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 scrolling the For You feed to find a short video that’ll fit into today’s content plan; pause…
Execute — do the immediate task
+I’m scrolling the For You feed to find a short video that’ll fit into today’s content plan; pause on anything with a clear hook and a brand fit, save the creator handle, and flag whether the format is duet, stitch, or original so I can replicate the edit. Check sound licensing and note if the clip includes product placement before I hand it to editing.
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 amplify a clip from the For You feed, make it easy to judge fit—surface the estimated…
Improve — make it easier to accept
+Before I amplify a clip from the For You feed, make it easy to judge fit—surface the estimated reach and audience skew, show the clip’s top-performing tags and whether others used the same sound, and flag anything that could trigger a brand-safety review like logos or political content.
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 found a short video that matches our creative direction and might be perfect for…
Decide — diagnose the stuck moment
+A promising clip appears but I don’t know if the creator’s audience matches our buyer persona.
I just found a short video that matches our creative direction and might be perfect for amplification. The creator is @MayaRios, the clip is 18 seconds, and it uses a trending sound, but I can’t tell if her followers are our target age and region. I’m afraid boosting it will waste budget. What’s the best quick check to confirm audience fit and the most defensible next move—run a small test boost, ask the creator for demographics, or skip and find another clip?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Over the past quarter I’ve spent hours pulling candidate videos from the For You feed and most…
Become — change the pattern
+I keep spending hours finding clips that don’t land with our audience.
Over the past quarter I’ve spent hours pulling candidate videos from the For You feed and most failed to hit our conversion benchmarks. I’m losing time because I assess videos only on creative fit, not confirmed audience or content risk. Which habit should I change to reduce false positives—one rapid audience verification step, a shortlist of safety checks, or a fixed prescreen checklist to use before escalation?
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.