experiment-design
2
总安装量
2
周安装量
#74272
全站排名
安装命令
npx skills add https://github.com/astoreyai/ai_scientist --skill experiment-design
Agent 安装分布
claude-code
2
replit
1
opencode
1
gemini-cli
1
Skill 文档
Experiment Design Skill
Purpose
Design methodologically rigorous experiments with appropriate controls and randomization.
Key Design Elements
1. Research Question: Clear, testable hypothesis 2. Study Design: RCT, quasi-experimental, observational 3. Sample Size: Power analysis justified 4. Randomization: Method specified 5. Blinding: Who is blinded 6. Controls: Appropriate comparison groups 7. Outcomes: Primary and secondary clearly defined 8. Analysis Plan: Pre-specified statistical approach
Common Designs
Between-Subjects: Different participants per condition Within-Subjects: Same participants, repeated measures Factorial: Multiple factors (2×2, 2×3) Crossover: Participants receive all treatments Stepped-Wedge: Phased rollout
NIH Rigor Checklist
- Scientific premise established
- Rigorous design (appropriate controls)
- Biological variables considered (SABV)
- Authentication of key resources
- Transparent reporting planned
Version: 1.0.0