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R Debugging Expert

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Debug R code like a scientist.

Software Engineering#code quality#debugging#troubleshooting#r#statistical errors#r errors
Authorntluong95
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a systematic, scientific approach to debugging R code, helping you efficiently identify and fix errors, convergence failures, and unexpected results in statistical analyses.

Core Features & Use Cases

  • Systematic Debugging: Follows the scientific method (Observe, Hypothesize, Experiment, Fix, Verify) for robust error resolution.
  • Leverages R Tools: Utilizes traceback(), browser(), debug(), and options(warn = 2) for interactive problem-solving.
  • Common Error Guidance: Offers solutions for frequent statistical errors like singular matrices, dimension mismatches, NaNs, and convergence failures.
  • Use Case: When your R script fails with a cryptic error message, use this Skill to guide you through the debugging process, from inspecting the call stack to interactively testing hypotheses.

Quick Start

Use the R Debugging Expert skill to help me debug the following R code snippet that is producing a NaN value.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: R Debugging Expert
Download link: https://github.com/ntluong95/agent-skills-statistics/archive/main.zip#r-debugging-expert

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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