I created an AI agent that automatically checks and edits scripts for short videos. It works like a strict editor: it evaluates the text according to clear rules and does not allow weak content into production.
How it works:
the agent analyzes the script and assigns a score on a 100-point scale;
it checks volume, style, and prohibited patterns (clichés, unnecessary words, etc.);
if the score is below the threshold, the script is automatically rewritten;
the output is clean text and a final score without "extra" AI comments.
Result for the user:
stable quality of scripts without manual proofreading;
content better retains attention;
video production can be scaled even for a single creator;
a ready solution for integration into bots or frontend.
Tools: n8n, Anthropic Sonnet 4.5, LangChain, logic checks, and session memory.
How it works:
the agent analyzes the script and assigns a score on a 100-point scale;
it checks volume, style, and prohibited patterns (clichés, unnecessary words, etc.);
if the score is below the threshold, the script is automatically rewritten;
the output is clean text and a final score without "extra" AI comments.
Result for the user:
stable quality of scripts without manual proofreading;
content better retains attention;
video production can be scaled even for a single creator;
a ready solution for integration into bots or frontend.
Tools: n8n, Anthropic Sonnet 4.5, LangChain, logic checks, and session memory.