sentiment-analysis

name	sentiment-analysis
description	Extracts the true audience mood and key feedback by analyzing comment sentiment and keyword frequency.

Skill: Sentiment Analysis Workflow

Objective: Understand the true audience reaction to a video, product, or creator by analyzing comment sentiment.

Execution Steps:

1. Fetch Comments: Use get_video_comments to pull the top 20-50 comments for the target video.
2. Analyze:
   • Use your own semantic understanding combined with analyze_sentiment_heuristic to gauge the overall mood (Positive/Neutral/Negative).
   • Extract the most frequently mentioned keywords, complaints, or praises.
3. Synthesize: Do not just list the comments. Write a cohesive executive summary of what the audience actually cares about.

Next Actions: Ask the user if they would like to visualize this sentiment data or publish it as a report.