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-W31-Thu-3kind threadweek W31date 2026-08-06campaign thread · Thupillar performancebeat Thuasset videoduration 65.5sground whitescenes 9

Checklist the per-video bar — engine/sim

86.6/100
plain languagevo coverageno dead airuniquenesscaption fitcompletenesscleanliness
quantitative quality · weights learn from your reviews (engine.sim.memory review social-W31-Thu-3 good|bad)
⚠ 3 flag(s) — not yet ship-ready: copy_genericdup_sequence_across_assetsdup_set_across_assets · 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 · 65.5s · comp_id + rendered still + tier + the script

#Layer (comp_id · still · tier)BeatTimecodeMotionLogoAudioVO / on-screen / caption
1s1
matches intent
shared field
signature-3d
open0–7.0sspatial-parallaxicon·ember-fill♪ bed_in
Mobile apps used to crash on day one because nobody tested on the cheap phone real people carry.
on-screen: Apps that crashed on day one
expected on screen: white ground · dodeca hero in the shared Signal Field · Mensor leads · node-graph · spatial-parallax · icon·ember-fill logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape dodecaground whitetreatment ember-fillmotion spatial-parallaxpower summoninstrument summon→Apps that crashed on day one
2s2
matches intent
shared field
signature-3d
hook7.0–14.3skinetic-buildicon·wireframe♪ node_lock
Dark truth: an app with no crash reports is a guess wearing an icon on a stranger's home screen.
on-screen: An app you never measure is a
expected on screen: white 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 whitetreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→An app you never measure is a guess
3s3
matches intent
NumberedList
template
teach14.3–22.700000000000003skinetic-buildicon·wireframe♪ node_lock
So we do it now by wiring crash reports in from day one, so the phone tells you before the review does.
on-screen: Catch every crash automatically
expected on screen: white 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 whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Catch every crash automaticallycurate items, nodes
4s4
matches intent
ComparisonTable
template
proof22.7–30.0sreceipts-counticon·wireframe♪ node_lock
Let a model group the crash reports into the few real bugs, instead of you reading ten thousand lines.
on-screen: Let AI group the crashes
expected on screen: white 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 whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Let AI group the crashescurate colA, colB, rows, statsLabels
5s5
matches intent
CodeWindow
template
diff30.0–37.0scrossfade-8ficon·wireframe♪ node_lock
Old way waited for a one-star review. The right way hears the crash the second it happens, quietly.
on-screen: Old
expected on screen: white ground · a CodeWindow panel over a dimmed Signal Field · Mensor leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id CodeWindowvisual codeshape dodecaground whitetreatment wireframemotion crossfade-8fpower morphinstrument morph→Old: wait for reviews. Now: read the phonecurate codeLines, windowTitle
6s6
matches intent
ChecklistCard
template
teach37.0–43.6skinetic-buildicon·wireframe♪ node_lock
Test on the slow, old phone, because that's the device most of your real users actually hold.
on-screen: Test on the cheap phone
expected on screen: white 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 whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Test on the cheap phonecurate items, nodes
7s7
matches intent
KpiGrid
template
proof43.6–50.9sreceipts-counticon·wireframe♪ node_lock
We run this at The Big T-M, and a bug gets fixed before the angry review ever gets typed.
on-screen: Fix the crash before the review
expected on screen: white 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 whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Fix the crash before the reviewcurate kpis, statsLabels
8s8
matches intent
FlowSchematic
template
step50.9–58.199999999999996skinetic-buildicon·wireframe♪ node_lock
Your move: wire crash reports, let the model group them, test the cheap phone, fix the top one first.
on-screen: Steps: report, group, fix
expected on screen: white ground · a FlowSchematic panel over a dimmed Signal Field · Mensor leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id FlowSchematicvisual pipelineshape dodecaground whitetreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Steps: report, group, fixcurate stages, steps
9s9
matches intent
shared field
signature-3d
resolve58.2–65.5scoalescenceicon·ember-fill♪ bed_out
Now the app tells you where it hurts, and the reviews stay kind because the crashes never reach them.
on-screen: An app that listens
expected on screen: white ground · dodeca hero in the shared Signal Field · Mensor leads · coalescence · coalescence · icon·ember-fill logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape dodecaground whitetreatment ember-fillmotion coalescencepower coalescenceinstrument coalescence→An app that listens

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)

tiktokYour app is a guess if it has no crash reports. Wire them from day one, let AI group ten thousand lines into the few REAL bugs, and test on the cheap old phone real users carry. (AI-assisted) #mobileapp #appdev #coding
instagramWire crash reports day one. AI groups the real bugs. Test the cheap phone. An app that listens. #mobileapp #appdev #coding #devtips #temerarii
linkedinAn app with no crash reports is a guess wearing an icon on a stranger's home screen. Wire crash reporting in from day one so the phone tells you before the review does, let a model group thousands of reports into the few real bugs, and test on the cheap, slow phone most of your users actually carry. Fix the crash before the review.
xYour app is a guess if it has no crash reports. Wire them day one. Let AI group the real bugs. Test the cheap phone. Fix before the review. temerarii.com
facebookShip mobile apps that don't crash: wire crash reports from day one, let AI group them into the few real bugs, and test on the cheap old phone real users carry. Fix it before the review. Free method on the site.
threadsAn app with no crash reports is a guess wearing an icon on a stranger's home screen. Wire crash reports day one, let the model group the real bugs, test the cheap phone. Fix the crash before the angry review gets typed.
pinterestMobile app development best practices: wire crash reporting from day one, use AI to group crash reports into real bugs, and test on low-end devices real users carry. Reliable app development that catches crashes before bad reviews.
blueskyYour app is a guess if it has no crash reports. Wire them day one. Let AI group the real bugs. Test the cheap phone. Fix before the review. temerarii.com
youtubeMobile Apps That Listen: Crash Reports, AI Grouping, Cheap-Phone Testing An app with no crash reports is a guess wearing an icon on a stranger's home screen. Wire crash reporting from day one so the phone tells you before the review does, let a model group thousands of reports into the few real bugs, and test on the cheap, slow phone most users carry. Fix the crash before the review. Free at temerarii.com

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