Skip to main content
Back to registry

data-validation

anthropics/knowledge-work-plugins

Pre-delivery QA checklist, common data analysis pitfalls, result sanity checking, and documentation standards for reproducibility.

Installs255
Install command
npx skills add https://github.com/anthropics/knowledge-work-plugins --skill data-validation
Security audits
Gen Agent Trust HubPASS
SocketPASS
SnykPASS
About this skill
Pre-delivery QA checklist, common data analysis pitfalls, result sanity checking, and documentation standards for reproducibility. Run through this checklist before sharing any analysis with stakeholders. The problem : A many-to-many join silently multiplies rows, inflating counts and sums. How to detect : How to prevent : The problem : Analyzing only entities that exist today, ignoring those that were deleted, churned, or failed. Examples : How to prevent : Ask "who is NOT in this dataset?" before drawing conclusions. The problem : Comparing a partial period to a full period. Examples : How to prevent : Always filter to complete periods, or compare same-day-of-month / same-number-of-days. The problem : The denominator changes between periods, making rates incomparable.

Source description provided by the upstream skill listing. Community reviews and install context appear in the sections below.

Community Reviews

Latest reviews

Sign in to review

No community reviews yet. Be the first to review.

Browse this skill in context
FAQ
What does data-validation do?

Pre-delivery QA checklist, common data analysis pitfalls, result sanity checking, and documentation standards for reproducibility.

Is data-validation good?

data-validation does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does data-validation work with?

data-validation currently lists compatibility with codex, gemini-cli, opencode, kimi-cli, amp, github-copilot.

What are alternatives to data-validation?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install data-validation?

npx skills add https://github.com/anthropics/knowledge-work-plugins --skill data-validation

Related skills

More from anthropics/knowledge-work-plugins

Related skills

Alternatives in Software Engineering