Checklist the per-video bar — engine/sim
73.7/100
quantitative quality · weights learn from your reviews (
engine.sim.memory review thread-ask-the-operator-W32-Tue good|bad)⚠ 8 flag(s) — not yet ship-ready: copy_generictoo_complexlow_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 · 25.0s · 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 | 0–5.0s | kinetic-build | icon·liquid-chrome | ♪ node_lock | Analytics question: which dashboard number fools people the most? on-screen: "Which metric lies?" |
expected on screen: red ground · box hero in the shared Signal Field · Faber leads · mark · kinetic-build · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape boxground redtreatment liquid-chromemotion kinetic-buildpower laser-lockinstrument laser-trace→"Which metric lies?" | |||||||
| 2 |  first render · fix pending ChecklistCard templatedead_air | teach | 5.0–10.0s | kinetic-build | icon·white-knockout | ♪ node_lock | Raw pageviews flatter everyone. They count a quick bounce the same as a real read, so the number always looks bigger than the truth. on-screen: Pageviews flatter you |
expected on screen: red ground · a ChecklistCard panel over a dimmed Signal Field · Faber leads · node-graph · kinetic-build · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape boxground redtreatment white-knockoutmotion kinetic-buildpower morphinstrument morph+laser→Pageviews flatter youcurate items, nodes | |||||||
| 3 |  matches intent StatScoreboard template | proof | 10.0–15.0s | receipts-count | icon·liquid-chrome | ♪ node_lock | So rebuild your top report around engaged sessions. Then you can see who really shows up and stays. on-screen: Track engaged, not views |
expected on screen: red ground · a StatScoreboard panel over a dimmed Signal Field · Faber leads · receipts · receipts-count · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id StatScoreboardvisual receiptsshape boxground redtreatment liquid-chromemotion receipts-countpower receiptsinstrument spotlight→Track engaged, not viewscurate pillar, stats, statsLabels | |||||||
| 4 |  first render · fix pending PipelineMap templatedead_airgeneric_scene | step | 15.0–20.0s | kinetic-build | icon·white-knockout | ♪ node_lock | Ask the Operator |
expected on screen: red ground · a PipelineMap panel over a dimmed Signal Field · Faber leads · pipeline · kinetic-build · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id PipelineMapvisual pipelineshape boxground redtreatment white-knockoutmotion kinetic-buildpower throwinstrument laser-trace→Ask the Operatorcurate stages, steps | |||||||
| 5 |  first render · fix pending shared field signature-3ddead_airgeneric_scene | resolve | 20.0–25.0s | coalescence | icon·liquid-chrome | ♪ bed_out | Ask the Operator |
expected on screen: red ground · box hero in the shared Signal Field · Faber leads · coalescence · coalescence · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape boxground redtreatment liquid-chromemotion 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)
tiktokAsk the operator, analytics edition: which dashboard number fools people the most? Raw pageviews flatter everyone. Rebuild your top report around engaged sessions instead and you will see who actually shows up. (AI-assisted)
instagramWhich metric lies to you?
Raw pageviews. They flatter everyone.
The fix:
rebuild your top report around engaged sessions.
See who actually shows up.
Ask the operator, analytics edition.
#analytics #metrics #marketing #buildinpublic #data
linkedinAsk the operator, analytics edition. The question: which dashboard number fools people the most?
The answer is raw pageviews. They flatter everyone, because they count anyone who lands and leaves the same way they count someone who reads the whole thing.
The fix is to rebuild your top report around engaged sessions instead of raw views. Once you do, you see who actually shows up and stays, and the numbers start matching reality. Vanity metrics make decisions worse, not better.
xAsk the operator: which dashboard number fools people the most? Raw pageviews. They flatter everyone. Rebuild your top report around engaged sessions and you see who actually shows up. temerarii.xyz
facebookAsk the operator, analytics edition: which dashboard number fools people the most? Raw pageviews. They flatter everyone because they count a quick bounce the same as a real read. The fix is to rebuild your top report around engaged sessions, so you see who actually shows up and stays. More at temerarii.xyz.
threadsAsk the operator, analytics edition. Which dashboard number fools people the most? Raw pageviews. They flatter everyone. Rebuild your top report around engaged sessions instead and you will finally see who actually shows up and stays.
pinterestAnalytics advice on the most misleading metric. Why raw pageviews are a vanity metric that flatters everyone, how engaged sessions show who actually shows up, and rebuilding your top dashboard report around engagement instead of views.
blueskyAsk the operator: which dashboard number fools people the most? Raw pageviews. They flatter everyone. Rebuild your top report around engaged sessions and you see who actually shows up.
youtubeTitle: The Analytics Metric That Lies to You Most (It's Pageviews)
Ask the operator, analytics edition. The question: which dashboard number fools people the most? The answer is raw pageviews, because they count a quick bounce the same as a real read. The fix is to rebuild your top report around engaged sessions instead, so you see who actually shows up and stays. More at temerarii.xyz.