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 just watched Maya’s 30-second skincare routine and want to add a quick comment that boosts…
Execute — do the immediate task
+I just watched Maya’s 30-second skincare routine and want to add a quick comment that boosts engagement without sounding spammy. Tell me a single-sentence comment that mentions a visible product, asks a simple question to invite replies, and fits under 150 characters so it won’t get truncated. Use Maya by name and reference the serum she shows at 0:12.
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 post a comment on this skincare video, make it easy for viewers to reply. Surface three…
Improve — make it easier to accept
+Before I post a comment on this skincare video, make it easy for viewers to reply. Surface three short comment options: one that praises the serum result, one that asks about skin type, and one that invites a dupe suggestion. Keep each under 100 characters and use Maya’s name and the serum visible at 0:12.
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 just left a one-line compliment on Maya’s skincare clip and worried it sounds like a bot. Maya is…
Decide — diagnose the stuck moment
+I wrote a short compliment but it felt generic.
I just left a one-line compliment on Maya’s skincare clip and worried it sounds like a bot. Maya is the creator, about 30 seconds long, shows a serum at 0:12. I don’t know how personal I can get without over-sharing. What is the likeliest reaction from her audience, and what specific tweak makes my comment feel human and likely to get a reply?
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 dozens of times commenting on creators like Maya, my lines either get no replies or just…
Become — change the pattern
+Comments feel ignored or attract low-quality replies.
Across dozens of times commenting on creators like Maya, my lines either get no replies or just emoji. I lose visibility and feel like I’m invisible. What habit should I change in how I write comments so they read as a real user and invite a meaningful response? Give one specific sentence formula to follow and an example using Maya and the serum at 0:12.
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 short-video platform work people do in TikTok.
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.