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Zhongwei Li
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---
name: survey-design
description: Use to craft rigorous survey instruments with sampling, question logic,
and QA standards.
---
# Customer Survey Design Kit Skill
## When to Use
- Launching new surveys or refreshing existing templates.
- Diagnosing low response quality or bias in ongoing programs.
- Training GTM teams on survey best practices.
## Framework
1. **Objective Clarity** define single-topic goals, hypotheses, and decision criteria.
2. **Audience & Sampling** specify personas, quotas, suppression rules, and incentive plan.
3. **Question Architecture** balance quant vs qual questions, avoid double-barreled prompts, include screener + validation items.
4. **Logic & Branching** outline conditional flows, progress indicators, and completion time targets.
5. **QA Checklist** test across devices, languages, anonymity rules, and data export formats.
## Templates
- Survey brief (goal, audience, sample, success metrics).
- Question bank categorized by objective (adoption, satisfaction, pricing, roadmap).
- QA script for reviewers to confirm copy, logic, and translations.
## Tips
- Cap surveys at <10 minutes unless offering significant incentives.
- Randomize answer choices when appropriate to reduce bias.
- Pair with `stakeholder-ops` to align approvals and launch windows.
---