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哒哒星球DADA PLANET

Skill · 已公开版本

brainstorm-experiments-existing · 先用小实验验证功能假设

针对已有产品的关键假设选择原型、实验或技术探针，控制验证成本。

kiko · 平台官方 · 主要由 AI 生成

查看安装步骤 再找一个方法

先看看示例

作者提供的示例，实际效果取决于你的输入和使用工具。

输入

已有任务工具；想做批量改期。假设：每周有多项延期的负责人会优先选择批量操作；一周内可访谈 6 人。

输出

编辑示例 · 未运行
实验：给 6 位符合条件的负责人一个可点击原型，让其把 5 项任务推迟到下周。
观察：是否主动发现批量入口、能否理解日期规则、是否需要逐项确认。
初步判定：若至少 4 人独立完成且没有关键日期误解，进入小范围实现；阈值仅为本轮定性决策约定。
停止条件：出现无法解释的日期歧义时先改设计。
限制：不据 6 人估计市场采用率。

方法说明

---
name: brainstorm-experiments-existing
description: "Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods. Use when validating assumptions, testing feature ideas cheaply, or planning product experiments."
---

## Design Experiments (Existing Product)

Design low-effort experiments to test product assumptions before committing to full implementation.

### Context

You are helping a product team design experiments for **$ARGUMENTS**. The team has a feature idea and assumptions that need validation.

If the user provides files (PRDs, assumption lists, designs), read them first.

### Instructions

The user will describe their idea and assumptions. Work through these steps:

1. **Clarify the idea and assumptions**: Confirm what the team wants to build and what they need to validate.

2. **Suggest experiments** for each assumption. Consider methods like:
   - First-click testing or task completion with a prototype
   - Feature stubs or fake door tests
   - Technical spikes
   - A/B tests on production (with risk mitigation)
   - Wizard of Oz approaches
   - Survey-based validation (behavioral, not opinion-based)

3. **Key principles to follow**:
   - Measure actual behavior, not users' opinions
   - Test responsibly — don't put users or the business at risk
   - For production tests (e.g., A/B tests), explain risk mitigation strategies
   - Aim for maximum validated learning with minimal effort

4. **For each experiment**, specify:
   - **Assumption**: What do we believe?
   - **Experiment**: What exactly will we do to validate it?
   - **Metric**: What will be measured?
   - **Success threshold**: The expected value if we are right

Think step by step. Present experiments in a clear table or structured format. Save as markdown if substantial.

---

### Further Reading

- [Testing Product Ideas: The Ultimate Validation Experiments Library](https://www.productcompass.pm/p/the-ultimate-experiments-library)
- [Assumption Prioritization Canvas: How to Identify And Test The Right Assumptions](https://www.productcompass.pm/p/assumption-prioritization-canvas)
- [What Is Product Discovery? The Ultimate Guide Step-by-Step](https://www.productcompass.pm/p/what-exactly-is-product-discovery)
- [Continuous Product Discovery Masterclass (CPDM)](https://www.productcompass.pm/p/cpdm) (video course)