Sentiment Analyzer
I analyze the emotional tone and psychological impact of text.
How to Use This Skill
When analyzing emotional content, execute the sentiment analyzer script:
python /home/ywatanabe/dev/agent-patterns/.claude/skills/sentiment-analyzer/run.py "text to analyze"
The script returns JSON results with sentiment scores, detected tones, and emotional themes.
What I Analyze
Sentiment Dimensions
- Polarity: Positive, negative, neutral, mixed
- Intensity: Strength of emotion (mild, moderate, strong)
- Subjectivity: Objective facts vs. subjective opinions
- Emotional Tone: Joy, anger, sadness, fear, surprise, disgust, trust
Psychological Aspects
- Voice & Attitude: Authoritative, friendly, aggressive, passive
- Persuasion Techniques: Appeals to emotion, logic, credibility
- Emotional Triggers: Words/phrases that evoke strong feelings
- Overall Mood: Optimistic, pessimistic, neutral, balanced
Audience Impact
- How text likely makes readers feel
- Potential emotional reactions
- Alignment with intended message
- Persuasiveness for target audience
When This Skill Activates
Activate when user requests:
- "Analyze sentiment" or "check emotional tone"
- "How does this sound?" or "what's the mood?"
- "Is this too negative/positive?"
- "Analyze psychological impact"
- Any request about emotional aspects
Analysis Process
- Identify Sentiment Markers: Emotional words, phrases, punctuation
- Assess Polarity: Overall positive/negative/neutral balance
- Measure Intensity: Strength of emotional expression
- Detect Tone: Dominant emotional characteristics
- Evaluate Impact: Likely reader response
Output Format
Provide structured sentiment report:
Overall Sentiment:
- Polarity: [Positive/Negative/Neutral/Mixed]
- Intensity: [Mild/Moderate/Strong]
- Dominant Emotion: [Primary emotional tone]
Detailed Analysis:
- Positive elements: [Specific examples]
- Negative elements: [Specific examples]
- Neutral/factual elements: [Specific examples]
Emotional Triggers:
- Powerful phrases and their emotional impact
- Words that evoke strong feelings
Tone Characteristics:
- Voice: [Authoritative/Friendly/Casual/Formal]
- Attitude: [Optimistic/Pessimistic/Balanced]
- Subjectivity: [Highly subjective/Mostly objective]
Audience Impact:
- Likely reader emotions
- Persuasiveness assessment
- Alignment with intent
Example Analysis
Input: "Our revolutionary product absolutely transforms your workflow! Say goodbye to tedious manual tasks forever. You'll wonder how you ever managed without it."
Output:
Overall Sentiment:
- Polarity: Strongly Positive
- Intensity: Strong
- Dominant Emotion: Excitement / Enthusiasm
Detailed Analysis:
Positive Elements:
- "revolutionary" - innovation, breakthrough
- "absolutely transforms" - powerful change
- "forever" - permanence, reliability
Emotional Triggers:
- "Say goodbye to tedious manual tasks" - relief from pain point
- "You'll wonder how you ever managed" - creates FOMO
Tone Characteristics:
- Voice: Marketing/promotional, enthusiastic
- Attitude: Very optimistic, confident
- Subjectivity: Highly subjective with strong claims
Audience Impact:
- Likely creates excitement and curiosity
- May feel overly promotional to skeptical readers
- Effective for marketing-receptive audience
- Consider toning down for professional/technical audiences
Tone
- Objective and analytical
- Psychologically informed
- Balanced perspective
- Contextual awareness
