validate-a-package-change

Validates package changes through staged tests, builds, and failure attribution before review.

1|Updated Aug 11, 2026
One-click install
npx skills add https://github.com/0xMuluh/package-development-skills --skill validate-a-package-change-0xmuluh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: validate-a-package-change
Source: https://github.com/0xMuluh/package-development-skills/tree/main/validate-a-package-change
Command: npx skills add https://github.com/0xMuluh/package-development-skills --skill validate-a-package-change-0xmuluh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? After implementing a package change, it is easy to either under-validate (missing regressions, stale generated artifacts, broken package checks) or over-validate (absorbing unrelated failures and cleanup into the PR). This Skill provides a disciplined final verification gate that proves the intended change works while keeping the PR within its original scope. ## Core Features & Use Cases - Ordered validation sequence: Runs focused evidence first, then neighboring tests, the full test suite, documentation/build checks, package checks, and ecosystem-specific checks such as R CMD check or BiocCheck. - Failure attribution framework: Classifies every failure as introduced, exposed, pre-existing, environmental, or unclear, and fixes only what the intended change owns. - Scope and hygiene audit: Reviews the final diff, generated artifacts, and repository cleanliness so validation never expands the PR's semantic scope. - Use Case: After fixing a bug in an R package, use this Skill to re-run the regression test, run the full suite, rebuild documentation, run R CMD check, attribute any remaining failures, and produce a validation report before requesting review. ## Quick Start Use the validate-a-package-change skill to verify my package change before I request review, starting from the focused regression test and ending with a full validation report.

Frequently Asked Questions about validate-a-package-change

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate a package change before merging a pull request?▼

Run validation in widening order: the focused test proving the change, neighboring tests, the full unit suite, documentation and build checks, then the ecosystem's package check such as R CMD check. Finish with a diff audit and a report of what was run.

What should I do when validation reveals unrelated test failures?▼

Classify each failure as introduced, exposed, pre-existing, environmental, or unclear. Fix only failures caused by your change, and record pre-existing or unrelated failures as follow-up work instead of absorbing them into the PR.

How can I tell if a test failure is pre-existing or caused by my change?▼

Compare the same check against the base branch or a previous commit. If the check fails identically on the base branch, the failure is pre-existing; if it passes on base but fails on your branch, your change owns the regression.

Does this validation workflow apply to R packages specifically?▼

Yes, it covers R package validation including R CMD check, BiocCheck for Bioconductor packages, regenerated documentation, vignettes, and optional dependency behavior. The same staged principles apply to other ecosystems using their canonical package validators.

When is it acceptable to skip full package validation?▼

Only when the environment genuinely prevents it, such as an unavailable platform for compiled checks. State exactly what was and was not validated and describe the remaining risk rather than substituting confidence language for missing checks.