causal-dag
RobsonTigre/everyday-causal-skillsSkill
Guides DAG construction and causal identification through structured conversation. Generates dagitty (R) or DoWhy (Python) code for adjustment sets, testable implications, and visualization. Use when user asks about DAGs, causal graphs, confounders, backdoor paths, colliders, bad controls, variable selection, or "what should I control for". Not for estimating causal effects (hand off to method skills).
Why this score
This repo hosts 10 skills, so its 82 stars are split between them (about 8 each) for scoring.
Popularity score: 53/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 5317ebc8affd, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecausal-dag RobsonTigre/everyday-causal-skills · Skill | 53 | ★ 82 | ≈104 always | 1mo ago |
| causal semantica-agi/semantica · Skill Both about causal and effect | 82 | ★ 14k | ≈39 always | 16d ago |
| authoring-dags astronomer/agents · Skill Both about dag | 66 | ★ 454 | ≈105 always | 21d ago |
| causal-inference-diagnostics atsushi-green/ds-ai-coding-skills · Skill Both about causal | 53 | ★ 91 | ≈27 always | 1mo ago |
| subagent-dag-orchestration EverMind-AI/Raven · Skill Both about dag | 74 | ★ 5.5k | ≈157 always | 16d ago |
| creating-mermaid-dbt-dag dbt-labs/dbt-agent-skills · Skill Both about dag | 67 | ★ 741 | ≈62 always | 16d ago |