Analysis Auditor

Paste a data analysis you are about to share - prose, tables, SQL and its results, method notes - and get a structured audit: methodology review, a scan against seven named pitfalls each marked CLEAR/SUSPECT/FOUND with evidence, PASS/FAIL calculation spot-checks, the caveats that must travel with the numbers, and a verdict of Ready to share, Share with noted caveats or Needs revision. Revise and re-audit: the second pass is diffed against the first, showing what resolved, what is still open and what is new. The number scan and the revision checklist run free in your browser. Derived from @anthropics/data-validation.

Every public app is built from a security-scanned skill and must pass a clean scan — skill and frontend — before it can be listed. Have a skill of your own? Turn it into an app — or read the step-by-step walkthrough.