic coding by [deadline=Friday]. I’m worried about OCR errors, misread local names, and losing page ordering. Diagnose whether I should batch OCR everything now or sample first, identify the error checks I must do, and give the minimum safe workflow that gets me searchable text this week.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Who does this, and with what
The same task is different work inside a different job.
Political ScientistAdobe Acrobat
Next to this one
Other analyse work people do in Adobe Acrobat.
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.