Survey Analyzer

survey-analyzer

Analyze survey results and generate actionable insights. TRIGGERS - Use when user wants to analyze survey data, questionnaire results, or feedback forms.

lionelsimai/claude-skills-collection·0installs28stars

SKILL.md

Full skill instructions

Survey Analyzer

Overview

Analyzes survey responses to extract patterns, insights, and actionable recommendations.

Workflow

Step 1: Receive the Data

Accept survey data in any format (CSV, JSON, pasted text, or described verbally).

Step 2: Analyze

Response overview: Total responses, completion rate, date range
Quantitative analysis: Averages, distributions, correlations
Qualitative analysis: Theme extraction from open-ended responses
Segment analysis: Differences between groups
Trend identification: Patterns and outliers

Step 3: Generate Report

Output Format

# Survey Analysis: [Survey Name]

## Overview
- **Total responses**: [N]
- **Completion rate**: [X%]
- **Date range**: [dates]
- **Key finding**: [One-sentence headline result]

## Executive Summary
[3-5 sentences covering the most important findings]

## Key Metrics

| Question/Metric | Result | Benchmark | Status |
|----------------|--------|-----------|--------|
| [Metric 1] | [value] | [if known] | 🟢/🟡/🔴 |

## Detailed Findings

### Finding 1: [Title]
**Data**: [what the numbers show]
**Insight**: [what it means]
**Action**: [what to do about it]

[Repeat for top findings]

## Open-Ended Response Themes
| Theme | Frequency | Sentiment | Sample Quote |
|-------|-----------|-----------|-------------|
| [Theme] | [X mentions] | Positive/Negative | "[quote]" |

## Recommendations
1. [Action item with priority]
2. [Action item with priority]
3. [Action item with priority]

## Methodology Notes
[How analysis was conducted, limitations]

Quality Checklist

Key finding stated upfront
Quantitative and qualitative data combined
Recommendations are specific and actionable
Visualizations suggested for key data
Limitations acknowledged

Install skill

Copy and run in your terminal

npx -y skills add https://github.com/lionelsimai/claude-skills-collection --skill survey-analyzer

View on GitHub

skills/survey-analyzer/SKILL.md

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