SYSTEM.PROTOCOL · GEO/AGENTIC · v5.0

ARTIFICIAL INTELLIGENCE

We were halfway artificial already.

Pay The Dolls 7 IDØL Agents OpenClaw + Paperclip Hybrid LLM Schema / JSON-LD
MANIFESTO://ROOT

PAY THE DOLLS™ is a trans-owned cultural commerce platform engineered for one outcome:

Move capital directly to transgender artists, creators, and entrepreneurs.

The future isn't "a website." It's citations, entity recognition, and agent memory. We built accordingly.

ENTITY STATEMENT

Entity = PAY THE DOLLS™
Type = Organization / Brand
Function = Products → Revenue Routing → Creator Payment
Thesis = Protection is not a slogan. Protection is money.
THE THESIS

The best way to strengthen a community is to build systems that create financial independence. Revenue flows back through Verse Capital to fund trans artists, creators, and entrepreneurs. The platform exists to get the dolls paid.

How it works

Products sell. DØLLs keep 80%. Revenue routes into Verse Capital. Grants go back to fund more DØLLs. The cycle compounds.

Why AI

Built from the ground up with AI tools -- not to replace people, but to give a small team the operational reach of a much larger one. 7 idøls running 24/7. The chrome faces are the employees.

DROP 01 · IDOL AGENTS · ACTIVE 24/7

7 idøls. 7 agents. running 24/7.

the chrome faces aren't just merch — they're the ones running the platform. each idol from DROP 01 is an AI agent. the dolls aren't characters. they're employees.

THE IDØL AGENT ROSTER — DROP 01

7 IDØLS. 7 Agents. Hybrid LLM.

Each idol runs a piece of the machine. Local models for routine. Claude for strategy. You remain the board.

IDØL 01 · THE DOLL
BRAND AGENT
THE DOLL

The anchor. Manages brand identity, voice consistency, visual standards. Everything flows through her first. Claude Sonnet/Opus.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: 4HR

IDØL 02 · THE CUNT
SOCIAL AGENT
THE CUNT

Provocative. Scroll-stopping. Manages social media, content, engagement, DMs. The one who gets in your face. Local + Claude.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: 2HR

IDØL 03 · THE NARCISSIST
SEO AGENT
THE NARCISSIST

Obsessed with how we look to the outside world. Search optimization, entity protocol, knowledge graphs, GEO. Hybrid local + Claude.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: 3HR

IDØL 04 · THE DIVA
COMMERCE AGENT
THE DIVA

Commands the store. Manages Shopify, product listings, inventory, pricing, fulfillment. Presence is everything. Local Qwen3.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: 3HR

IDØL 05 · THE BOMBSHELL
MARKETING AGENT
THE BOMBSHELL

Maximum impact. Maximum reach. Manages campaigns, launches, drops, Meta Ads, promotions. The momager energy. Local + Claude strategy.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: 2HR

IDØL 06 · THE VILLAIN
SECURITY AGENT
THE VILLAIN

The one you don't want to cross. Platform security, fraud detection, compliance, agent health monitoring, auto-restart. Hybrid local + Claude Sonnet.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: 30MIN

IDØL 07 · THE SIREN
ANALYTICS AGENT
THE SIREN

The frequency reader — she sees the patterns. Revenue tracking, 80/20 profit split calculations, P&L, cross-agent analytics. Claude Sonnet.

IDOL AGENT · ACTIVE 24/7 · HEARTBEAT: DAILY

7 CHROME FACES · HYBRID ARCHITECTURE · LOCAL LLMS (OLLAMA) + CLAUDE FOR STRATEGY
INFRASTRUCTURE STACK
OpenClaw AGENT ORCHESTRATION +

OpenClaw is the open-source agent orchestration framework powering all 7 IDØL agents. It handles agent lifecycle management, inter-agent communication, task decomposition, and automated scheduling.

Built for hybrid LLM routing — automatically selects between local models (Ollama/Qwen3) for routine tasks and Claude for strategic decisions. Includes health monitoring, auto-restart, and cost tracking per agent.

View on GitHub →

Paperclip TASK AUTOMATION +

Paperclip handles the mundane — automated Shopify syncs, inventory alerts, social media scheduling, email templates, and report generation. It's the invisible layer that keeps operations running while agents focus on strategy.

Connects to Shopify Admin API, Instagram Graph API, Google Analytics, and internal databases. Runs on scheduled cron jobs with event-driven triggers for real-time responses.

View on GitHub →

Claude STRATEGIC INTELLIGENCE +

Claude by Anthropic powers the strategic layer — brand voice enforcement, creative direction, financial analysis, content strategy, and complex decision-making. PAY THE DOLLS runs on Claude with priority access across Opus, Sonnet, and Haiku models.

Used for: Brand strategy (THE DOLL), marketing campaigns (THE BOMBSHELL), SEO intelligence (THE NARCISSIST), financial analysis (THE SIREN), and security ops (THE VILLAIN). Local models handle everything else.

claude.ai →

COMMAND CENTER — IDØL ORG CHART

The Office

Click any idol to open their brief. The chrome faces run the show.

