Skills for Real Engineers. Straight from my .agents directory.
science-reporting-standards
Agent skill fromyzlin286-wq/Deepscient
Use when preparing a submission, when a reviewer asks for CONSORT/PRISMA/STROBE/ARRIVE/TRIPOD items, when the journal demands data/code availability statements, or when an audit reports blocking findings; covers which standard applies to which design and what each one actually requires.
How to install science-reporting-standards
npx skills add yzlin286-wq/Deepscient# or add only this skill to Claude Code: copy the folder
dsh-science/skills/science/science-reporting-standards/
# into
~/.claude/skills/science-reporting-standards/ (all projects)
.claude/skills/science-reporting-standards/ (one project)
1# 报告规范:审稿人手里的核对表23## 先选对规范(选错等于白写)45| 你的研究 | 规范 | 关键条目(缺了必被要求补) |6|---|---|---|7| 随机对照试验 | **CONSORT** | 注册号、随机化方法与分配隐藏、盲法、主要结局、受试者流程、样本量估算、ITT、不良事件 |8| 系统综述 / meta | **PRISMA** | 方案预注册(PROSPERO)、数据库与检索式、筛选流程、偏倚风险、异质性、发表偏倚 |9| 队列 / 病例对照 / 横断面 | **STROBE** | 设计类型、纳排标准、混杂处理、缺失数据、敏感性分析 |10| 动物实验 | **ARRIVE 2.0** | 物种品系、饲养条件、人道终点、随机分组(含笼效应)、评估设盲 |11| 预测模型 | **TRIPOD** | 预测因子定义、区分度**与**校准、内部/外部验证、EPV 或最小样本量 |12| 质性研究 | COREQ / SRQR | 研究者立场、抽样策略、资料饱和、编码与可信度 |1314## 任何投稿都要有的四段声明1516这四段缺失是编辑部最常见的"退回补材料",与学术质量无关但会拖两周:17181. **Data availability** —— 数据在哪、登记号、受控访问条件。不要写"合理请求可提供"。192. **Code availability** —— 仓库链接 + 版本 tag + 环境文件。203. **Competing interests** —— 没有也要显式写 `The authors declare no competing interests`。214. **Author contributions** —— 用 CRediT 逐人写;通讯作者之外的实质贡献必须列全。2223再加三段按情形:**Ethics**(人/动物必须有批号)、**Funding**(含资助号)、**Acknowledgements**。2425## 统计报告:审稿人最先查的五件事26271. **精确 n**:每组多少、每个图多少。不是"若干"、不是"n≈"。282. **效应量 + 95% CI**:只给 p 值等于没给结果大小。p 值与效应量必须同时出现。293. **多重比较**:做了几次比较、如何校正(Bonferroni / FDR)、哪些是预设哪些是事后。304. **缺失数据**:缺失比例、机制假设、插补方法与完整病例分析的对比。315. **软件与版本**:R/Python 版本、包版本、随机种子。3233`science_paper_audit` 的 GEN-05/06/07 就是查前三项。它只能查"有没有",查不出"对不对"——数值合理性要你自己看。3435## TOP Guidelines 8 项(透明度分级,多数刊已采纳)36371. 引用数据/代码 2. 数据可得(含等级) 3. 代码可得 4. 材料可得385. 研究设计预注册 6. 分析计划预注册 7. 分析计划偏离说明 8. 可复现性信息3940关键:**没有就明说"未预注册"**。沉默会被当作隐瞒;明确声明是合规的。4142## 用工具的顺序4344```45science_paper_audit(profiles=["general", <你的设计对应的规范>])46 → 先消 blocking(审稿人必然要求补)47 → 再看 warning(影响送审概率)48 → manual 项自己判断(工具不替你做语义判定)49 → skipped 项不等于通过:补上对应章节再跑一次50```51…
Excerpt shown under the repository's MIT license.
More skills in Deepscient
- ▸science-agent-scheduling
- ▸science-campaign-design
- ▸science-consensus-report
- ▸science-discipline-methods
- ▸science-experiment-runbook
- ▸science-figure-for-journal
- ▸science-frontier-to-paper
- ▸science-fulltext-hunting
- ▸science-journal-intel
- ▸science-journal-selection
- ▸science-literature-search
- ▸science-manuscript-formatting
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