scaler-reasoning-environment

name	scaler-reasoning-environment
title	SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning
version	0.0.2
engine	skillxiv-v0.0.2-claude-opus-4.6
license	MIT
url	https://arxiv.org/abs/2601.04809
keywords	["SCALER"]
description	SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning. From arXiv:2601.04809

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

• Paper: https://arxiv.org/abs/2601.04809
• HTML: https://arxiv.org/html/2601.04809