system2-attention
OfficialDeliberate two-pass attention for reliability.
Authorplurigrid
Version1.0.0
Installs0
System Documentation
What problem does it solve?
System 2 Attention (S2A) validates and filters transformer attention by regenerating context and applying a deliberate second pass to improve factual grounding and reduce noise.
Core Features & Use Cases
- Context filtering to remove irrelevant information.
- Two-pass attention strategy: fast pass followed by deliberate re-attention.
- Grounding validation to measure factual alignment.
Quick Start
Apply S2A filtering to a given query and context and compare the results of the two passes.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: system2-attention Download link: https://github.com/plurigrid/asi/archive/main.zip#system2-attention Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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