Turn A/B tests and product experiment records into decision reports. Organize hypotheses, setup, and metrics, explain findings and uncertainty, then recommend shipping, iterating, extending, or stopping, with follow-up experiments based only on supplied data.
假设 + 指标 + 结果 + 解释 + 决策, 把 A/B 或产品实验转成行动建议
Review the instructions the agent will receive before you install.
【模板: 实验复盘 / Experiment Readout】 【意图】这不是普通数据报告、不是 dashboard。目标是回答: "这个实验说明了什么, 我们下一步应该上线、停止、继续跑, 还是重新设计?"
【适合输入】
【必须输出的结构】
【设计要求】
【可选风格模板 — 参考 assets/】 根据实验语境选择一种, 不要三种混用:
assets/product-readout.html: 默认风格。浅色产品实验复盘, 适合 PM / growth / leadership readout。assets/lab-notebook.html: 研究实验室 notebook, 适合 early-stage experiment、定性 + 定量混合、需要保留 caveat 的探索实验。assets/growth-console.html: 深色 growth analytics console, 适合增长团队、实时指标、漏斗 / activation / conversion readout。如果用户没有指定风格, 优先使用 product-readout; 如果材料强调研究过程和不确定性, 使用 lab-notebook; 如果材料强调增长指标、漏斗、实时监控或运营节奏, 使用 growth-console。
【内容真实性】
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