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Prepare reviewed team decisions for an MLOps-owned training pilot. This release adds validated manual submissions and selected-target exports without collecting records or training a model automatically.
- Validate reviewer policy, approved records, artifact hashes, context, criteria versions, withdrawals and task-family splits.
- Export prompt/completion SFT, eligible text DPO, code evidence and selected tool actions. Keep the legacy text file for compatibility.
- Check local tokenizer boundaries and refuse silent truncation. Detect contradictory preference cycles.
- Read the MLOps brief or Korean version.
Validation: 67 repository tests passed. Three invented examples loaded in Hugging Face Datasets and passed a pinned Qwen tokenizer boundary check. These are compatibility checks, not model training or proof of improved coding performance. Reproduction artifacts and limits are linked in the brief.
Existing installations need the skill/plugin update through their supported route. Team export uses version-2 records and templates; personal version-1 text records remain supported. No agreements or collection settings are changed automatically.