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Converts text, JSON or JSONL to cleaned JSONL using fixed rules. Removes empty, short and duplicate rows; can repair some encoding issues. No AI or CSV parsing.
https://route-a-worker.frostskynet-api.workers.dev/cleanConverts JSONL rows to JSONL, chat training examples or Markdown. Returns the serialized result as an output string with stats. No AI.
https://route-a-worker.frostskynet-api.workers.dev/formatScores JSONL rows using fixed rules and adds _quality. Detects some PII and bad-word patterns; optional redaction and score filtering. Detection is incomplete and can produce false positives. No AI.
https://route-a-worker.frostskynet-api.workers.dev/judgeConverts text, JSON or JSONL to cleaned JSONL using fixed rules. Removes empty, short and duplicate rows; can repair some encoding issues. No AI or CSV parsing.
https://route-a-worker.frostskynet-api.workers.dev/cleanConverts JSONL rows to JSONL, chat training examples or Markdown. Returns the serialized result as an output string with stats. No AI.
https://route-a-worker.frostskynet-api.workers.dev/formatScores JSONL rows using fixed rules and adds _quality. Detects some PII and bad-word patterns; optional redaction and score filtering. Detection is incomplete and can produce false positives. No AI.
https://route-a-worker.frostskynet-api.workers.dev/judge