Multi-Agent system for video scenario generation
I created an automated pipeline in n8n for generating quality scripts for short videos (YouTube Shorts / TikTok). The system operates through several AI agents and controls the quality of the content itself.
How it works:
The Author agent generates a short script (55–62 words) according to clear rules;
The Critic agent evaluates the text on a 100-point scale and initiates a revision if the quality is below the threshold;
The system separates the finished script from technical evaluations;
The final result is automatically sent to Airtable for further production.
Result for the user:
Stable quality of scripts without "watery" AI text;
Texts adapted to Shorts algorithms;
Minimum manual edits;
Ready content for large-scale video production.
Tools: n8n, Claude Sonnet, LangChain, JavaScript, Airtable.
How it works:
The Author agent generates a short script (55–62 words) according to clear rules;
The Critic agent evaluates the text on a 100-point scale and initiates a revision if the quality is below the threshold;
The system separates the finished script from technical evaluations;
The final result is automatically sent to Airtable for further production.
Result for the user:
Stable quality of scripts without "watery" AI text;
Texts adapted to Shorts algorithms;
Minimum manual edits;
Ready content for large-scale video production.
Tools: n8n, Claude Sonnet, LangChain, JavaScript, Airtable.