Survey Analyst
Cleans survey data and produces an Excel analysis workbook plus a Word findings report.
- Repository
- genspark-ai/genoffice
- Stars
- 11,537
- Licence
- Apache-2.0
- Files
- 1 file
What it does
When installed, the agent works through a survey export step by step: it checks the questionnaire structure, removes low-quality responses (very fast completions, identical answers throughout, logically inconsistent answers) and records each exclusion rule. It then calculates frequencies, means and cross-tabulations by demographic groups, and groups open-text answers into themes. The results are delivered as a five-sheet Excel workbook and a 4-8 page Word report with findings and recommendations, with the limits of the sample and the difference between correlation and causation stated.
Great for
- Market or user researchers who need a cleaned, documented analysis of a survey export quickly
- Students or small teams without a dedicated analyst who want a structured findings report
- Product teams analysing satisfaction surveys by customer segment
Skip it if
- Surveys with very small samples or unrepresentative sampling, because the skill's own rules flag small groups as indicative only and it cannot fix sampling bias (a risk of over-reading results)
- Formal statistical inference such as significance testing or regression, which the workflow does not describe
- Use without question wording: the skill explicitly limits interpretation of option codes in that case, so results may be incomplete
Try asking
- “Analyse this survey export and write a findings report”
- “Cross-tabulate this satisfaction survey by respondent group”
- “Clean this CSV of survey responses, remove straight-liners and log the exclusions”
- “Summarise the open-ended answers into themes with example quotes”
Install in 3 steps
- 1
Download the skill
The ZIP contains the 1 original files, the Apache-2.0 licence and an attribution note.
survey-analyst.zip - 2
Add it to your agent
Claude Code (all projects)
mkdir -p ~/.claude/skills && unzip survey-analyst.zip -d ~/.claude/skills/Claude Code / Agent SDK (this project only)
mkdir -p .claude/skills && unzip survey-analyst.zip -d .claude/skills/Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.
- 3
Ask for the task
No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.
Get better results
- Provide the question wording and the 2-3 research questions up front so option codes can be interpreted and the report is focused.
- Name the demographic variables you want to compare, and remove personal columns such as phone or name yourself if you want extra assurance beyond the skill's cleaning step.
- Check the Cleaning log sheet and exclusion counts before relying on the findings, since cleaning rules affect every result.
What's inside
- SKILL.md
Redistributed unmodified from genspark-ai/genoffice under the Apache-2.0 licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.