survey-ai-detection
CommunityDetect AI-generated survey responses.
Data & Analytics#data-analytics#survey#linguistics#ai-detection#response-patterns#behavioral-signals
Authorhenrique-simoes
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Detect AI-generated survey responses by applying multiple heuristic and statistical methods to improve data integrity and validity.
Core Features & Use Cases
- Linguistic analysis: perplexity, burstiness, vocabulary diversity
- Response pattern analysis: timing, straightlining, semantic similarity
- Behavioral signals: completion time vs expected, copy-paste indicators
- Content quality assessment and outlier detection
- Use cases include validating respondent pools and filtering dubious responses
Quick Start
Upload a dataset (CSV or JSON) and run the detector to obtain per-response flags with confidence scores and a summary report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: survey-ai-detection Download link: https://github.com/henrique-simoes/Istara/archive/main.zip#survey-ai-detection Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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