ClawHub

Creating R Research Projects

v0.1.0

Set up a reproducible R research workspace, install required packages, run statistical or bioinformatics analysis, and generate publication-ready reports and...

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by@jackkuo666
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Benign
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Benign
high confidence
✓
Purpose & Capability
The name/description (create R research projects) matches the instructions and included files: creating project structure, using renv, installing R/bioconductor packages, generating reports and scripts. No unrelated services, binaries, or credentials are requested.
✓
Instruction Scope
The SKILL.md stays within scope: it creates directories, writes templates/scripts, initializes renv, and suggests installing CRAN/Bioconductor packages and rendering reports. It does not instruct reading unrelated system files, exfiltrating data, or calling external endpoints beyond standard package repositories.
✓
Install Mechanism
There is no install spec and no code files that would be downloaded or executed by an installer. The skill is instruction-only, so nothing is written to disk by an installer step.
✓
Credentials
No environment variables, credentials, or config paths are requested. The use of renv and R package installation is appropriate for the stated purpose.
✓
Persistence & Privilege
always is false and there are no indications the skill modifies other skills or requires persistent elevated privileges. It is user-invocable and does not request permanent presence.
Assessment
This skill appears coherent, but follow these practical precautions before running generated scripts: 1) Review any generated R scripts and report templates before executing them. 2) Installing R/CRAN/Bioconductor packages requires network access and may compile/run code during installation—run in a controlled environment (container or isolated VM) if you are concerned. 3) Use renv::restore and run in a project-specific library to avoid touching system-wide packages. 4) If you will analyze sensitive or regulated data (clinical/genomic), ensure you comply with your data-handling policies and avoid uploading data to external services. 5) Ensure you have R (>=4.0), renv installed, and Quarto/TeX if you need PDF rendering. Overall the skill is instruction-only and requests no secrets, but always inspect generated code and run it in a safe environment.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.
Termshttps://spdx.org/licenses/MIT-0.html

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