{"slug":"rinne414-dataset-doctor","source_name":"rinne414/dataset-doctor","name":"Rinne414/Dataset Doctor","description":"Audit and repair a kohya-style LoRA dataset before training. Use when the user asks to check, validate, inspect, fix, clean, 体检, or 修 a dataset, captions, or tags. Inspect image count, repeats and step budget, resolution and aspect buckets, duplicates, corrupt or non-RGB images, missing or empty captions, trigger consistency, and tag-frequency hygiene. Return a structural PASS, WARN, or FAIL report and apply only confirmed fix_dataset.py actions, dry-run first with displaced originals quarantine","version":1,"lift":{"pass_rate_delta_pts":77.27,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":123.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T15:15:48.161115+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":77.27,"with_pass_pct":95.5,"without_pass_pct":18.2,"tokens_delta_pct":123.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T15:15:48.161115+00:00","run_id":"1c7fec4c-9daf-4253-abb4-f2a6afbb6db9","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"7c9a25171a0c4e68ded2c1743f3731eab1e93a079dea2462ef4db3bca5d1bd77","raw_url":"https://app.decimal.ai/s/rinne414-dataset-doctor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/rinne414-dataset-doctor"}