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Essentials

Analysis Validator

Listed under Spreadsheets & DataSpreadsheet Cleanup

validate-data Unverified Apache-2.0

Summary

Before sharing, re-check whether methods, calculations, and conclusions are supported by the data, producing a confidence assessment and improvement notes. Input is an analysis doc, SQL, or charts; output is a validation checklist. Suited to pre-delivery reconciliation of spreadsheet work.

Why we picked it Why recommended

SkillPouch records why this skill was curated, stage by stage.

  1. T05.s3Validate delivery

    Validates row counts, totals, and remaining issues before handoff.

How to use Applicable stages

Use it in these workflow stages. Open a stage to return to its task.

Get and review

Open upstream repository ↗

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Check the sources Evidence & sources

Public links you can open and verify on your own.

Upstream source

Boundaries Known limitations

Cannot surface hidden assumptions the user never provided; sample rechecks are not a full audit. Business owners still give final sign-off.

Identity and license

License, review date, repository path, and stable identifier.

Curation review date
Reviewed on 2026-10-28
Agent compatibility claim
Unverified: Agent compatibility stated by upstream has not been empirically verified by SkillPouch.
License (SPDX)
Apache-2.0
Repository & subpath
anthropics/knowledge-work-plugins / data/skills/validate-data
Pinned commit (revision)
bc8f6922cfeea215a202cdcc9f0d299a990889a8
Stable identifier (skillId)
skill:anthropics--knowledge-work-plugins--validate-data