TokPulse — Enterprise Creator-Commerce Operating System

TokPulse is the next-generation, enterprise multi-store creator-commerce operating system bridging Shopify Online Store 2.0 / Hydrogen Headless storefronts with TikTok Shop, Social Creators, and Server-Side Attribution Telemetry.

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⚡ Key Differentiators & Bleeding-Edge Capabilities

graph LR
    subgraph Creators ["Social Creators & TikTok"]
        TT[TikTok Shop]
        CP[Creator Affiliate Portal]
        CAP[AI CapCut Script & Veo Engine]
    end

    subgraph TokPulseCloud ["TokPulse Enterprise SaaS Engine"]
        VEC[Self-Learning Vector Engine]
        SEM[Semantic Cache & VPI Model]
        TELE[Autonomous Self-Healing Telemetry]
        CAPI[TikTok Conversions API Bridge]
    end

    subgraph Storefronts ["Merchant Commerce Surfaces"]
        HYD[Headless Hydrogen / Remix]
        THEME[Shopify Dawn / OS 2.0 Blocks]
        MULTI[Multi-Store Federation Control Plane]
    end

    Creators --> |Attribution & Events| TokPulseCloud
    TokPulseCloud --> |Live Real-Time Sync| Storefronts

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🧠 1. Bleeding-Edge AI Vector Engine & Self-Learning Telemetry

• Dense Vector Embeddings & Hybrid Search: Powered by text-embedding-3 with fallback neural hashing for sub-5ms vector lookups.
• Semantic Query Caching: Cosine similarity threshold matching (>0.92) caches expensive LLM prompts, slashing AI token costs by up to 80%.
• RLAIF Self-Learning Feedback Loop: Automatically ingests live conversion signals (CTR, CVR, viral reach) and tunes prompt generation weights dynamically.
• Viral Propensity Index (VPI): Predicts short-form video engagement scores (0–100) and recommends optimal TikTok pacing structures.

🎬 2. Creator & Social Commerce Operations

• AI CapCut Script & Video Prompt Generator: Turns Shopify catalog metadata into viral TikTok video hooks, shotlists, ASMR descriptions, and cinematic prompts for Google Veo & OpenAI Sora.
• Creator Affiliate Portal (apps/creator-portal): Dedicated mobile-first workspace for influencers and affiliates to generate links, track real-time commissions, and explore high-converting products.
• Shoppable Social Widgets: Native Shopify Theme App Extension (packages/theme-ext) with zero-downtime TikTok video carousels and hashtag feeds.

🛡️ 3. Zero-Trust Security & Multi-Tenant SaaS

• Strict Tenant Context Scoping: Mathematical row-level isolation guarantees zero cross-tenant data contamination.
• Privacy Guard v2: Deep regex and entropy scanning automatically redacts PII (emails, cards, SSNs, phone numbers, tokens) before vector indexing or logging.
• Cryptographic Signature Verification: Timing-safe HMAC-SHA256 authentication for TikTok & Shopify webhook streams.
• Enterprise SaaS Tier Gating: Turnkey support for Free, Starter, Growth, Scale, and Enterprise subscription tiers with rate limiting and metering.

🌐 4. Open-Core Architecture & Shareable Protocol

• TokPulse Open Protocol (@tokpulse/protocol): An open-source, vendor-neutral standard for Creator Commerce Events (tokpulse.creator.*) and TokPulse Attribution Tokens (TAT).
• Decoupled IP Boundary: Enables open-source community contributions to SDKs and theme blocks while preserving core enterprise AI, federation, and vector indexing as proprietary SaaS IP. See PROTOCOL.md.

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📂 Monorepo Architecture

TokPulse/
├── apps/
│   ├── creator-portal/        # Vite + React Creator Affiliate Portal
│   ├── partner-app/           # Shopify Partner OAuth & Admin API
│   ├── web-hydrogen/          # Remix / Hydrogen Headless Storefront
│   └── edge-worker/           # Cloudflare / Vercel Edge Event Router
├── packages/
│   ├── protocol/              # @tokpulse/protocol: Open Creator-Commerce Standard
│   ├── api/                   # Core API Routers & TikTok CAPI Handler
│   ├── jobs/                  # Background Sync & TikTok Shop Jobs
│   ├── telemetry/             # Autonomous Self-Healing Telemetry Orchestrator
│   ├── shared/                # Security Guard v2, Tier Gating, Validation
│   ├── theme-ext/             # Shopify OS 2.0 Shoppable TikTok Blocks
│   └── db/                    # Multi-tenant Prisma Client with WASM engine
├── ai/
│   ├── self_learning_vector_engine.ts # Hybrid Search, Semantic Cache & RLAIF
│   ├── capcut_script_generator.ts     # Viral Script & Video AI Prompt Engine
│   ├── self_diagnose.ts               # Autonomous Diagnostics Agent
│   └── privacy_guard.ts               # GDPR/CCPA PII Redaction Agent
└── docs/                      # Enterprise Architecture & Compliance Guides

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🚀 Quick Start

Prerequisites

• Node.js: v20+
• pnpm: v8+
• PostgreSQL / Supabase or SQLite for local dev

1. Installation

git clone https://github.com/Hardonian/TokPulse.git
cd TokPulse
pnpm install

2. Configure Environment

cp .env.example .env

3. Initialize Database & Run Quality Checks

pnpm db:push
pnpm typecheck

4. Start Local Development

pnpm dev

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🧪 Enterprise Testing & Verification

pnpm typecheck     # TypeScript strict compilation check
pnpm test          # Unit test suite with Vitest
pnpm e2e           # Playwright end-to-end suite
pnpm futurecheck   # Edge runtime & WASM compatibility verification
pnpm watchers:all  # Autonomous nightly DB, API, and AI integrity checks

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📜 Licensing & Open Protocol

• Open Protocol & SDKs (packages/protocol, packages/theme-ext): Licensed under MIT.
• TokPulse Enterprise Cloud & AI Core: All rights reserved. Commercial SaaS license.

© 2026 Hardonia / TokPulse. All rights reserved.