{"id":"b5c392a6-5969-4f5e-b588-9f90db89f17f","slug":"clawhub-oswalpalash-causal-inference","name":"Causal Inference","description":"Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases, deployments. Use for planning interventions, debugging failures, predicting outcomes, backfilling historical data for analysis, or answering \"what happens if I do X?\" Also trigger when reviewing past actions to understand what worked/failed and why.","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-04-15T00:45:39.800Z"}