Back Office · office.temerarii.xyz
One asset, all the way in — composition, the wireframe + storyboard, the output format stack, and the template, all read from the SAME content-index record. The expected output matches what /media surfaces for this post.
post social-W28-Tue-1kind threadweek W28date 2026-07-14campaign thread · Tuepillar performancebeat Tueasset videoduration 48.8sground blackscenes 9

Checklist the per-video bar — engine/sim

98.5/100
plain languagevo coverageno dead airuniquenesscaption fitcompletenesscleanliness
quantitative quality · weights learn from your reviews (engine.sim.memory review social-W28-Tue-1 good|bad)
⚠ 1 flag(s) — not yet ship-ready: copy_generic · see docs/strategy/VIDEO-CHECKLIST.md

Composition comp · template family · expected output

composition SceneReelfamily / template SignalFieldReel
9:16 Reelpending1:1 Squarepending16:9 Widepending9:16 4Kpending1:1 4Kpending16:9 4KpendingGIF (SMS)pending
render pending — silent master not yet on disk
expected output: 0/7 rendered — same matrix the /media preview surfaces for this asset.

Composition layer × scene 9 scenes · 48.8s · comp_id + rendered still + tier + the script

#Layer (comp_id · still · tier)BeatTimecodeMotionLogoAudioVO / on-screen / caption
1s1
matches intent
shared field
signature-3d		open0–5.9sspatial-parallaxicon·white-knockout♪ bed_in
Mobile apps used to ship one screen and hope it fit every kind of user.
on-screen: Apps shipped one screen for all
expected on screen: black ground · dodeca hero in the shared Signal Field · Mensor leads · node-graph · spatial-parallax · icon·white-knockout logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape dodecaground blacktreatment white-knockoutmotion spatial-parallaxpower summoninstrument summon→Apps shipped one screen for all
2s2
matches intent
shared field
signature-3d		hook5.9–12.2skinetic-buildicon·wireframe♪ node_lock
You guessed the layout and waited weeks for a review to tell you it was wrong.
on-screen: You guessed what people wanted
expected on screen: black ground · dodeca hero in the shared Signal Field · Mensor leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual markshape dodecaground blacktreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→You guessed what people wanted
3s3
matches intent
NumberedList
template		teach12.2–17.2skinetic-buildicon·wireframe♪ node_lock
Now the app can rearrange itself to what each user actually does.
on-screen: The app rearranges to the user
expected on screen: black ground · a NumberedList panel over a dimmed Signal Field · Mensor leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id NumberedListvisual node-graphshape dodecaground blacktreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→The app rearranges to the usercurate items, nodes
4s4
matches intent
ComparisonTable
template		proof17.2–22.4sreceipts-counticon·wireframe♪ node_lock
A small on-device model reads the usage pattern and surfaces the next action.
on-screen: On-device models read the pattern
expected on screen: black ground · a ComparisonTable panel over a dimmed Signal Field · Mensor leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id ComparisonTablevisual receiptsshape dodecaground blacktreatment wireframemotion receipts-countpower receiptsinstrument spotlight→On-device models read the patterncurate colA, colB, rows, statsLabels
5s5
matches intent
BuildLog
template		diff22.4–27.9scrossfade-8ficon·wireframe♪ node_lock
The shift is from one frozen app to an app that fits each person.
on-screen: From one app to one per user
expected on screen: black ground · a BuildLog panel over a dimmed Signal Field · Mensor leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id BuildLogvisual codeshape dodecaground blacktreatment wireframemotion crossfade-8fpower morphinstrument morph→From one app to one per usercurate codeLines, lines
6s6
matches intent
ChecklistCard
template		teach27.9–33.4skinetic-buildicon·wireframe♪ node_lock
Treat the layout as a live signal, not a thing you freeze at launch.
on-screen: Test layouts as a live signal
expected on screen: black ground · a ChecklistCard panel over a dimmed Signal Field · Mensor leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id ChecklistCardvisual node-graphshape dodecaground blacktreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Test layouts as a live signalcurate items, nodes
7s7
matches intent
KpiGrid
template		proof33.4–38.6sreceipts-counticon·wireframe♪ node_lock
Soon the app teaches itself which button you needed and moves it up.
on-screen: The app onboards itself
expected on screen: black ground · a KpiGrid panel over a dimmed Signal Field · Mensor leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id KpiGridvisual receiptsshape dodecaground blacktreatment wireframemotion receipts-countpower receiptsinstrument spotlight→The app onboards itselfcurate kpis, statsLabels
8s8
matches intent
LegacyCard
template		step38.6–43.800000000000004skinetic-buildicon·wireframe♪ node_lock
Your step: log one real tap event, then reorder one screen around it.
on-screen: Your step: log one tap event
expected on screen: black ground · a LegacyCard panel over a dimmed Signal Field · Mensor leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id LegacyCardvisual pipelineshape dodecaground blacktreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Your step: log one tap eventcurate stages, steps
9s9
matches intent
shared field
signature-3d		resolve43.8–48.8scoalescenceicon·white-knockout♪ bed_out
The future app meets each user where they already are.
on-screen: Apps that meet you where you are
expected on screen: black ground · dodeca hero in the shared Signal Field · Mensor leads · coalescence · coalescence · icon·white-knockout logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape dodecaground blacktreatment white-knockoutmotion coalescencepower coalescenceinstrument coalescence→Apps that meet you where you are

