ContentOps — Autonomous AI Media Agency

MAS-AI Technologies Inc.

ContentOps is a fully autonomous, multi-tenant AI media agency. It runs the complete content loop:

TREND DISCOVERY → VIRAL ANALYSIS → SCRIPT → AVATAR VIDEO → PUBLISH → MONITOR → OPTIMIZE

Quick Start

# 1. Clone and setup
git clone https://github.com/Mas-AI-Official/contentops-core.git
cd contentops-core
python -m venv venv
venv\Scripts\pip install -r requirements.txt

# 2. Configure
cp .env.template .env
# Edit .env with your API keys

# 3. Start dashboard
venv\Scripts\python scripts\start_server.py
# Open http://localhost:8080/docs

# 4. Generate content
venv\Scripts\python scripts\run_pipeline.py "Your topic here" --platform tiktok

Architecture

• Tool Manager — Token economy controller with VRAM conflict prevention
• Script Maestro — 4-stage pipeline: Extract → Angle → Structure → QA
• Avatar Engine — Voice generation (Kokoro free / ElevenLabs production)
• Dashboard API — FastAPI with 14 endpoints for full system control
• Multi-Tenant — Each client gets isolated brand, credentials, and content pipeline

Multi-Tenant (Agency Model)

Each client is a tenant with their own:

• Brand identity and guidelines
• Avatar and voice configuration
• Content calendar and posting schedule
• Platform credentials
• Analytics tracking

Create a new client:

curl -X POST http://localhost:8080/api/tenant/create \
  -H "Content-Type: application/json" \
  -d '{"tenant_id":"client-001","display_name":"Client Corp","avatar_name":"BotName","niche":"fitness"}'

Tech Stack

Component	Primary	Fallback
Script LLM	Ollama (local, free)	Claude API (QA only)
Voice TTS	ElevenLabs	Kokoro-82M (free)
Video	Remotion (React)	FFmpeg
B-Roll	Pexels API (free)	Pixabay
Dashboard	FastAPI	-
Analytics	Platform APIs	SQLite

License

Proprietary — MAS-AI Technologies Inc.