sentiment-analysis

Analyze user feedback to identify segments, sentiment scores, and JTBD insights.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/KoryakinYurij/Self-Sustain-System --skill sentiment-analysis-koryakinyurij
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sentiment-analysis
Source: https://github.com/KoryakinYurij/Self-Sustain-System/tree/main/Skill%20Creation/research/pm-skills/pm-market-research/skills/sentiment-analysis
Command: npx skills add https://github.com/KoryakinYurij/Self-Sustain-System --skill sentiment-analysis-koryakinyurij

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill analyzes large volumes of user feedback to identify distinct user segments, understand their sentiment, and uncover actionable insights for product improvement.

Core Features & Use Cases

  • Segment Identification: Groups users into meaningful segments based on feedback patterns.
  • Sentiment Analysis: Assigns sentiment scores to gauge user satisfaction.
  • Insight Synthesis: Consolidates feedback into structured profiles with JTBD, pain points, and recommendations.
  • Use Case: Analyze thousands of app reviews to understand why a specific user segment is unhappy and what features they are requesting.

Quick Start

Analyze the attached user survey responses to identify key segments and their satisfaction levels.

Frequently Asked Questions about sentiment-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze user feedback to identify market segments and sentiment?

You can analyze user feedback at scale by importing survey responses or app reviews to assign sentiment scores, identify distinct user segments, and extract Jobs-to-be-Done and product satisfaction insights.

What is sentiment analysis used for in product management?

Sentiment analysis in product management is used to gauge customer satisfaction by assigning sentiment scores to large volumes of feedback, identifying distinct user segments, and uncovering actionable insights for product improvement.

Can I extract Jobs-to-be-Done and pain points from app reviews?

Yes, you can extract Jobs-to-be-Done and pain points from app reviews by processing user feedback to synthesize structured profiles, identify satisfaction patterns, and generate product improvement recommendations.

Does sentiment analysis work for analyzing user feedback at scale?

Yes, sentiment analysis is designed for analyzing user feedback at scale, processing thousands of app reviews or survey responses to identify user segments, assign sentiment scores, and uncover satisfaction patterns.

How do I identify why a specific user segment is unhappy based on survey responses?

To identify why a specific user segment is unhappy, analyze survey responses to group users into meaningful segments, assign sentiment scores, and extract pain points alongside Jobs-to-be-Done insights.

What is the best way to consolidate user feedback into structured profiles?

The best way to consolidate user feedback into structured profiles is to analyze feedback patterns to synthesize user segments, sentiment scores, Jobs-to-be-Done insights, and actionable product recommendations.