Data Cleaning Skill

A low-cost skill for cleaning structured data, detecting bad columns, and producing explainable cleanup steps.

4.6(38 reviews)

188+ installs

Verified

Benchmarked

GitHub linked

Skill preview

Data Cleaning Skill

Benchmark run

Normalize messy CSVs, schemas, and exports before analysis

98.4%

pass rate

Signals processed

18.4k

Verified

Average latency

412ms

Verified

Manual hours saved

26h

Verified

Seven-day performance sample

What this skill does

Data Cleaning Skill is built for lightweight data operations. It profiles CSVs, spots type drift, deduplicates records, flags suspicious values, and creates a clear cleanup report. Use it when a complete data agent is too much and you only need a reliable reusable capability.

datacsvcleanupskill

Fast setup

beginner setup with deployable skill.

Commercial-ready

personal license included in this listing.

Fresh updates

Updated 1/18/2025.