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Rstudio Research Agent
作者
JackKuo666
· GitHub ↗
· v0.1.0
395
总下载
2
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install rstudio-research-agent
功能描述
Interact with R and RStudio environments for scientific research tasks including creating projects, running analyses, managing dependencies, and generating p...
安全使用建议
This skill is coherent for R research automation, but it will execute R scripts and may install packages from CRAN/Bioconductor/GitHub — actions that can access files, run shell commands via R, or download code. Only let the skill run on projects and code you trust, or run it inside an isolated environment (container/VM) with limited network and filesystem access. Review any generated install commands before executing (especially GitHub installs), back up sensitive data, and prefer using renv lockfiles to ensure reproducible package versions. Absence of automated scan findings here is expected (instruction-only skill) and does not remove the runtime risk of executing untrusted R code.
功能分析
Type: OpenClaw Skill
Name: rstudio-research-agent
Version: 0.1.0
The OpenClaw AgentSkills skill bundle for 'rstudio-research-agent' is classified as benign. All files, including `SKILL.md` and `README.md`, describe functionalities and provide R code examples that are entirely consistent with its stated purpose of assisting with R-based scientific research workflows. There is no evidence of prompt injection attempts, malicious code (e.g., data exfiltration, unauthorized remote execution, persistence mechanisms), or obfuscation. The skill's capabilities, such as executing R scripts, managing files, and installing packages, are inherent to its legitimate function and do not indicate malicious intent.
能力评估
Purpose & Capability
Name, description, and declared capabilities (project scaffolding, renv, running R/RMarkdown/quarto, plotting, debugging) match the instructions across the main SKILL.md and sub-skill files. Requested actions (activating renv, sourcing scripts, initializing Git, generating plots, and producing package install commands) are expected for this purpose.
Instruction Scope
The SKILL.md instructs the agent to set working directories, activate renv, source and execute arbitrary R scripts and render reports. That is appropriate for running analyses, but it means the skill will execute whatever R code exists in the project (which can perform arbitrary filesystem and network actions). The skill also generates and may suggest running install commands (CRAN, Bioconductor, GitHub) which require network access. Users should be aware the agent will run code with the permissions of the host process.
Install Mechanism
There is no install spec or downloaded code — this is instruction-only. No external archives or package installs are performed by the skill itself; package installation happens at R runtime (install.packages, BiocManager::install, remotes::install_github) which is expected for the described features.
Credentials
The skill declares no environment variables, credentials, or config paths beyond working within a project directory and using renv. It does not request unrelated secrets or system credentials, which is proportionate to its stated functionality.
Persistence & Privilege
always:false and no special privileges are requested. The skill can create files (project scaffolding, .Rproj, renv.lock, .gitignore) and optionally initialize Git — these actions are consistent with its purpose and limited to the project scope rather than system-wide privileged changes.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install rstudio-research-agent - 安装完成后，直接呼叫该 Skill 的名称或使用
/rstudio-research-agent触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v0.1.0
Initial release of rstudio-research-agent enabling automated R & RStudio research workflows.
- Scaffold structured, reproducible R projects with standard folders and renv.
- Run R scripts and RMarkdown analyses, with support for parameterization.
- Debug R environments and package dependencies with automated checks and fixes.
- Generate publication-quality plots using ggplot2 and export to multiple formats.
- Package includes four sub-skills: create-project, run-analysis, debug-env, and generate-plots.
元数据
常见问题
Rstudio Research Agent 是什么？
Interact with R and RStudio environments for scientific research tasks including creating projects, running analyses, managing dependencies, and generating p... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 395 次。
如何安装 Rstudio Research Agent？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install rstudio-research-agent」即可一键安装，无需额外配置。
Rstudio Research Agent 是免费的吗？
是的，Rstudio Research Agent 完全免费（开源免费），可自由下载、安装和使用。
Rstudio Research Agent 支持哪些平台？
Rstudio Research Agent 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Rstudio Research Agent？
由 JackKuo666（@jackkuo666）开发并维护，当前版本 v0.1.0。
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