{"slug":"mohitagw15856-data-cleaning-pass","source_name":"mohitagw15856/data-cleaning-pass","name":"Mohitagw15856/Data Cleaning Pass","description":"Clean a messy dataset methodically — the profiling pass that finds what's actually wrong (dupes, format drift, phantom spaces, mixed types), the fix order that doesn't corrupt while correcting, and the log that makes the cleaning defensible. Use when asked clean this export, why is my pivot double-counting, these names don't match between sheets, or prep this data for analysis. Produces the profile of what's wrong, the ordered cleaning plan, the join-key repairs, and the cleaning log.","version":1,"lift":{"pass_rate_delta_pts":34.78,"pass_rate_pct":87,"total_cases":23,"passed_cases":20,"tokens_delta_pct":26.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T01:08:05.598477+00:00"},"skill_score":0.8696,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":34.78,"with_pass_pct":87,"without_pass_pct":52.2,"tokens_delta_pct":26.4,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T01:08:05.598477+00:00","run_id":"669b3195-6b37-4daf-b98e-136b3db7c6fb","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":"MIT","install_count":0,"manifest_hash":"441d79647f1aa8742578358b6c5bcffd274bfa9e23ca7a21e4a62dc8b6e92130","raw_url":"https://app.decimal.ai/s/mohitagw15856-data-cleaning-pass/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-data-cleaning-pass"}