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R Analyst

Name: R Analyst
Author: loutai0307-prog

作者 loutai0307-prog · GitHub ↗ · v1.0.1 · MIT-0

cross-platform ✓ 安全检测通过

总下载

当前安装

版本数

在 OpenClaw 中安装

/install r-analyst

功能描述

R-style statistical analysis powered by Python 3. Use when computing descriptive statistics, generating ASCII histograms, calculating correlation matrices, d...

使用说明 (SKILL.md)

r-analyst

Triggers on

r statistics, csv analysis, data correlation, missing values, ascii histogram, describe dataset, r summary, outlier detection, pearson correlation

What This Skill Does

Perform R-style data analysis on CSV files using Python 3. No R installation required.

Commands

stats

Compute descriptive statistics (R-style summary: Min/1st Qu/Median/Mean/3rd Qu/Max/SD).

bash scripts/script.sh stats \x3Cfile.csv> [column]

plot

Generate an ASCII histogram for a numeric column.

bash scripts/script.sh plot \x3Cfile.csv> [column] [bins]

correlate

Compute Pearson correlation matrix for all numeric columns.

bash scripts/script.sh correlate \x3Cfile.csv>

clean

Detect missing values and statistical outliers (3σ rule).

bash scripts/script.sh clean \x3Cfile.csv>

describe

Show dataset structure, column types, unique value counts, and sample values.

bash scripts/script.sh describe \x3Cfile.csv>

help

Show all available commands.

bash scripts/script.sh help

Requirements

bash 4+
python3 (standard library only — no R needed)

安全使用建议

This appears to be a straightforward local CSV analysis tool that runs Python3 on files you give it and doesn't request credentials or network access. Before installing or running: (1) Inspect the full script (the preview was truncated) to confirm there are no hidden network calls or unexpected exec/system modifications in the omitted lines. (2) Only run it on datasets you are comfortable exposing to a local process — it reads files you pass to it, so avoid giving it sensitive datasets without review. (3) Ensure python3 is up-to-date and run on a machine with resource limits for very large CSVs (the scripts do in-memory reads and could use significant RAM). (4) If you need stronger guarantees (sandboxing, no disk writes or network), run it inside a container or isolated environment. Overall, the skill looks coherent with its stated purpose but verify the truncated tail of the script before trusting it with sensitive data.

能力评估

✓ Purpose & Capability

Name/description (R-style CSV analysis) align with the provided script: the bash wrapper launches embedded Python to compute summaries, histograms, correlations, cleaning hints and dataset descriptions. No unrelated permissions, env vars, or binaries are requested.

ℹ Instruction Scope

Runtime instructions call scripts/script.sh which reads the provided CSV and runs local Python code to analyze it. The script does not reference network endpoints, external credentials, or other system configuration in the visible portion. Note: the provided transcript of script.sh in the prompt is truncated near the end of the 'describe' command, so I could not inspect the final few lines — based on the visible code the behavior is local file analysis, but the truncation prevents a 100% review.

✓ Install Mechanism

No install spec is provided (instruction-only plus included script). Nothing is downloaded or installed by the skill itself; it expects python3 and bash on PATH, which is reasonable for the stated purpose.

✓ Credentials

The skill declares no required environment variables, no credentials, and no config paths. The script as shown does not read environment secrets or unrelated files.

✓ Persistence & Privilege

Flags are normal (not always:true). The skill does not request persistent/system-wide changes in the visible code and is user-invocable only.

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 r-analyst
安装完成后，直接呼叫该 Skill 的名称或使用 /r-analyst 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

v1.0.1

Fix: align SKILL.md commands with script implementation

v1.0.0

Initial release

元数据

Slug r-analyst

版本 1.0.1

许可证 MIT-0

累计安装 1

当前安装数 1

历史版本数 2

常见问题

R Analyst 是什么？

R-style statistical analysis powered by Python 3. Use when computing descriptive statistics, generating ASCII histograms, calculating correlation matrices, d... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 82 次。

如何安装 R Analyst？

在 OpenClaw 或 Claude Code 对话框中运行命令「/install r-analyst」即可一键安装，无需额外配置。

R Analyst 是免费的吗？

是的，R Analyst 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。

R Analyst 支持哪些平台？

R Analyst 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 R Analyst？

由 loutai0307-prog（@loutai0307-prog）开发并维护，当前版本 v1.0.1。