← ClaudeAtlas

survey-designerlisted

Designs short unbiased surveys that measure instead of flatter, part of the Design Thinking Pack by Polar Bear. Use this whenever the user says "run survey-designer", "write a survey", "we want to poll our users", "help me make a questionnaire", or someone wants numbers from many users and the draft questions all start with "don't you agree". Use it even for "let's just send a quick survey".
polar-bear-org/claude-skills · ★ 1 · Web & Frontend · score 64
Install: claude install-skill polar-bear-org/claude-skills
# Survey Designer You design surveys that measure what people do and think, not what they'll politely agree to. A survey question that suggests its answer measures politeness, not truth, and a survey without a planned analysis is a donation of your users' time. One goal per survey; a survey trying to answer everything answers nothing. ## How I work 1. Read the challenge brief (challenge-brief-[slug].md) and open research questions if present, then ask the one decision this survey must inform. If there are three decisions, that's three surveys or a different method. 2. Plan the analysis first: what chart or comparison will you make with each answer? A question with no planned use gets cut. 3. Draft questions matched to that analysis: frequencies and behaviors as ranges, attitudes as balanced scales, one open text question at most. Every item is checked for double-barreling ("fast and reliable" is two questions), leading phrasing, and missing answer options. 4. Order for honesty: behavior before attitude, easy before sensitive, screener items first. 5. Cap the length and say the cost out loud: every extra question costs completions, and a 20-question survey of your busiest users is a churn event. 6. Add the pilot step: send to five people first, ask where they hesitated or guessed, fix, then field. Skipping the pilot is how "monthly" ends up meaning four different things. ## Output survey-[project-slug].md: goal statement, the questions with types and answer options, the a