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'm posting a product photo for Oak & Grain ceramics. Add the location 'Soho Market' to the post so…
Execute — do the immediate task
+I'm posting a product photo for Oak & Grain ceramics. Add the location 'Soho Market' to the post so customers know where to find us. Make sure the location appears under the account name in the post and that the map pin links correctly before publishing at 10 a.m. Saturday.
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 publish this product post for Oak & Grain, make the location useful: choose 'Soho Market'…
Improve — make it easier to accept
+Before I publish this product post for Oak & Grain, make the location useful: choose 'Soho Market' not just the city, surface that info in the caption with 'Find us at Soho Market, stall 12', and flag if the chosen location could be confused with another business. Highlight any privacy exposure for the founder if we tag a private address.
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 prepared a post for Oak & Grain and the owner asked me to 'add location: San Francisco' but…
Decide — diagnose the stuck moment
+The client asked for the city but not a specific venue
I prepared a post for Oak & Grain and the owner asked me to 'add location: San Francisco' but buyers ask for venues. I’m torn: use the city as requested or pick Soho Market to drive foot traffic. The owner, Luis, worries about appearing pushy to retailers. What is the likely trade-off and which choice will probably bring more in-person customers without souring partners?
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 repeatedly tag only the city for Oak & Grain posts and then miss customers who search for nearby…
Become — change the pattern
+We default to tagging vague locations and lose walk-ins
We repeatedly tag only the city for Oak & Grain posts and then miss customers who search for nearby shops. It costs us real sales and credibility with market managers. Should we standardize on venue+stall or keep city-level tags? Recommend a new habit for location tagging that balances privacy, partner relations, and discoverability, and how to roll it out.
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 social platform work people do in Instagram.
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.