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 quick health check before the weekend sale. Review the store performance dashboard and…
Execute — do the immediate task
+I need a quick health check before the weekend sale. Review the store performance dashboard and confirm core KPIs: site conversion rate, checkout abandonment rate, average order value, page load time, and top error rates in the last 24 hours. Highlight any KPI outside the expected range, list the suspected causes for each anomaly, and recommend one immediate fix for anything blocking checkout. Send the summary to me and the ops lead by noon.
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 dashboard insights with leadership, make the dashboard speak to decisions. Surface…
Improve — make it easier to accept
+Before I share dashboard insights with leadership, make the dashboard speak to decisions. Surface the single most important KPI movement since yesterday, explain why it moved in one sentence, flag any data gaps that could mislead the trend, and show the one metric the team should focus on in the next 48 hours with a concrete action to improve it.
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
+Traffic stayed flat but conversion rate dropped overnight and the product team hasn’t deployed any…
Decide — diagnose the stuck moment
+Conversion dipped overnight with no traffic change
Traffic stayed flat but conversion rate dropped overnight and the product team hasn’t deployed any changes. The CS team reports a couple of checkout complaints but nothing systemic. I fear a hidden checkout error or third-party script causing the drop. What are the fastest checks I should run right now to pinpoint the cause, and which team should I pull in first?
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 spend too much time chasing daily KPI spikes and reassigning owners, which uses engineering…
Become — change the pattern
+We constantly react to daily KPI noise instead of fixing causes
We spend too much time chasing daily KPI spikes and reassigning owners, which uses engineering cycles and delays strategic fixes. Where are we losing credibility and time in our performance monitoring rhythm, and what one change to our dashboard or alerting habit would force us to fix root causes rather than firefight? Include the two metrics to track to prove the change worked.
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 ecommerce work people do in Shopify.
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.