{"slug":"transformers","source_name":"transformers","name":"Transformers","description":"This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection, speech recognition, and fine-tuning models on custom datasets.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":4.5,"total_cases":22,"passed_cases":1,"tokens_delta_pct":71.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T06:36:32.350321+00:00"},"skill_score":0.0455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":4.5,"without_pass_pct":0,"tokens_delta_pct":71.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-27T06:36:32.350321+00:00","run_id":"166a2b5f-cdc7-49bb-8557-adc4960aecbc","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":null,"install_count":1,"manifest_hash":"9afbca2445a519377c9ca9b12b7999872d37ab04384e87c9a9d401b4e400be7f","raw_url":"https://app.decimal.ai/s/transformers/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/transformers"}