causal-and-counterfactual-video-reasoning

Use this skill when the user asks questions like 'is this a crime?', 'is there an anomaly here?', 'is this person acting suspicious?', 'why did the fight break out?', 'is this area safe?', 'classify this dangerous event', or 'pinpoint the exact moment the robbery started'. Trigger it when the agent must distinguish between normal behavior and anomalous/illegal activities, deduce the hidden motives of actors in a conflict, or evaluate the causal progression of crimes and accidents in surveillance or open-world videos.

By Dingxingdi schedule Updated 4/10/2026