{"slug":"nvidia-paidf-anomalygen","source_name":"nvidia/paidf-anomalygen","name":"Nvidia/Paidf Anomalygen","description":"Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and search per-sample (guidance, crop_ratio) parameters. Three modes: full (Phase 0→7: finetune then generate), finetune_only (Phase 0→1: train only), inference_only (Phase 0, 2→7: generate from an existing checkpoint). Use when the user asks to \"fine-tune AnomalyGen\", \"generate anomaly images\", \"run PAIDF SDG\", \"evaluate SDG output quality\", \"run per-sample ","version":1,"lift":{"pass_rate_delta_pts":69.57,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":252.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T22:42:29.964440+00:00"},"skill_score":0.9565,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":69.57,"with_pass_pct":95.7,"without_pass_pct":26.1,"tokens_delta_pct":252.4,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-12T22:42:29.964440+00:00","run_id":"a9ed57ba-39ab-4ce0-a992-91bb2bd9ca78","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":"Apache-2.0","install_count":0,"manifest_hash":"3006cecfae24aa682c6f57ae26d05a96cee57b63e4ddc98153554a17eb8b63ea","raw_url":"https://app.decimal.ai/s/nvidia-paidf-anomalygen/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-paidf-anomalygen"}