Survey & scale analysis (score → check → structure → interpret)
Questionnaire, rating-scale and open-ended survey data — score validated instruments (SUS, NASA-TLX, UEQ), reverse-score items and build composites, analyze semantic-differential, conjoint and quantification-theory ratings, code open-ended answers with inter-coder agreement, audit data quality, and deliver one statistical report; pair with statistics for reliability, factor structure and group tests.
Key
survey-analysisTypeWorkflow skill
DomainPsychometrics & stats
Slash command
/surveyHow to run it
Type the slash command in the composer followed by your request, or describe what you need in plain language — the skill is selected automatically.
/survey <your request>
Method skills it composes
- Validated instrument registry (lookup · scoring)
- SUS (System Usability Scale)
- NASA-TLX (workload)
- UEQ (User Experience Questionnaire)
- Semantic Differential (SD)
- Conjoint analysis
- Quantification Theory I
- Text overview (open-ended responses)
- Topic modeling (LDA · NMF)
- Thematic clustering (assisted coding)
- Sentiment analysis (VADER)
- Data inspection & validation
- Dataset transformation