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-W23-Thu-1kind threadweek W23date 2026-06-11campaign thread · Thupillar performancebeat Thuasset videoduration 49.0sground 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-W23-Thu-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 Reelrendered1:1 Squarerendered16:9 Widerendered9:16 4Kpending1:1 4Kpending16:9 4KpendingGIF (SMS)pending
▶ open rendered mp4
expected output: 3/7 rendered — same matrix the /media preview surfaces for this asset.

Composition layer × scene 9 scenes · 49.0s · comp_id + rendered still + tier + the script

#Layer (comp_id · still · tier)BeatTimecodeMotionLogoAudioVO / on-screen / caption
1s1
matches intent
shared field
signature-3d
open0–5.7sspatial-parallaxicon·liquid-chrome♪ bed_in
SEO used to mean stuffing the same word into a page until it read badly.
on-screen: SEO meant stuffing keywords
expected on screen: black ground · dodeca hero in the shared Signal Field · Mensor leads · node-graph · spatial-parallax · icon·liquid-chrome logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape dodecaground blacktreatment liquid-chromemotion spatial-parallaxpower summoninstrument summon→SEO meant stuffing keywords
2s2
matches intent
shared field
signature-3d
hook5.7–11.100000000000001skinetic-buildicon·ember-fill♪ node_lock
Then the robots got smart, and all those keyword stuffed pages quietly sank from view.
on-screen: Robots saw through the stuffing
expected on screen: black ground · dodeca hero in the shared Signal Field · Mensor leads · mark · kinetic-build · icon·ember-fill logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual markshape dodecaground blacktreatment ember-fillmotion kinetic-buildpower laser-lockinstrument laser-trace→Robots saw through the stuffing
3s3
matches intent
NumberedList
template
teach11.1–16.6skinetic-buildicon·wireframe♪ node_lock
The move: pick one real question and answer it better than anyone.
on-screen: Answer one real question well
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→Answer one real question wellcurate items, nodes
4s4
matches intent
RankList
template
proof16.6–21.8sreceipts-counticon·white-knockout♪ node_lock
A page that truly answers wins the spot the tricks used to chase.
on-screen: A clear answer earns the rank
expected on screen: black ground · a RankList panel over a dimmed Signal Field · Mensor leads · receipts · receipts-count · icon·white-knockout logo · caption bottom-left
spec (the prompt): comp_id RankListvisual receiptsshape dodecaground blacktreatment white-knockoutmotion receipts-countpower receiptsinstrument spotlight→A clear answer earns the rankcurate rows, statsLabels
5s5
matches intent
CodeWindow
template
diff21.8–27.3scrossfade-8ficon·liquid-chrome♪ node_lock
Old way: chase a thousand words. We map what people actually ask.
on-screen: We don't chase every keyword
expected on screen: black ground · a CodeWindow panel over a dimmed Signal Field · Mensor leads · code · crossfade-8f · icon·liquid-chrome logo · caption bottom-left
spec (the prompt): comp_id CodeWindowvisual codeshape dodecaground blacktreatment liquid-chromemotion crossfade-8fpower morphinstrument morph→We don't chase every keywordcurate codeLines, windowTitle
6s6
matches intent
ChecklistCard
template
teach27.3–32.5skinetic-buildicon·ember-fill♪ node_lock
Now AI groups searches by what people really want, not just words.
on-screen: AI groups the search intent
expected on screen: black ground · a ChecklistCard panel over a dimmed Signal Field · Mensor leads · node-graph · kinetic-build · icon·ember-fill logo · caption bottom-left
spec (the prompt): comp_id ChecklistCardvisual node-graphshape dodecaground blacktreatment ember-fillmotion kinetic-buildpower morphinstrument morph+laser→AI groups the search intentcurate items, nodes
7s7
matches intent
StatScoreboard
template
proof32.5–37.7sreceipts-counticon·wireframe♪ node_lock
It shapes pages so AI answer boxes can quote you, not just Google.
on-screen: It writes for answer engines too
expected on screen: black ground · a StatScoreboard panel over a dimmed Signal Field · Mensor leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id StatScoreboardvisual receiptsshape dodecaground blacktreatment wireframemotion receipts-countpower receiptsinstrument spotlight→It writes for answer engines toocurate pillar, stats, statsLabels
8s8
matches intent
CheatSheet
template
step37.7–42.7skinetic-buildicon·white-knockout♪ node_lock
Step: put a plain summary up top so machines can lift the answer.
on-screen: Add a short, clear summary up top
expected on screen: black ground · a CheatSheet panel over a dimmed Signal Field · Mensor leads · pipeline · kinetic-build · icon·white-knockout logo · caption bottom-left
spec (the prompt): comp_id CheatSheetvisual pipelineshape dodecaground blacktreatment white-knockoutmotion kinetic-buildpower throwinstrument laser-trace→Add a short, clear summary up topcurate points, stages, steps, uses
9s9
matches intent
shared field
signature-3d
resolve42.7–49.0scoalescenceicon·liquid-chrome♪ bed_out
Soon you want AI to quote you. The Big T-M writes to be the source.
on-screen: Be the source AI quotes
expected on screen: black ground · dodeca hero in the shared Signal Field · Mensor leads · coalescence · coalescence · icon·liquid-chrome logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape dodecaground blacktreatment liquid-chromemotion coalescencepower coalescenceinstrument coalescence→Be the source AI quotes

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)

tiktokStuffing keywords still? Robots see through it. Pick ONE real question, answer it better than anyone, and add a plain summary up top so AI answer boxes can quote you. (AI-assisted) #seo #aeo
instagramKeyword stuffing sank. Pick one real question. Answer it best. Add a clear summary so AI can quote you. #seo #aeo #contentmarketing #search #ai
linkedinSEO used to mean stuffing one word into a page until it read badly, but the robots got smart and the stuffed pages sank. The move now is to pick one real question and answer it better than anyone, because a page that truly answers wins the spot tricks used to chase. We don't chase a thousand keywords, we map what people actually ask, group searches by real intent, and shape pages so AI answer boxes can quote us, not just Google. Add a short, plain summary up top so machines can lift the answer. Be the source AI quotes.
xKeyword stuffing is dead. Pick one real question, answer it best, add a summary AI can quote. temerarii.com
facebookKeyword stuffing sank because the robots got smart. Pick one real question and answer it better than anyone, group searches by intent, and add a plain summary up top so AI answer boxes can quote you, not just Google. Want to be the source AI quotes? Visit temerarii.com.
threadsKeyword stuffing sank when the robots got smart. Pick one real question and answer it better than anyone. Group searches by intent, and add a plain summary up top so AI answer boxes can quote you. Be the source AI quotes.
pinterestSEO and answer engine optimization tips: stop stuffing keywords, pick one real question and answer it thoroughly, group searches by user intent, and add a clear plain-language summary at the top of the page so AI answer engines and Google featured snippets can quote you. Modern SEO and AEO for content marketers.
blueskyKeyword stuffing is dead. Pick one real question, answer it best, add a summary AI can quote. temerarii.com
youtubeSEO Is Dead, Long Live AEO: Be The Source AI Quotes Keyword stuffing sank. Pick one real question, answer it better than anyone, group searches by intent, and add a plain summary up top so AI answer boxes can quote you. AI-assisted production. Learn modern SEO at temerarii.com.

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