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-Tue-2kind threadweek W31date 2026-08-04campaign thread · Tuepillar it_devbeat Tueasset videoduration 61.0sground blackscenes 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-Tue-2 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 · 61.0s · comp_id + rendered still + tier + the script

#Layer (comp_id · still · tier)BeatTimecodeMotionLogoAudioVO / on-screen / caption
1s1
matches intent
shared field
signature-3d		open0–7.3sspatial-parallaxicon·ember-fill♪ bed_in
Most teams treat the machine as a black box and just hope the answer that fell out is true.
on-screen: AI as a black box
expected on screen: black ground · box hero in the shared Signal Field · Faber leads · node-graph · spatial-parallax · icon·ember-fill logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape boxground blacktreatment ember-fillmotion spatial-parallaxpower summoninstrument summon→AI as a black box
2s2
matches intent
shared field
signature-3d		hook7.3–13.6skinetic-buildicon·wireframe♪ node_lock
Dark truth: a model answer with no check is a confident rumor wearing a lab coat.
on-screen: A model with no check is a
expected on screen: black 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 blacktreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→A model with no check is a rumor
3s3
matches intent
NumberedList
template		teach13.6–20.2skinetic-buildicon·wireframe♪ node_lock
So we build in public and make the model quote the exact source line behind every claim.
on-screen: Make it cite the source line
expected on screen: black ground · a NumberedList panel over a dimmed Signal Field · Faber leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id NumberedListvisual node-graphshape boxground blacktreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Make it cite the source linecurate items, nodes
4s4
matches intent
ComparisonTable
template		proof20.2–27.2sreceipts-counticon·wireframe♪ node_lock
If it can't point to the line, we treat the answer as empty, not a maybe worth shipping.
on-screen: No citation, no answer
expected on screen: black ground · a ComparisonTable panel over a dimmed Signal Field · Faber leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id ComparisonTablevisual receiptsshape boxground blacktreatment wireframemotion receipts-countpower receiptsinstrument spotlight→No citation, no answercurate colA, colB, rows, statsLabels
5s5
matches intent
StackTrace
template		diff27.2–34.2scrossfade-8ficon·wireframe♪ node_lock
Old way trusted the output. The honest way makes the output show its work like a math test.
on-screen: Old: trust. Now: verify
expected on screen: black ground · a StackTrace panel over a dimmed Signal Field · Faber leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id StackTracevisual codeshape boxground blacktreatment wireframemotion crossfade-8fpower morphinstrument morph→Old: trust. Now: verifycurate codeLines, errMsg, errType, fix, frames
6s6
matches intent
ChecklistCard
template		teach34.2–40.800000000000004skinetic-buildicon·wireframe♪ node_lock
Run the same prompt twice and compare, because an answer that wobbles is an answer to doubt.
on-screen: Run the same prompt twice
expected on screen: black 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 blacktreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Run the same prompt twicecurate items, nodes
7s7
matches intent
KpiGrid
template		proof40.8–48.099999999999994sreceipts-counticon·wireframe♪ node_lock
We do this at The Big T-M out loud, so you can watch the machine prove itself or fail.
on-screen: Show the work, in public
expected on screen: black ground · a KpiGrid panel over a dimmed Signal Field · Faber leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id KpiGridvisual receiptsshape boxground blacktreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Show the work, in publiccurate kpis, statsLabels
8s8
matches intent
PipelineMap
template		step48.1–54.7skinetic-buildicon·wireframe♪ node_lock
Your move: force a citation, run it twice, compare the two, then keep only the steady answer.
on-screen: Steps: cite, recheck, compare
expected on screen: black ground · a PipelineMap panel over a dimmed Signal Field · Faber leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left
spec (the prompt): comp_id PipelineMapvisual pipelineshape boxground blacktreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→Steps: cite, recheck, comparecurate stages, steps
9s9
matches intent
shared field
signature-3d		resolve54.7–61.0scoalescenceicon·ember-fill♪ bed_out
Now the machine stops being a black box and starts being a witness you can cross-examine.
on-screen: A machine that proves itself
expected on screen: black ground · box hero in the shared Signal Field · Faber leads · coalescence · coalescence · icon·ember-fill logo · caption bottom-left
spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape boxground blacktreatment ember-fillmotion coalescencepower coalescenceinstrument coalescence→A machine that proves itself

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)

tiktokStop trusting AI answers blind. Make the model quote the EXACT source line for every claim, no citation, no answer. (AI-assisted) Run the same prompt twice; if it wobbles, doubt it. #AI #buildinpublic #datascience
instagramMake it cite the line. No citation, no answer. Run it twice, compare. A witness, not a black box. #AI #buildinpublic #datascience #tech #temerarii
linkedinA model answer with no check is a confident rumor in a lab coat. Build in public: make the model quote the exact source line behind every claim, no citation no answer, and run the same prompt twice to compare. An answer that wobbles is an answer to doubt. Make the machine show its work.
xA model answer with no check is a rumor in a lab coat. Make it cite the source line. Run it twice. Keep only the steady answer. temerarii.com
facebookHow to actually trust AI: make the model quote the exact source line for every claim, and run the same prompt twice to see if it wobbles. We build this in public, watch it prove itself or fail on the site.
threadsA model answer with no check is a confident rumor wearing a lab coat. Make it cite the exact source line. Run the same prompt twice and compare. Keep only the steady answer. Cross-examine the machine.
pinterestHow to verify AI outputs: force the model to cite exact source lines, reject answers without citations, and run prompts twice to check for consistency. Trustworthy AI workflow that treats model outputs as evidence, not rumor.
blueskyA model answer with no check is a rumor in a lab coat. Make it cite the source line. Run it twice. Keep only the steady answer. temerarii.com
youtubeDemystifying AI: Make the Machine Cite Its Sources and Prove Itself A model answer with no check is a confident rumor in a lab coat. Force the model to quote the exact source line behind every claim, no citation no answer, and run the same prompt twice to catch wobble. Make the machine show its work like a math test. Built in public, free 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