01
Intelligence
signal & training · the clipping domain
/extract-intelligence/trending-pulse
extract-intelligence builtCreator OSINT — dossiers on elite streetwear designers & apparel content accounts
creator-niche-extraction builtFinds the practitioners worth cloning technique from
trending-pulse + NexLev builtCross-platform trend + YouTube outlier signal
--learn compiler builtTurns a top practitioner's technique into agent capability
elite-practitioner dossiers → agent training data
02
Agent Factory
forge · mints & gates the specialists
agent-forgeeval-meta-agent
agent-forge builtSpins up specialist agents from a role spec + training data
eval-meta-agent gate builtQuality gate — no agent ships until it passes the rubric
The 7 expert roles to forgestreetwear-designer · short-form-clipper · UGC-scriptwriter · trend-scout · brand-voice · mascot show-runner · seeding/outreach — each --learn'd on real practitioners
trained expert agents
03
Design Factory
product · original tees + owned mascot
/gpt-image-cdp/niche-thumbnail-fingerprint
streetwear-designer agent to forgeConcepts in the target aesthetic (from the ref board + China refs)
gpt-image-cdp built$0 image generation via the ChatGPT session
thumbnail-fingerprint + benchmarks builtTaste critic — scores designs vs what actually converts before they ship
Ref board + China refs designedThe aesthetic brief the factory designs against
GuardrailOriginal designs & our own mascot ONLY — no celebrity likeness, no brand logos, no Disney. It's the difference between a brand and an $11M lawsuit.
print-ready designs → Square catalog
04
Distribution
natural ads · content is the reach
/cartoon-shotlist-director/ad-lib-ideation
cartoon pipeline builtMascot episodes — the character stars in an endless clip stream
ad-lib-ideation + clipping tools builtClones winning short-form formats; cuts everything platform-native
short-form-clipper + UGC-writer to forgeDaily Reels/TikToks and UGC scripts on autopilot
seeding/outreach agent to forgeFinds micro-creators, drafts the DMs — the 3–8x channel, not paid ads
IG / TikTok reach → traffic + in-person drops
05
Store · Commerce
bespoke front · Square backend
Next.jsSquare API
Next.js storefront designedSelf-hosted, fully bespoke — the polished/editorial look, no theme ceiling
Square APIs designedCatalog · Inventory · Orders · Payments — one source of truth
Square POS builtIn-person pop-up & event drops — $0-CAC channel we already own
Checkout, phased designedPh.1 hosted link (easy PCI) → Ph.2 embedded Web Payments SDK. Printify for POD fulfillment.
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The flywheel
Every sale and every view feeds back into Layer 1: what converts becomes training data for the next designs and the next content. The machine doesn't just repeat — it gets sharper each drop. That compounding is the moat; the shirts are just where it cashes out.