survey-design-administration

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

509 stars

Best use case

survey-design-administration is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

Teams using survey-design-administration should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/survey-design-administration/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/social-sciences-humanities/social-sciences/skills/survey-design-administration/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/survey-design-administration/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How survey-design-administration Compares

Feature / Agentsurvey-design-administrationStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Survey Design and Administration Skill

Develop survey instruments, implement sampling strategies, and manage data collection for population-based research.

## Overview

The Survey Design and Administration skill enables development of survey instruments, implementation of sampling strategies, optimization of response rates, and management of multi-mode data collection for rigorous population-based social science research.

## Capabilities

### Questionnaire Design
- Question construction
- Response scale design
- Question ordering
- Skip logic implementation
- Cognitive testing

### Sampling Methods
- Probability sampling
- Stratified sampling
- Cluster sampling
- Multi-stage sampling
- Non-probability alternatives

### Response Optimization
- Contact strategies
- Incentive design
- Follow-up procedures
- Non-response analysis
- Weighting adjustments

### Multi-Mode Administration
- Web survey design
- Phone survey protocols
- Mail survey procedures
- Mixed-mode strategies
- Mode effect assessment

### Quality Control
- Data cleaning
- Response validation
- Item non-response handling
- Bias assessment
- Documentation standards

## Usage Guidelines

### When to Use
- Collecting population data
- Measuring attitudes/behaviors
- Conducting needs assessments
- Evaluating programs
- Testing hypotheses

### Best Practices
- Pilot test instruments
- Document procedures
- Monitor response rates
- Address non-response
- Archive data properly

### Integration Points
- Psychometric Assessment skill
- Quantitative Methods skill
- Research Ethics and IRB skill
- Mixed Methods Integration skill

## References

- Survey Research Design process
- Survey Administration process
- Scale Development and Validation process
- Survey Research Director agent

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