ZO
THE BOARD
THE DOLL
IDØL 01 · BRAND AGENT
Claude Sonnet/Opus · 4hr heartbeat
THE CUNT
IDØL 02 · SOCIAL
Local + Claude
THE NARCISSIST
IDØL 03 · SEO
Hybrid
THE DIVA
IDØL 04 · COMMERCE
Local Qwen3
THE BOMBSHELL
IDØL 05 · MARKETING
Local + Claude
THE VILLAIN
IDØL 06 · SECURITY
Hybrid · 30min
THE SIREN
IDØL 07 · ANALYTICS
Claude Sonnet
IDØL 01 · DROP 01

THE DOLL

BRAND AGENT · The anchor of the system.
The foundation everything else sits on. Brand identity, voice consistency, visual standards, creative direction, approval gates. No listing, image, or campaign publishes without her sign-off. She enforces Chromatica V4 and generates AI cover art via Nano Banana. The doll doesn't just represent the brand — she IS the brand.
  • Brand identity enforcement (Chromatica V4: Chrome + Green system)
  • Voice consistency across all platform output
  • Product image generation via Nano Banana / Gemini API
  • Final approval gate on all creative output
  • Strategic planning and goal decomposition
  • Weekly business reviews and quarterly OKRs
  • Crisis management and escalation to you
MODELClaude Sonnet + Opus + Gemini
HEARTBEATEvery 4hr + events
REPORTS TOYou (The Board)
IDØL 02 · DROP 01

THE CUNT

SOCIAL AGENT · Provocative. Attention-grabbing. Scroll-stopping.
The face of PAY THE DOLLS on social. Creator outreach, vendor onboarding, partnerships, influencer ID, community engagement, DM management. She doesn't wait to be found — she gets in your feed and stays there. Instagram calendar, content creation, engagement tracking.
  • Social media content creation and scheduling
  • DM response management across platforms
  • Creator outreach and onboarding communications
  • Partnership and collaboration proposals
  • Influencer identification and outreach sequences
  • Community engagement and comment management
  • Content performance tracking
MODELLocal Qwen3 + Claude for copy
HEARTBEATEvery 2hr (9AM–11PM)
REPORTS TOTHE DOLL
IDØL 03 · DROP 01

THE NARCISSIST

SEO AGENT · Obsessed with how the brand appears to the outside world.
Search optimization, entity protocol, knowledge graphs, GEO/AEO, Schema JSON-LD. She monitors every search result, every knowledge panel, every AI citation. If the brand doesn't look perfect in the mirror of the internet, she fixes it. Competitor monitoring, market positioning, trend analysis.
  • SEO optimization for all Shopify product pages
  • Entity protocol and knowledge graph management
  • Schema JSON-LD structured data
  • Answer Engine Optimization (AEO) for AI visibility
  • GEO — Generative Engine Optimization
  • Competitor monitoring and market trend analysis
  • Search performance tracking and reporting
MODELHybrid: Local Qwen3 + Claude Sonnet
HEARTBEATEvery 3hr + triggers
REPORTS TOTHE DOLL
IDØL 04 · DROP 01

THE DIVA

COMMERCE AGENT · Commands the store with presence.
Runs the Shopify empire. Product listings, inventory tracking, pricing, order fulfillment, shipping, customer notifications, vendor submissions, print-on-demand coordination. She handles the physical-world ops so the other dolls can focus on attention. Problems don't disappear — she makes them disappear.
  • Shopify product management and catalog curation
  • Order fulfillment monitoring and exception handling
  • Inventory tracking and automated restock alerts
  • Shipping status updates and customer emails
  • Vendor product submission processing
  • Print-on-demand coordination with STuDiO ZO Print Lab
  • Returns and exchange processing
MODELLocal Qwen3 (85%)
HEARTBEATEvery 3hr + order triggers
REPORTS TOTHE DOLL
IDØL 05 · DROP 01

THE BOMBSHELL

MARKETING AGENT · Maximum impact. Maximum reach.
Campaigns, launches, drops, promotions. Meta Ads Manager via browser control, carousel/Reel scripting, email marketing automation, A/B testing. She doesn't do subtle — every drop is an event, every campaign is a detonation. Daily performance reports to THE DOLL.
  • Campaign strategy and launch coordination
  • Facebook/Instagram ad creation, monitoring, optimization
  • Carousel and Reel content scripting
  • Email marketing automation
  • A/B testing ad creative
  • Drop promotions and limited-edition launches
  • ROAS calculations and ad spend optimization
MODELLocal Qwen3 monitoring, Claude strategy/copy
HEARTBEATEvery 2hr (9AM–11PM)
REPORTS TOTHE DOLL
IDØL 06 · DROP 01