Format stack 3 aspects · same scenes[], re-cropped

9:16
1080×1920
Stories · TikTok · YouTube Shorts · Reels
1:1
1080×1080
LinkedIn · Facebook · Instagram
16:9
1920×1080
X/Twitter · YouTube · LinkedIn video

Channels 9 destinations

LinkedInX/TwitterYouTubeInstagramFacebookThreadsTikTokPinterestBluesky

Social captions supplemental published copy · per channel (comp_id level)

tiktokthe future of mobile apps (AI-assisted take): stop shipping one frozen screen for everyone. a small on-device model reads what each user actually does and rearranges the app to fit them. one app becomes one per user. #appdev #mobileapp #aitools
instagramOne frozen screen for all is over. The app reads what you do. It rearranges to fit you. One app, one per user. #mobileapp #appdevelopment #aitools #ux #tech
linkedinTakeaway: mobile apps are moving from one frozen layout to a layout that adapts per user. Instead of guessing one screen for everyone and waiting weeks for feedback, a small on-device model can read each user's pattern and surface the next action. Treat the layout as a live signal, not something you freeze at launch. The future app meets each user where they already are.
xThe future of mobile apps: stop shipping one frozen screen for everyone. A small on-device model reads what each user does and rearranges the app to fit them. temerarii.com
facebookMobile apps used to ship one screen and hope it fit everyone. Now a small on-device model can read what each user actually does and rearrange the app to fit them. One app becomes one per user. More at temerarii.com.
threadsThe future of mobile apps: stop shipping one frozen screen for everyone. A small on-device model reads what each user actually does and rearranges the app to fit them. One app becomes one per user.
pinterestFuture of mobile app development with on-device AI: apps that adapt their layout per user, surfacing the next action from usage patterns. Adaptive UI, personalized app design, mobile UX trends, on-device machine learning.
blueskyThe future of mobile apps: stop shipping one frozen screen for everyone. A small on-device model reads what each user does and rearranges the app to fit them. temerarii.com
youtubeThe Future Of Mobile Apps: One App, One Per User Mobile apps used to ship one screen and hope it fit every kind of user, then wait weeks for a review to say it was wrong. This short shows where it is going: a small on-device model reads each user's pattern and rearranges the app to surface the next action. Treat the layout as a live signal, not something you freeze at launch. The future app meets each user where they already are. AI-assisted. More at temerarii.com.

Cross-links every lens is a view on this one record

→ Wireframe · scenes→ Calendar week→ Media (audience preview)→ Storyboard hub→ Day view→ Channel view