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:
- Fetch Comments: Use
get_video_commentsto pull the top 20-50 comments for the target video. - Analyze:
- Use your own semantic understanding combined with
analyze_sentiment_heuristicto gauge the overall mood (Positive/Neutral/Negative). - Extract the most frequently mentioned keywords, complaints, or praises.
- Use your own semantic understanding combined with
- 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.