experiment-readout

by nexu-io 8.3k Apache-2.0 Updated Aug 18, 2026
experiment-readout skill by nexu-io
Social preview for nexu-io/html-anything

experiment-readout is an open-source data skill for Claude Code and compatible agents, published by nexu-io. Its author describes it as: “假设 + 指标 + 结果 + 解释 + 决策, 把 A/B 或产品实验转成行动建议”. The project has 8.3k stars on GitHub and is available under the Apache-2.0 license. Add it to your setup with `git clone https://github.com/nexu-io/html-anything ~/.claude/skills/experiment-readout`.

What experiment-readout does

【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?"

Installation

Add experiment-readout to your agent with:

git clone https://github.com/nexu-io/html-anything ~/.claude/skills/experiment-readout

Always review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.

When to use it

Reach for experiment-readout when you want data help from your agent without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.

Strengths

  • Clear Apache-2.0 license — safe to read and adapt
  • Ships in nexu-io/html-anything, an established project with 8,336 GitHub stars
  • Actively maintained (recent commits)

Topics

experimentab-testgrowthproductdata实验复盘agent-skillsagenticai-agentsai-designai-editorbyokclaudeclaude-codeclaude-skillscoding-agentsgenerative-aihtmlhtml-editor

Frequently asked questions

What does experiment-readout do?
假设 + 指标 + 结果 + 解释 + 决策, 把 A/B 或产品实验转成行动建议
How do I install experiment-readout?
Run git clone https://github.com/nexu-io/html-anything ~/.claude/skills/experiment-readout in your agent, then reload your skills. Review the source at https://github.com/nexu-io/html-anything before installing.
Is experiment-readout free to use?
Yes. experiment-readout is free and open source under the Apache-2.0 license, so you can read, run, and adapt it within that license's terms.
Where does experiment-readout come from?
experiment-readout ships inside nexu-io/html-anything, a repository that contains 41 catalogued skills in total. The repository's 8,336 GitHub stars apply to that whole collection, not to this skill on its own.

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