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causal-inference

maintained by openclaw

star 2.4k account_tree 711 verified_user MIT License
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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.

Key Features

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Skill Details

GitHub Stars 2.4k
GitHub Forks 711
Created Mar 2026
Last Updated 3 months ago
tools tools productivity tools

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