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@ruvector/attention

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High-performance attention for Node.js

Software Engineering#performance#ai#deep learning#node.js#attention#transformer#flashattention
Authorricable
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides highly optimized attention mechanisms for Node.js, enabling efficient implementation of transformer-style layers and advanced AI agent coordination.

Core Features & Use Cases

  • FlashAttention: Achieve significant speedups (2.49x-7.47x) and memory efficiency for attention computations.
  • MultiHeadAttention & CrossAttention: Standard and cross-attention implementations for building transformer models.
  • LinearAttention: Efficiently handle very long contexts (100K+ tokens) with O(n) complexity.
  • Use Case: Integrate cutting-edge attention algorithms into your Node.js AI projects for faster training and inference, or to enable agents to coordinate more effectively.

Quick Start

Install the attention skill by running the command npx ruvector@latest.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: @ruvector/attention
Download link: https://github.com/ricable/cli-skills-builder/archive/main.zip#ruvector-attention

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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