AI & Automation for GTM — social-W25-Thu-2 — Temerarii Media Back Office

post social-W25-Thu-2kind threadweek W25date 2026-06-25campaign thread · Thupillar staff_trainingbeat Thuasset videoduration 49.1sground whitescenes 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-W25-Thu-2 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 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 · 49.1s · comp_id + rendered still + tier + the script

#	Layer (comp_id · still · tier)	Beat	Timecode	Motion	Logo	Audio	VO / on-screen / caption
1	still pending matches intent shared field signature-3d	open	0–5.0s	spatial-parallax	icon·3d-extrude	♪ bed_in	The old way ran go-to-market by hand, copying leads between ten tabs. on-screen: Go-to-market used to be all manual
	expected on screen: white ground · knot hero in the shared Signal Field · Magister leads · node-graph · spatial-parallax · icon·3d-extrude logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape knotground whitetreatment 3d-extrudemotion spatial-parallaxpower summoninstrument summon→Go-to-market used to be all manual
2	still pending matches intent shared field signature-3d	hook	5.0–10.2s	kinetic-build	icon·wireframe	♪ node_lock	Here is where it goes: the boring steps run themselves while you decide. on-screen: Soon the boring steps run themselves
	expected on screen: white ground · knot hero in the shared Signal Field · Magister leads · mark · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape knotground whitetreatment wireframemotion kinetic-buildpower laser-lockinstrument laser-trace→Soon the boring steps run themselves
3	still pending matches intent NumberedList template	teach	10.2–15.7s	kinetic-build	icon·wireframe	♪ node_lock	Write each step as a plain rule a model can follow without you watching. on-screen: Write each step as a clear rule
	expected on screen: white ground · a NumberedList panel over a dimmed Signal Field · Magister leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id NumberedListvisual node-graphshape knotground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Write each step as a clear rulecurate items, nodes
4	still pending matches intent ComparisonTable template	proof	15.7–22.0s	receipts-count	icon·wireframe	♪ node_lock	A new lead comes in, the model reads it and routes it to the right place. on-screen: New lead in, the model routes it
	expected on screen: white ground · a ComparisonTable panel over a dimmed Signal Field · Magister leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ComparisonTablevisual receiptsshape knotground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→New lead in, the model routes itcurate colA, colB, rows, statsLabels
5	still pending matches intent StackTrace template	diff	22.0–27.0s	crossfade-8f	icon·wireframe	♪ node_lock	You automate the rote work and keep the judgment calls for yourself. on-screen: Automate the rote, keep the judgment
	expected on screen: white ground · a StackTrace panel over a dimmed Signal Field · Magister leads · code · crossfade-8f · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id StackTracevisual codeshape knotground whitetreatment wireframemotion crossfade-8fpower morphinstrument morph→Automate the rote, keep the judgmentcurate codeLines, errMsg, errType, fix, frames
6	still pending matches intent ChecklistCard template	teach	27.0–32.5s	kinetic-build	icon·wireframe	♪ node_lock	Let the model draft the first reply, then you approve or fix one line. on-screen: Let AI draft the first reply
	expected on screen: white ground · a ChecklistCard panel over a dimmed Signal Field · Magister leads · node-graph · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape knotground whitetreatment wireframemotion kinetic-buildpower morphinstrument morph+laser→Let AI draft the first replycurate items, nodes
7	still pending matches intent KpiGrid template	proof	32.5–37.7s	receipts-count	icon·wireframe	♪ node_lock	Drafts wait for your yes, so the work moves without you starting it. on-screen: Drafts ready; you just say yes
	expected on screen: white ground · a KpiGrid panel over a dimmed Signal Field · Magister leads · receipts · receipts-count · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id KpiGridvisual receiptsshape knotground whitetreatment wireframemotion receipts-countpower receiptsinstrument spotlight→Drafts ready; you just say yescurate kpis, statsLabels
8	still pending matches intent StepFlow template	step	37.7–43.6s	kinetic-build	icon·wireframe	♪ node_lock	List your steps, turn each into a rule, keep an approval on the risky ones. on-screen: List steps, rule them, keep approval
	expected on screen: white ground · a StepFlow panel over a dimmed Signal Field · Magister leads · pipeline · kinetic-build · icon·wireframe logo · caption bottom-left spec (the prompt): comp_id StepFlowvisual pipelineshape knotground whitetreatment wireframemotion kinetic-buildpower throwinstrument laser-trace→List steps, rule them, keep approvalcurate stages, steps
9	still pending matches intent shared field signature-3d	resolve	43.6–49.1s	coalescence	icon·3d-extrude	♪ bed_out	The Big T-M automates the rote and keeps the human call where it matters. on-screen: The Big T-M automates the rote
	expected on screen: white ground · knot hero in the shared Signal Field · Magister leads · coalescence · coalescence · icon·3d-extrude logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape knotground whitetreatment 3d-extrudemotion coalescencepower coalescenceinstrument coalescence→The Big T-M automates the rote

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)

tiktokWhere go-to-market is heading (AI-assisted): write each boring step as a plain rule a model can run. New lead comes in, it routes and drafts the first reply. You keep the judgment calls. #gtm #automation #aiautomation

instagramAutomate the boring steps. Keep the judgment calls. Write each step as a rule. #gtm #automation #aiforbusiness #marketing #sales

linkedinGo-to-market runs on too much manual work. The coming method: write each rote step as a plain rule a model can follow, so a new lead gets read, routed, and given a drafted first reply. The takeaway: automate the rote, keep the judgment. Hold an approval step on anything risky, and the work moves without you starting it.

xGTM is heading toward rules a model runs: lead comes in, it routes and drafts the reply. Automate rote, keep the judgment. temerarii.xyz

facebookRunning go-to-market by hand means copying leads between ten tabs. The shift coming: write each boring step as a rule a model can run, so it routes leads and drafts replies. You keep the judgment calls. See how on the site.

threadsSoon the boring GTM steps run themselves. Write each step as a plain rule, let a model route leads and draft first replies, and keep the judgment calls and approvals for yourself.

pinterestAI go-to-market automation: write each rote step as a plain rule a model can run, so leads get routed and replies get drafted. Automate the boring work, keep the judgment. GTM strategy, marketing automation, AI for business.

blueskyGTM is heading toward rules a model runs: it routes leads and drafts replies. Automate rote, keep judgment. temerarii.xyz

youtubeAutomate the Boring GTM Steps, Keep the Judgment Go-to-market runs on too much manual work. We walk through the coming method: write each rote step as a plain rule a model can follow, so a new lead gets read, routed, and given a drafted first reply. Automate the rote, keep the judgment calls, and hold an approval step on anything risky.

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

→ Wireframe · scenes → Calendar week → Media (audience preview)→ Storyboard hub → Day view → Channel view