Sentiment Analysis Agent Skill
Extracts the true audience mood and key feedback by analyzing comment sentiment and keyword frequency.
Install
one command, takes just this skill from the repositorynpx skills add https://github.com/google/adk-samples --skill sentiment-analysisThe instruction itself
1 sections, as written by the authorSkill: 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.
- 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.
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How to use it
Take google/sentiment-analysis from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.