解读实验报告 · Lab Report Interpreter
把技术实验报告翻译成结论先行的解读:核心发现、证据与风险一次讲清,附待确认项与下一步。 Translate technical lab reports into conclusion-first briefings: core findings, evidence, and risks in one pass, with open questions and next steps.
$7
Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agents解读实验报告 · Lab Report Interpreter
Example session with this skill installed
我拿到一份 20 页的 A/B 实验报告，领导想 5 分钟看懂结论。请按结论、证据、风险、下一步的结构给一份解读，数字只取自原文。
I received a 20-page A/B test report and my manager wants the gist in 5 minutes. Please give a conclusion-evidence-risks-next-steps interpretation, with figures taken only from the original.
- Read your context and instructions
- Compiled the lab report interpreter
结论：新版页面在核心转化指标上显著优于旧版，可以全量上线；但有一个分群出现负向，需先确认归因。
Conclusion: the new page significantly outperforms the old on the core conversion metric and is ready for full rollout; one segment shows a negative effect that needs attribution checks first.
解读 · Interpretation
| 部分 · Part | 要点 · Key point |
| 核心发现 Core finding | 转化率从 4.1% 提升到 5.2%，提升 26.8% |
| 关键证据 Evidence | 样本 48 万人，p 值小于 0.01，置信区间不含 0 |
| 风险 Risks | 安卓分群转化下降 3%，样本偏少 |
| 待确认 Open questions | 安卓负向是否与页面加载速度有关 |
下一步 · Next steps
- 把报告原文发我，我逐段标注每个数字的出处。/ Send the original report and I will mark where each figure comes from.
- 若领导需要更短的一页版，我可以再压缩成 5 条要点。/ If your manager needs a one-pager, I can compress it into five bullets.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
它解决什么问题 · The problem
实验报告术语多、图表密，非专业人士读完抓不住重点。这个技能把报告翻译成结论先行的解读：核心发现、证据、风险一次讲清，并标出待确认项。
Lab reports are dense with jargon and charts, and non-experts miss the point. This skill translates them into a conclusion-first briefing: core findings, evidence, and risks in one pass, with open questions flagged.
这个技能做什么 · What it does
它先确认报告类型与读者背景，再提取核心发现、关键证据与风险，输出「结论→证据→风险→下一步」的结构化解读，所有数字只取自原文。
It confirms the report type and reader background first, then extracts core findings, key evidence, and risks into a conclusion-evidence-risks-next-steps structure, with every figure taken from the original.
为什么比裸提示词强 · Why it beats raw prompts
- 结论先行，30 秒看懂一份报告 / Conclusions first, understand a report in 30 seconds
- 证据与结论对应，可溯源 / Evidence mapped to conclusions, fully traceable
- 风险与待确认项单独列出 / Risks and open questions listed separately
- 数字只取自原文，不杜撰 / Figures come only from the original, never invented
典型用例 · Typical use cases
- 给管理层汇报实验结论 / Briefing management on experiment results
- 跨部门分享技术报告 / Sharing technical reports across teams
- 论文与专利审阅前的快速理解 / Quick comprehension before paper or patent review
- 学生阅读文献的入门解读 / Starter interpretations of literature for students
局限 · Limitations
解读以你提供的报告为准，不重新计算实验数据；原文缺失的细节会标注「原文未提供」。
Interpretation is based on the report you provide and does not re-run experiments; missing details are marked as not provided in the original.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
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- 3
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