{"slug":"nvidia-tao-generate-video-reasoning-annotations","source_name":"nvidia/tao-generate-video-reasoning-annotations","name":"Nvidia/Tao Generate Video Reasoning Annotations","description":"Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level captions, structured descriptions, and QA pairs (MCQ, binary, open-ended) with reasoning traces, via VLM/LLM distillation. Use when the user wants to \"create video training data\", \"generate video QA datasets\", \"build CoT reasoning traces from videos\", \"auto-label videos\", or run the video_reasoning_annotation pipeline. Triggers include \"video annotation\", \"video CoT\", \"video QA\", \"chain-o","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":62.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T23:22:33.618338+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":81.8,"without_pass_pct":18.2,"tokens_delta_pct":62.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-12T23:22:33.618338+00:00","run_id":"34592340-1850-45c4-95f7-15dc05167ce1","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":"56e706b9acc55bf7224758b7e0649af3bab13255a2b9da870bac3682bf249019","raw_url":"https://app.decimal.ai/s/nvidia-tao-generate-video-reasoning-annotations/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-tao-generate-video-reasoning-annotations"}