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- Remove head -20 truncation that biased solo classification by dropping low-volume contributors from the denominator - Use atomic write (mktemp + mv) for cache to prevent concurrent preamble reads from seeing partial JSON Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>