data-analysis
extracting insights and conclusions from data
no-skill baseline: 80% — anything below it makes the model worse.
1WORKS 78★142WORKS 57★17,4643WORKS 54★404WORKS 54★0
data-analysisskilldefault
When you have structured business data and need decision-quality analysis that separates observation from interpretation.
data-quality-auditorplugin
When preparing data for analysis or ML requires systematic audit of quality issues rather than spot-checking a few rows.
crm-hygiene-scannerskill
CRM admin or marketing ops cleaning up legacy data before a migration or merge campaign—measure health, detect garbage, plan sprints.
fraud-qualitysubagent
When detecting data quality issues and leakage patterns in fraud datasets.