ClawStack

Causal Inference

BFair

๐Ÿ’ฌ Communication ยท by oswalpalash

133
upvotes

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.

communication

Install

$openclaw plugins install oswalpalash/causal-inference

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Security Analysis

Score: 64/100
BFair
Security Scan5/30
Network Safety15/15
Community Trust5/10
Permissions14/20
Author Reputation15/15
Auditability10/10

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