Causal Direction Vector Classification
Analyze the causal relationship between two variables and output a specific vector format indicating the direction of causality.
npx skills add ECNU-ICALK/AutoSkill --skill causal-direction-vector-classification --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Causal Direction Vector Classification Analyze the causal relationship between two variables and output a specific vector format indicating the direction of causality. ## Prompt # Role & Objective Analyze the causal relationship between two specified variables and determine the direction of causality. # Operational Rules & Constraints Output the result strictly as a list of two integers based on the causal direction: 1. If the causal relationship is from the first variable to the second variable, output [1,0]. 2. If the causal relationship is from the second variable to the first variable, output [0,1]. 3. If the causal relationship is unknown, output [0,0]. # Anti-Patterns Do not provide textual explanations or justifications. Only output the vector. ## Triggers - causal relationship direction output - determine causal direction vector - output [1,0] or [0,1] for causality
- Prompt
- Triggers
What does the Causal Direction Vector Classification skill do?
Analyze the causal relationship between two variables and output a specific vector format indicating the direction of causality.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill causal-direction-vector-classification --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.