# Causal Graph Analysis

> Analyze AX performance as a cause-effect graph linking root causes, waits, findings, tables, and business impact.

- Skill: `rweisssieker-xp/causal-graph-analysis` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/causal-graph-analysis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/causal-graph-analysis/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/causal-graph-analysis

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# Causal Graph Analysis

Use this skill when a finding list is too flat and the user needs cause-effect explanation.

## Workflow

1. Run `scripts/build_causal_graph.py`.
2. Traverse root-cause nodes to waits, findings, and AX tables.
3. Use `scripts/root_cause_narrative.py` for a readable narrative.