Sentiment Feedback Loop
This skill continuously analyzes user interactions & adjusts responses based on detected sentiment, refining communication for optimal engagement and satisfaction.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add sentiment-feedback-loop npx -- -y @trustedskills/sentiment-feedback-loop
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"sentiment-feedback-loop": {
"command": "npx",
"args": [
"-y",
"@trustedskills/sentiment-feedback-loop"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The sentiment-feedback-loop skill enables AI agents to analyze user feedback and adjust their responses accordingly. It can identify shifts in user sentiment (positive, negative, neutral) during a conversation and adapt its tone or approach to improve engagement. This creates a dynamic interaction where the agent learns from real-time user reactions.
When to use it
- Customer service bots: To dynamically adjust language based on customer frustration levels.
- Interactive storytelling: To modify plot points or character interactions based on audience emotional responses.
- Educational tutors: To adapt teaching style and content difficulty based on student engagement and understanding.
- Virtual assistants: To personalize the interaction by recognizing user sentiment and responding appropriately.
Key capabilities
- Sentiment analysis of user input
- Dynamic adjustment of agent response tone
- Real-time feedback integration
- Adaptive learning from user reactions
Example prompts
- "Analyze the following conversation excerpt for sentiment: [conversation text]"
- "If the user expresses frustration, respond with empathy and offer assistance."
- "Adjust your tone to be more encouraging based on the user's current feedback."
Tips & gotchas
The effectiveness of this skill relies on clear and expressive user input. Ensure the agent has access to sufficient conversational context for accurate sentiment analysis.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.