survey-research

Performs end-to-end automated analysis of raw survey data, including basic statistics (frequency distribution + demographic overview), cross-analysis (comparisons between different groups), and text analysis (theme extraction for open-ended questions). Supports two data sources: user-provided local CSV/Excel files, or direct download from a survey system by survey ID/name (download can include cleaning) for analysis. Outputs a Markdown summary report + Word analysis report by default, with optional conversion to Excel/TXT formats. This Skill should be triggered when the user requests analyzing survey data, generating a survey research report, comparing differences between groups, or analyzing open-ended text. Even if the user does not explicitly say "survey", it should trigger for scenarios involving research data analysis, user feedback analysis, satisfaction analysis, NPS analysis, etc. It should also trigger when the user expresses download+analysis scenarios such as "download and analyze the survey", "clean the survey then produce a report", "help me download survey 90450", "download domestic survey data", or "pull data from the survey system". Ensure it is used when users say things like "help me analyze this survey", "analyze differences by gender", "please include text question analysis", "download survey 90450 then analyze", or "clean and export the survey".