📦 Differential Gene Expression Analysis (RNA-seq) — RNA差异表达
v1.0.1基于RNA-seq计数数据，用DESeq2快速完成差异表达分析，一键输出显著基因列表、火山图、PCA及聚类热图。
0· 184·1 当前·1 累计
by 安全扫描
OpenClaw
安全
high confidenceNULL
评估建议
This skill appears to do exactly what it says: it runs R/DESeq2 on an input count matrix and writes plots and a CSV. Before running, ensure: (1) you provide a correctly formatted input/count_matrix.csv (the code expects six samples arranged as 3 Control then 3 Treat), (2) you run it in a sandbox or environment where installing R/Bioconductor packages is safe (installing packages downloads and executes package installation code), and (3) you accept that the skill will install packages at runtime ...详细分析 ▾
✓ 用途与能力
Name/description (DE analysis with DESeq2) matches the actions in SKILL.md: installing DESeq2, plotting, and writing result files. Required resources (R packages) are appropriate. Minor inconsistency: skill.json claims an entryFile main.R and runtime R-4.2, but no main.R is present and the runnable R code lives in SKILL.md; this is likely bookkeeping/packaging sloppiness rather than suspicious behavior.
ℹ 指令范围
The SKILL.md contains full R code that installs BiocManager and Bioconductor/CRAN packages, reads input/count_matrix.csv, performs DESeq2 analysis with a hard-coded group vector (3 Control, 3 Treat), and writes output images/CSV. Instructions do not read unrelated files or environment variables and do not transmit data externally. Note: installing R packages requires network access to CRAN/Bioconductor and will fetch and run package installation scripts — normal but worth noting.
✓ 安装机制
No platform install spec; runtime R code calls install.packages() and BiocManager::install() to pull DESeq2, ggplot2, pheatmap from standard repositories (CRAN/Bioconductor). These are standard/public package sources, not arbitrary URLs or archive downloads.
✓ 凭证需求
The skill requests no environment variables, no credentials, and accesses only the declared input path input/count_matrix.csv and writes to output/. The requested resources are proportional to the stated purpose.
✓ 持久化与权限
always is false and the skill does not request persistent system-wide privileges or modify other skills/config. It runs ad-hoc R code at runtime only.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.12026/3/21
NULL
● 无害
安装命令
点击复制官方npx clawhub@latest install differential-gene-analysis
镜像加速npx clawhub@latest install differential-gene-analysis --registry https://cn.longxiaskill.com