{"slug":"brycewang-stanford-data-validate","source_name":"brycewang-stanford/data-validate","name":"Brycewang Stanford/Data Validate","description":"Run declarative data quality checks and generate a codebook. Checks completeness, distributions, impossible values, duplicates, outliers, encoding issues, attention check failures, and manipulation check results. Produces a pointblank/pandera validation report and an auto-generated codebook. Use when the user says \"validate data,\" \"check data quality,\" \"generate codebook,\" \"what's wrong with my data,\" \"data audit,\" \"check my dataset,\" or when /research-intake identifies missing validation. Trigg","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":5.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T23:49:03.353749+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":86.4,"without_pass_pct":68.2,"tokens_delta_pct":5.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T23:49:03.353749+00:00","run_id":"6314c9b0-253e-446a-850e-11036d83fe31","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"NOASSERTION","install_count":0,"manifest_hash":"8b8a80d5c6b820f2f413027ce44e57fea81ae7f0c40b9c6857e899cf398097a9","raw_url":"https://app.decimal.ai/s/brycewang-stanford-data-validate/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-data-validate"}