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Debugging R Environment And Dependencies

Diagnose and fix R environment issues, including package installation failures, dependency conflicts, system library problems, renv errors, and Bioconductor...

skill openclawclawhub Free
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Diagnose and fix R environment issues, including package installation failures, dependency conflicts, system library problems, renv errors, and Bioconductor...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
README.md, SKILL.md, examples/README.md, examples/bioc-version-mismatch/README.md, examples/broken-renv-project/README.md, examples/missing-system-deps/README.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
0.1.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 6 sections Open source page

Debugging R Environment and Dependencies

This skill focuses on resolving problems related to R environments rather than analysis logic. It helps restore a working setup so that R scripts and projects can run successfully. Use this skill when the user encounters: Package installation failures Version conflicts between packages renv or packrat environment issues Bioconductor version mismatches System dependency errors (e.g., missing compilers or libraries) R failing to start or load packages

What This Skill Does

When activated, this skill will: Diagnose the environment Check R version Check installed packages and versions Inspect renv.lock or project library Identify Bioconductor version compatibility Resolve package installation issues Suggest correct CRAN/Bioconductor repositories Install missing system dependencies (e.g., libxml2, curl, openssl) Handle compilation failures on Linux/macOS/Windows Fix dependency conflicts Align package versions Reinstall broken packages Clean corrupted package libraries Repair project environments Restore with renv::restore() Rebuild renv.lock Reinitialize project library if needed Bioconductor troubleshooting Match Bioconductor version to R version Use BiocManager::install() correctly Resolve common bioinformatics package errors System-level troubleshooting Install missing compilers (e.g., gcc, gfortran) Install development libraries required for R packages Fix PATH or permission issues

Example User Requests That Should Trigger This Skill

"I can't install tidyverse" "This package fails with a compilation error" "renv restore is broken" "Bioconductor says my version is incompatible" "library() fails even though the package is installed" "R says shared object cannot be loaded"

Example Workflow

User: I get an error when installing sf. Skill actions: Detect missing system libraries (GEOS, GDAL, PROJ) Provide OS-specific install commands Retry R package installation Confirm successful library loading

Common Problem Categories

CategoryExamplesMissing system libsxml2, curl, openssl, sf, rJavaCompiler issuesgfortran missing, Xcode tools missingVersion mismatchold R vs new packageBioconductor mismatchwrong Bioc version for Rrenv problemscorrupted cache, lockfile mismatchPermission issuescannot write to library path

Notes

Do not modify analysis code unless necessary Prefer fixing the environment over rewriting scripts Always aim to make the project reproducible Recommend renv for future environment stability

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
6 Docs
  • SKILL.md Primary doc
  • examples/bioc-version-mismatch/README.md Docs
  • examples/broken-renv-project/README.md Docs
  • examples/missing-system-deps/README.md Docs
  • examples/README.md Docs
  • README.md Docs