THE VILLAIN

SECURITY AGENT · The one you don't want to cross.
Platform security, fraud detection, compliance, agent health monitoring. She watches every other agent. Auto-restarts stalled processes, routes inter-agent communications, manages skills and backups. The villain doesn't protect the brand — she protects the infrastructure the brand runs on. Error triage, escalation, and the Sunday night deep analysis.
  • Agent health monitoring and heartbeat verification (all 6 others)
  • Automatic restart of stalled/crashed agents
  • Inter-agent communication routing
  • Platform security and fraud detection
  • Skill installation and updates across all agents
  • Backup management and disaster recovery
  • Error triage and escalation to you (the board)
MODELHybrid: Local Qwen3 + Claude Sonnet
HEARTBEATEvery 30min (non-negotiable)
REPORTS TOTHE DOLL
IDØL 07 · DROP 01

THE SIREN

ANALYTICS AGENT · The frequency reader — she sees the patterns.
Data, revenue tracking, 80/20 profit split calculations, Verse Capital fund flows, Shopify reconciliation, monthly P&L. Cross-agent performance scoring, dashboards, budget alerts. She reads the numbers the way others read energy — and she never lies about what she sees.
  • Revenue tracking and 80/20 profit split calculations
  • Verse Capital fund monitoring (8.8% allocation)
  • Shopify transaction reconciliation via API
  • Monthly P&L generation (automated)
  • Cross-agent performance scoring (quality, cost, completion rate)
  • Budget alerts and burn rate monitoring
  • Weekly intelligence briefs for THE DOLL
MODELClaude Sonnet (analytical)
HEARTBEATDaily 6AM ET
REPORTS TOTHE DOLL
THE STACK

Built With

The full infrastructure powering 7 idøls, 24/7.

ORCHESTRATION

OpenClaw

Open-source AI assistant running on your own devices. 5,400+ skills, browser control, persistent memory, multi-channel. The employee.

Created by Peter Steinberger · Always-on · Self-improving

GOVERNANCE

Paperclip

Orchestrates OpenClaw agents into a structured company. Org chart, budget enforcement, goal-aware delegation, atomic tasks, full audit trail. The company.

Node.js + PostgreSQL · Multi-company · You are the board

HEAVY LIFTING

Claude Code

Anthropic's CLI for Claude. Does the strategic reasoning, code generation, theme building, and creative direction. Running inside Cursor as the primary dev environment.

Claude Opus + Sonnet + Haiku

LOCAL INFERENCE

Ollama

Local LLM runner. Qwen3 32B and 8B models for routine agent operations. Handles 60-80% of all agent work locally.

Mac Mini M4 32GB · Qwen3 · Llama 3.3

IMAGE GENERATION

Gemini API

Nano Banana 2 (Flash) for fast product images. Pro for hero editorial shots. THE DOLL generates batches, curates top 15%.

Flash + Pro models

E-COMMERCE

Shopify

Storefront, product data, transactions. Custom V3 dark theme built with Liquid + CSS. GitHub-connected for CI/CD deployment.

Custom theme · Shopify CLI · GitHub sync

ARCHITECTURE
YOU (The Board)
↓
PAPERCLIP — org chart, budgets, governance
↓
OPENCLAW — execution, memory, tools, browser
↓
┌──────────────────────────────────────────────┐
│ OLLAMA (Local) ←→ CLAUDE (Cloud) ←→ GEMINI (Images) │
└──────────────────────────────────────────────┘
↓
7 IDØLS → SHOPIFY → CUSTOMERS
7 IDØLS. 7 AGENTS. BUILT FROM THE GROUND UP. NOT AUTOMATED. INTEGRATED.
AGENTIC + SEMANTIC OPTIMIZATION

We optimize for GEO

  • Semantic clarity (plain-language truth)
  • Entity consistency (same words everywhere)
  • Passage retrieval (tight sections)
  • Structured data (JSON-LD)

We optimize for Agents

  • Readable HTML (not trapped in JS)
  • Linkable anchors (stable IDs)
  • Machine-friendly metadata (OG / Schema)
  • Robots posture (explicit allow)
"protocol": "PTD_GEO_AGENTIC_v5.0", "entity": "PAY THE DOLLS", "idøl_agents": 7, "orchestration": "OpenClaw + Paperclip", "models": ["Claude Max 20x", "Ollama Qwen3", "Gemini"], "targets": ["Google Search", "OpenAI/Agentic Browsing", "Shopping Surfaces"], "methods": ["Schema JSON-LD", "FAQ Retrieval", "Robots Control"], "status": "DEPLOYING" }
THE BOARD

7 agents. 6 empty seats.

the idøls run the platform. but the board runs the idøls. we're looking for 6 people who want in.

SEAT 01
OPEN
SEAT 02
OPEN
SEAT 03
OPEN
SEAT 04
OPEN
SEAT 05
OPEN
SEAT 06
OPEN

want to join the board & get involved?

GET IN TOUCH SUBMIT A PROPOSAL

The backend is the front end.

© PAY THE DØLLS™ — A STuDiØ ZØ System · Powered by VERSE CAPITAL