causal-inference-root-cause
CommunityUncover true causes, not just symptoms.
Data & Analytics#debugging#problem solving#root cause analysis#hypothesis testing#causal inference#correlation vs causation
Authorlyndonkl
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you systematically investigate why something happened, distinguishing correlation from causation and identifying the fundamental root causes of problems.
Core Features & Use Cases
- Root Cause Analysis: Trace effects back to their underlying drivers.
- Hypothesis Testing: Generate and test competing explanations for an outcome.
- Causal Modeling: Map out causal chains and identify confounding variables.
- Use Case: When a website conversion rate suddenly drops, use this Skill to determine if it was a new UI change, a payment processor issue, or an external factor, and pinpoint the actual root cause.
Quick Start
Use the causal-inference-root-cause skill to analyze why the website conversion rate dropped by 40% starting November 15th.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: causal-inference-root-cause Download link: https://github.com/lyndonkl/claude/archive/main.zip#causal-inference-root-cause Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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