tool-agent-calibration

name	tool-agent-calibration
title	The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
version	0.0.2
engine	skillxiv-v0.0.2-claude-opus-4.6
license	MIT
url	https://arxiv.org/abs/2601.07264
keywords	["The","Confidence","Dichotomy"]
description	The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents. From arXiv:2601.07264

Overview

This skill implements the approach from the paper: The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents

Purpose

Implements advanced techniques for agent reasoning, search, and learning described in arXiv:2601.07264.

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/2601.07264
• HTML: https://arxiv.org/html/2601.07264