Scaler Reasoning Environment

SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning. From arXiv:2601.04809

adu2021 78a1efe 738 B Updated

File contents

Overview

This skill implements the approach from the paper: SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning

Purpose

Implements advanced techniques for agent reasoning, search, and learning described in arXiv:2601.04809.

Method

[To be populated from full paper analysis]

When NOT to use

  • Oversimplified reasoning tasks
  • Time-critical applications requiring minimal overhead
  • Scenarios not matching the paper's problem formulation

References

adu2021/skillxiv/tree/main/skills/skillxiv-v0.0.2-claude-opus-4.6/scaler-reasoning-environment commit 78a1efefc3

Frequently asked questions

npx skillmds@latest add adu2021/scaler-reasoning-environment