Remove obsolete split-conflicting and cache files

Isolate auxiliary benchmark JSONL from dataset split discovery

Fix standard train and test split file layout

Remove generated Python cache files

Add locked benchmark protocol scorer and leaderboard

Make messages Gemma 3 Unsloth compatible

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