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 thread-ask-the-operator-W48-Tuekind threadweek W48date 2026-12-01campaign thread · Tuepillar it_devbeat Tueasset videoduration 25.8sground whitescenes 5

Checklist the per-video bar — engine/sim

76.0/100
plain languagevo coverageno dead airuniquenesscaption fitcompletenesscleanliness
quantitative quality · weights learn from your reviews (engine.sim.memory review thread-ask-the-operator-W48-Tue good|bad)
⚠ 7 flag(s) — not yet ship-ready: copy_genericlow_vo_coveragedead_airgeneric_scene · see docs/strategy/VIDEO-CHECKLIST.md

Composition comp · template family · expected output

composition SceneReelfamily / template LowerThird
9:16 Reelrendered1:1 Squarepending16:9 Widepending9:16 4Kpending1:1 4Kpending16:9 4KpendingGIF (SMS)pending
▶ open rendered mp4
expected output: 1/7 rendered — same matrix the /media preview surfaces for this asset.

Composition layer × scene 5 scenes · 25.8s · comp_id + rendered still + tier + the script

#Layer (comp_id · still · tier)BeatTimecodeMotionLogoAudioVO / on-screen / caption
1s1
matches intent
shared field
signature-3d
hook0–5.8skinetic-buildicon·wireframe♪ node_lock
Most-asked this year: I'm overwhelmed. Where does a small team even start with AI?
on-screen: "Where to start AI?"
expected on screen: white ground · box hero in the shared Signal Field · Faber leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual markshape boxground whitetreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→"Where to start AI?"
2s2
first render · fix pending
ChecklistCard
templatedead_air
teach5.8–10.8skinetic-buildicon·wireframe♪ node_lock
Don't start with the moonshot. Pick the one boring task you repeat every single week.
on-screen: Automate the boring one
expected on screen: white ground · a ChecklistCard panel over a dimmed Signal Field · Faber leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id ChecklistCardvisual node-graphshape boxground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Automate the boring onecurate items, nodes
3s3
matches intent
StatScoreboard
template
proof10.8–15.8sreceipts-counticon·wireframe♪ node_lock
Write down the dullest thing you do every week. That's your first automation.
on-screen: Name the dullest task
expected on screen: white ground · a StatScoreboard panel over a dimmed Signal Field · Faber leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id StatScoreboardvisual receiptsshape boxground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Name the dullest taskcurate pillar, stats, statsLabels
4s4
first render · fix pending
StepFlow
templatedead_airgeneric_scene
step15.8–20.8skinetic-buildicon·wireframe♪ node_lock
Ask the Operator
expected on screen: white ground · a StepFlow panel over a dimmed Signal Field · Faber leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id StepFlowvisual pipelineshape boxground whitetreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Ask the Operatorcurate stages, steps
5s5
first render · fix pending
shared field
signature-3ddead_airgeneric_scene
resolve20.8–25.8scoalescenceicon·color♪ bed_out
Ask the Operator
expected on screen: white ground · box hero in the shared Signal Field · Faber leads · coalescence · coalescence · icon·color logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape boxground whitetreatment colormotion coalescencepower coalescenceinstrument coalescence→Ask the Operator

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)

tiktokMost-asked this year: I'm overwhelmed, where does a small team even start with AI? Don't start with the moonshot. Write down the dullest thing you do every week. That's your first automation. (AI-assisted)
instagram"Where do we start with AI?" Not the moonshot. Name the dullest weekly task. That's your first automation. #asktheoperator #AIforsmallbusiness #automation #startsmall #methodfirst
linkedinThe most-asked question this year: I'm overwhelmed, where does a small team even start with AI? My candid answer: don't start with the moonshot. Write down the single dullest thing you do every week, the task you repeat and resent. That is your first automation. Start where the pain is boring and certain, not where the demo is exciting. Small, real, repeatable.
xMost-asked this year: where does a small team start with AI? Not the moonshot. Write down the dullest thing you do every week. That's your first automation. temerarii.xyz
facebookThe most-asked question this year: I'm overwhelmed, where does a small team even start with AI? My honest answer: don't start with the moonshot. Write down the dullest thing you do every week. That is your first automation. Want help picking it? Ask.
threads"I'm overwhelmed. Where does a small team even start with AI?" Don't start with the moonshot. Write down the dullest thing you do every week. The task you repeat and resent. That's your first automation.
pinterestAsk the operator: where should a small team start with AI? Not the moonshot. Write down the single dullest task you repeat every week, and make that your first automation. A plain, practical answer for small businesses starting with AI and automation.
blueskyMost-asked this year: where does a small team start with AI? Not the moonshot. Write down the dullest thing you do every week. That's your first automation.
youtubeTitle: Where Should a Small Team Start With AI? — Ask the Operator The most-asked question this year: I'm overwhelmed, where does a small team even start with AI? The candid answer: don't start with the moonshot. Write down the single dullest thing you do every week, the task you repeat and resent. That is your first automation. Start where the pain is boring and certain. temerarii.xyz

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