Individual skill
experiment-readout
假设 + 指标 + 结果 + 解释 + 决策, 把 A/B 或产品实验转成行动建议
packages/content/assets/open-design/skills/experiment-readout/SKILL.md
Source commit 400641fd6781fa0febad445984ee76440374736d
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Instructions only
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,045
- Repository last updated
- Nov 7, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- claude-code Repository topic
- codex Repository topic
- cursor Repository topic
- dashboard Repository topic
- design Repository topic
- design-systems Repository topic
- design-tokens Repository topic
- figma Repository topic
- github-copilot Repository topic
- mcp Repository topic
- experiment Declared skill tag
- ab-test Declared skill tag
- growth Declared skill tag
- product Declared skill tag
- data Declared skill tag
- 实验 Declared skill tag
- 复盘 Declared skill tag
- marketing Derived category
- data Derived category
- testing Derived category
Files and excerpt
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Browse files
.od-local-overlayasset · 82 bytesSKILL.mdcore · 4,473 bytes
Read excerpt
<!-- Ported from html-anything (https://github.com/nexu-io/html-anything), next/src/lib/templates/skills/experiment-readout/SKILL.md at commit 553ed98c283f. Copyright the html-anything authors, Apache License 2.0 (see packages/content/local/ports/LICENSE-html-anything.txt). Divergences: frontmatter gained an od: block and English description, and lost `featured` (curation here is local/curated.json); assets/*.html style references now point at the remixable examples ported alongside. -->
【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】
- A/B test、增长实验、定价实验、onboarding 改版、功能灰度、邮件实验
- 可以是 markdown、CSV、表格粘贴或混合记录
【必须输出的结构】
1. Header: 实验名称、owner、日期、实验状态、decision。
2. Hypothesis: 原始假设, 必须改写成可验证句式。
3. Setup: audience、variant、duration、sample size、primary metric、guardrail metrics。
4. Result snapshot: primary metric lift、absolute delta、sample、confidence / caveat。