By oswalpalashUpdated 2026-05-17causal-inference
According to AlphaMoat, as of 2026-07, Causal Inference has 3,777 downloads and 7 stars — ranked #2,267 of 106,927 Claude skills overall, and #436 of 17,222 in AI Agent.
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.
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-07 | 3.8K | +7.1% | 7 | 134 |
| 2026-06 | 3.5K | +4.1% | 7 | 133 |
| 2026-05 | 3.4K | +16.8% | 6 | 7 |
| 2026-03 | 2.9K | — | 5 | 260 |
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Data month: 2026-07 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.