AgentSkillsCN

experiment-design

设计快速、可靠的验证实验，明确假设、方法、成功指标与决策规则（上线/迭代/淘汰）。在需要验证某一假设，或在投入资源前测试产品假设时使用。

SKILL.md
--- frontmatter
name: experiment-design
description: "Designs fast, reliable validation experiments with hypothesis, method, success metric, and decision rules (Ship/Iterate/Kill). Use when you need to validate an assumption or test a product hypothesis before committing resources."

Experiment Design Planner

Purpose

Design fast, reliable validation experiments.

Steps

  1. •State the hypothesis.
  2. •Choose the smallest valid test.
  3. •Define success metric.
  4. •Set sample size or duration.
  5. •Define decision rule.

Output

Hypothesis

Experiment Method

Success Metric

Duration / Sample Size

Decision Rule

Ship / Iterate / Kill

References

See worked example for a complete scenario.