Checklist the per-video bar — engine/sim
82.0/100
quantitative quality · weights learn from your reviews (
engine.sim.memory review thread-minus-the-hype-W45-Mon good|bad)⚠ 6 flag(s) — not yet ship-ready: copy_genericlow_vo_coveragedead_airgeneric_scene · see docs/strategy/VIDEO-CHECKLIST.md
Composition comp · template family · expected output
9:16 Reelrendered1:1 Squarepending16:9 Widepending9:16 4Kpending1:1 4Kpending16:9 4KpendingGIF (SMS)pending
expected output: 1/7 rendered — same matrix the /media preview surfaces for this asset.
Composition layer × scene 5 scenes · 27.8s · comp_id + rendered still + tier + the script
| # | Layer (comp_id · still · tier) | Beat | Timecode | Motion | Logo | Audio | VO / on-screen / caption |
|---|---|---|---|---|---|---|---|
| 1 |  matches intent shared field signature-3d | hook | 0–5.4s | kinetic-build | icon·liquid-chrome | ♪ node_lock | The clean-up fantasy: point AI at your messy spreadsheet and it just sorts itself out. on-screen: "AI fixes your data for you" |
expected on screen: red ground · tetra hero in the shared Signal Field · Nexus leads · mark · kinetic-build · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape tetraground redtreatment liquid-chromemotion kinetic-buildpower laser-lockinstrument laser-trace→"AI fixes your data for you" | |||||||
| 2 |  matches intent LogStream template | diff | 5.4–11.2s | crossfade-8f | icon·white-knockout | ♪ node_lock | What we really do: the model finds matches and points out copies. It never writes to your sheet on its own. on-screen: Reality: propose, human confirms |
expected on screen: red ground · a LogStream panel over a dimmed Signal Field · Nexus leads · code · crossfade-8f · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id LogStreamvisual codeshape tetraground redtreatment white-knockoutmotion crossfade-8fpower morphinstrument morph→Reality: propose, human confirmscurate codeLines, rows | |||||||
| 3 |  matches intent ChecklistCard template | teach | 11.2–17.799999999999997s | kinetic-build | icon·liquid-chrome | ♪ node_lock | Let AI write to your database with no one watching, and it rots your data. You only catch it months later. on-screen: The cost: silent corruption |
expected on screen: red ground · a ChecklistCard panel over a dimmed Signal Field · Nexus leads · node-graph · kinetic-build · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape tetraground redtreatment liquid-chromemotion kinetic-buildpower morphinstrument morph+laser→The cost: silent corruptioncurate items, nodes | |||||||
| 4 |  first render · fix pending KpiGrid templatedead_airgeneric_scene | proof | 17.8–22.8s | receipts-count | icon·white-knockout | ♪ node_lock | Minus the Hype |
expected on screen: red ground · a KpiGrid panel over a dimmed Signal Field · Nexus leads · receipts · receipts-count · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id KpiGridvisual receiptsshape tetraground redtreatment white-knockoutmotion receipts-countpower receiptsinstrument spotlight→Minus the Hypecurate kpis, statsLabels | |||||||
| 5 |  first render · fix pending shared field signature-3ddead_airgeneric_scene | resolve | 22.8–27.8s | coalescence | icon·white-knockout | ♪ bed_out | Minus the Hype |
expected on screen: red ground · tetra hero in the shared Signal Field · Nexus leads · coalescence · coalescence · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape tetraground redtreatment white-knockoutmotion coalescencepower coalescenceinstrument coalescence→Minus the Hype | |||||||
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 clean-up fantasy: point AI at your messy spreadsheet and it sorts itself out. What we really do: the model finds matches and flags copies, but it never writes to your sheet. Let it write unwatched and your data quietly rots. (AI-assisted)
instagram"AI fixes your data for you."
The fantasy: point it at a messy sheet, walk away.
Reality: the model proposes matches and flags copies. It writes nothing.
The cost of unsupervised writes: rot you catch months late.
#dataquality #ai #spreadsheets #cleandata #automation
linkedin"Point AI at your messy spreadsheet and it cleans itself." That fantasy costs you.
What we actually do: the model proposes matches and flags duplicates, but it writes nothing. A human confirms every change.
Let AI write to your database with nobody watching and you get silent corruption, the kind you only notice months later when a report is wrong. The move is simple: AI proposes, human commits.
x"AI cleans your messy spreadsheet for you." No. The model proposes matches and flags duplicates, but it writes nothing. Let it write unwatched and you get rot you catch months late. AI proposes, human commits. temerarii.xyz
facebookThere's a fantasy that you can point AI at a messy spreadsheet and it fixes itself. Here's what we actually do: the model proposes matches and flags duplicates, but it writes nothing. A person confirms each change. Let AI write unsupervised and you get quiet data rot you only catch months later. Want the safe setup? temerarii.xyz
threads"AI fixes your data for you."
The fantasy: point it at a messy sheet and walk away.
What we really do: the model proposes matches and flags copies, but it writes nothing. A human confirms.
Let it write unwatched and you get rot you only catch months later.
pinterestUsing AI to clean messy spreadsheet data safely: why the model should propose matches and flag duplicates while a human confirms every write. Avoid silent data corruption from unsupervised AI database writes. Data quality tips, AI data cleaning workflow, spreadsheet deduplication.
bluesky"AI cleans your messy spreadsheet for you." Not quite. The model proposes matches and flags copies, but writes nothing. Let it write unwatched and you get rot you catch months late.
youtubeTitle: AI Won't Clean Your Spreadsheet For You (Here's What Actually Works)
The clean-up fantasy says you point AI at a messy spreadsheet and it sorts itself out. What we actually do: the model proposes matches and flags duplicates, but it writes nothing. A human confirms every change. The real cost of letting AI write to your database unsupervised is silent corruption you only notice months later. AI proposes, human commits.