How to use this tool
- Paste a combined deck with one prompt and answer on each line.
- Inspect the duplicate count and the preserved conflicting answers.
- Edit ambiguous prompts and split long answers into focused questions.
- Export clean TSV or send the cleaned deck to a recall session.
Frequently asked questions
Which duplicates are removed?
Cards with matching normalized prompts, identical answers and identical tags. Prompt comparison ignores case and repeated whitespace.
Are conflicting answers discarded?
No. Cards with the same normalized prompt but different answers are preserved and flagged for your review.
Why flag answers over 25 words?
Long answers may hide several retrieval targets. The warning is a cue to inspect, not a rule that long answers are wrong.
Does cleaning check factual accuracy?
No. Compare suspicious cards with your source. The audit checks structure and duplication only.