{"id":"experiment-readout","name":"experiment-readout","summary":"仮説+指標+結果+説明+意思決定、A/Bや製品実験を行動推奨に変換する","body":"【模板: 实验复盘 / Experiment Readout】\n【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?\"\n\n【适合输入】\n- A/B test、增长实验、定价实验、onboarding 改版、功能灰度、邮件实验\n- 可以是 markdown、CSV、表格粘贴或混合记录\n\n【必须输出的结构】\n1. Header: 实验名称、owner、日期、实验状态、decision。\n2. Hypothesis: 原始假设, 必须改写成可验证句式。\n3. Setup: audience、variant、duration、sample size、primary metric、guardrail metrics。\n4. Result snapshot: primary metric lift、absolute delta、sample、confidence / caveat。\n5. Metric table: Control vs Variant, primary + secondary + guardrail。\n6. Interpretation: 解释结果为什么发生, 区分 signal、noise、unknown。\n7. Decision: Ship / iterate / extend / stop 四选一, 并给理由。\n8. Follow-up experiments: 2-4 个下一步实验, 每个包含 hypothesis、expected impact、effort。\n9. Instrumentation notes: 数据缺口、埋点问题、样本偏差。\n\n【设计要求】\n- 产品数据团队风格: 清楚、可信、行动导向。\n- 首屏必须有大号 decision badge 和 primary metric delta。\n- 图表可以用 CSS/SVG/Chart.js; 如果用 Chart.js, canvas 外层必须固定高度。\n- 不要把结果包装得过度确定; 小样本或缺少显著性时必须明确 caveat。\n\n【可选风格模板 — 参考 assets/】\n根据实验语境选择一种, 不要三种混用:\n- `assets/product-readout.html`: 默认风格。浅色产品实验复盘, 适合 PM / growth / leadership readout。\n- `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。\n- `assets/growth-console.html`: 深色 growth analytics console, 适合增长团队、实时指标、漏斗 / activation / conversion readout。\n\n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`。\n\n【内容真实性】\n- 只使用用户提供的数据。不要捏造 p-value、confidence、样本量。\n- 如果没有统计显著性信息, 用 \"directional\" / \"inconclusive\" / \"needs more data\" 表达。","author":"@nexu-io","ownerProfile":null,"authorContacts":null,"sourceUrl":"https://github.com/nexu-io/html-anything/tree/main/next/src/lib/templates/skills/experiment-readout","license":"Apache-2.0","category":"data","lang":"multi","tokens":602,"stars":0,"calls30d":1,"claimed":false,"visibility":"public","origin":"crawler","version":"0.1.0","createdAt":"2026-08-22","updatedAt":"2026-08-22","files":[{"path":"assets/growth-console.html","size":3804,"sha256":"fcac1ba361d45d689c81f77927a5900993caa6fac757951906f827b424451559"},{"path":"assets/lab-notebook.html","size":3510,"sha256":"7c776619ba2a7d3a9b807605a94cec4257b05362b61c1c1849194a73bc1779c9"},{"path":"assets/product-readout.html","size":6386,"sha256":"c7d88b0537e02d77dd944166501703ec91b72b403c330da04278d3bdcec9c07c"},{"path":"example.html","size":6386,"sha256":"c7d88b0537e02d77dd944166501703ec91b72b403c330da04278d3bdcec9c07c"},{"path":"example.md","size":1400,"sha256":"81d993b85e0e1a8c8f94f19337367424bac8c254ae0891c37c9195c12f9a7e87"}],"requires":{"mcp":[],"tools":[]},"safety":{"flags":[],"scannedAt":"2026-08-22","hasScripts":false,"networkEndpoints":["cdn.tailwindcss.com"]}}