The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+Apply a 20% promotional discount for promotional_code_SUMMER to all new annual subscribers who sign…
Execute — do the immediate task
+Apply a 20% promotional discount for promotional_code_SUMMER to all new annual subscribers who sign up between July 1 and July 31, limit it to the first invoice only, and ensure it is visible on the customer invoice line item. Confirm with Priya in finance that revenue recognition will treat it as a discount and not deferred revenue.
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 roll out this promotion, make acceptance painless for procurement and sales: put the…
Improve — make it easier to accept
+Before I roll out this promotion, make acceptance painless for procurement and sales: put the savings percentage at the top, call out whether the discount applies to renewals or only the first invoice, and flag any reporting changes needed so finance recognizes the promotion correctly.
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 enabled promotional_code_SUMMER but customers report it applied to renewals. I intended it for…
Decide — diagnose the stuck moment
+I applied a promo but it discounted everything including renewals
I enabled promotional_code_SUMMER but customers report it applied to renewals. I intended it for the first invoice only. Which promotion settings most likely caused this, who on my team can flip it without customer-facing downtime, and what immediate mitigation prevents billing surprises while I fix the promotion?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+We frequently deploy promotions that either run longer than intended or apply to the wrong…
Become — change the pattern
+Promotions keep running past their end date or mis-scoped
We frequently deploy promotions that either run longer than intended or apply to the wrong subscription types, creating revenue leakage and angry sales reps. Which operational habit—templated promotion configurations, a simple promotion QA checklist, or a calendar-based gate with finance sign-off—reduces errors fastest? Recommend one change and how to enforce it starting this month.
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 payments work people do in Stripe.
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.