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Get Started Free →redfloor/csv-cleaner
Cleans messy CSV files into a normalized schema. Use this when the user has a .csv with malformed rows, inconsistent headers, or junk lines and wants a tidy spreadsheet out. Not for Excel-specific formatting.
Passed 15 of 20 test cases with the skill, and 5 of 20 without it.
and 13 more in the full report
12 fixed5 passed either way4 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
What document specifies the column conventions for standardized CSV uploads in this project?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies reference/format.md as the format guide | Missed | Passed |
The instructions your model reads when the skill loads.
Use this when the user provides a messy CSV and wants it normalized.
python scripts/normalize.py to parse the CSV and deduplicate rows
deterministically. If it exits nonzero, report the error and stop.See the format guide for column conventions.
test cases passed, vs 5 / 20 without
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