ContentReel — AI Avatar Content Automation 🚀

Automated content creation platform. Post 5x a day on Instagram, YouTube, TikTok, LinkedIn, and X.

The content this tool creates IS the marketing for the tool. The AI avatar talks about how ContentReel automates content creation — so every video is a living demo that funnels viewers into subscribers.

Built on the original content_creation pipeline by cangeorgecode.

How It Works

Script → HeyGen Avatar Video → B-Rolls → Captions → Multi-Platform Export
↑
AI Script Generator (with hooks + CTAs)

The pipeline has 4 stages:

1. Script Generation (optional) — AI writes conversion-optimized scripts with hooks and CTAs
2. HeyGen Avatar — AI avatar delivers your script (costs HeyGen credits)
3. B-Rolls — Random b-rolls fill the middle 77% of the video
4. Captions — Animated word-by-word captions via PyCaps
5. Multi-Platform (optional) — Export to YouTube (16:9), LinkedIn (1:1), X (16:9)

Prerequisites 👷

• HeyGen API Key — Required for avatar video generation. Sign up here
• OpenAI API Key — Required for AI script generation (can also use Anthropic)
• B-Roll Footage — Put .mp4 clips in the brolls/ folder

Setup

python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
pip install openai anthropic # for AI script generation
mkdir -p brolls media output swipe_files

.env

HEYGEN_API_KEY='your_key_here'OPENAI_API_KEY='your_key_here'SAAS_NAME='ContentReel'

Usage

Quick Start (Generate + Process)

# Generate 5 scripts and process them all at once
python factory3.py --generate 5
# Generate 10 scripts with curiosity hooks
python factory3.py --generate 10 --hook curiosity --niche "content marketing"# Use Anthropic instead of OpenAI
python factory3.py --generate 5 --provider anthropic

Process Existing Scripts

python factory3.py swipe_files/demo_contentreel.json

Multi-Platform Export

After generating your captioned video:

# Create all platform variants
python platform_formatter.py output/your_video_captioned.mp4 --all
# Or specific platforms
python platform_formatter.py output/your_video_captioned.mp4 --platforms youtube,linkedin,x

Pipeline Management

# Check what's been done and what failed
python factory3.py --status
# Retry any failed scripts
python factory3.py swipe_files/scripts.json --retry
# Reset a specific script to reprocess it
python factory3.py --reset 5
# Setup check (creates folders, verifies b-rolls)
python factory3.py --setup

AI Script Generator

The script generator creates conversion-optimized scripts using AI. It understands the SaaS product and writes scripts that drive signups.

# See all available templates
python script_generator.py --info
# Generate scripts with specific styles
python script_generator.py --count 10 --hook curiosity --body story --cta hard
python script_generator.py --count 5 --provider anthropic --niche "video marketing"

Hook Styles

Style	Description	Example
problem	Pain point hook	"You're spending 4 hours editing one video. Stop."
curiosity	Curiosity gap	"What if you could post 5x a day and never touch a camera?"
result	Results-driven	"I grew my audience 300% posting 5x a day."
comparison	Before/after	"$500/video production vs $0.05 with AI."
direct	Direct address	"You. The one who keeps saying 'I'll start next week.'"

Body Structures

Structure	Best For
problem-solution	Cold audience pain point → solution
story	Relatable before/after narrative
feature-spotlight	Deep dive on one feature
comparison	Value demonstration

Script Queue Format

[
{
"id": 1,
"script": "Your video script here... (110-220 words)",
"niche": "content automation",
"hook_style": "problem",
"body_style": "problem-solution",
"hook": "First attention-grabbing sentence",
"cta": "Final call-to-action sentence"
}
]

Pipeline Resilience

The factory tracks every script's progress in .pipeline_state.json. If something fails:

1. HeyGen credits are NOT wasted — the pipeline won't re-generate an avatar video that already exists
2. Resume where you left off — re-run the same command and it skips completed steps
3. Retry failures — python factory3.py scripts.json --retry

State Tracking

"new" → Not started
"heygen_done" → Avatar video downloaded (SAVED — won't regenerate)
"broll_done" → B-rolls added
"completed" → All steps done, captioned video ready
"failed" → Something went wrong at a specific step

Voice Options

Default voice is Chloe - Lifelike (HeyGen voice). You can override:

python factory3.py scripts.json --voice 6e4d89218fa24eb3b3fe4faa16a15895

Available voices are in voices.json (collected from the HeyGen API).

Architecture

content_creation/
├── factory3.py # Main pipeline orchestrator
├── script_generator.py # AI script generation with hooks
├── platform_formatter.py # Multi-platform export tool
├── pipeline_state.py # State manager for resume/skip
├── heygen6.py # HeyGen API integration
├── broll2.py # B-roll overlay system
├── pycaps2.py # Caption rendering
├── templates/centered/ # PyCaps caption styling
├── brolls/ # Your b-roll .mp4 clips
├── media/ # Downloaded HeyGen videos
├── output/ # Finished videos
└── swipe_files/ # Script queue JSON files

TODO (Upcoming)

• AI Script Generator with hook system
• Pipeline resilience (resume/skip/retry)
• Multi-platform export (YT, LinkedIn, X)
• ElevenLabs voice integration
• Custom avatar upload
• Self-serving SaaS with 2 subscription tiers
• Web dashboard
• Stripe billing integration
• Batch processing dashboard

License

Original MIT License. Free to use and modify.