darkzOGx/youtube-automation-agent

What it solves

AgentTube automates the end-to-end process of running a YouTube channel. It removes the manual effort of researching trending topics, writing scripts, generating voiceovers and visuals, assembling videos, optimizing for search (SEO), and analyzing performance to improve future content.

How it works

The system uses a series of specialized AI agents to move a video from concept to publication:

1. Strategy & Research: Analyzes trends and competitor signals to create an editorial plan.
2. Scripting & SEO: Writes the narrative, hooks, and metadata (titles, tags, descriptions).
3. Production: Coordinates text-to-speech (TTS) and AI video/image generation, then assembles the final MP4 using FFmpeg.
4. Review & Approval: A human-in-the-loop gate where the operator verifies factual claims, media rights, and quality before scheduling.
5. Publishing: Handles the upload and scheduling via the YouTube Data API.
6. Optimization: Captures analytics (CTR, retention, ROI) and audience comments to propose data-driven improvements for the next production cycle.

Who it’s for

Content creators and channel operators who want to scale their video production using AI while maintaining strict editorial control and quality oversight.

Highlights

• Approval-First Workflow: No video is published without passing human review gates for quality and rights.
• Autonomous Operator: Can be given a high-level objective and audience, then independently plan and execute a content calendar.
• Multi-Provider Flexibility: Supports various LLMs (Gemini, OpenAI, OpenRouter) and video/image generators (Kling, Wan, MiniMax).
• Scene-Aware Analytics: Maps YouTube retention curves directly to specific scenes to identify exactly where viewers drop off.
• Shorts Repurposing: Automatically converts approved long-form videos into 9:16 Shorts by selecting key segments.
• Discoverability Audits: Integrates with DarkzSEO to perform pre-flight checks on content packaging.