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honest

Community

Ensure AI accuracy and truthfulness.

Content & Communication#fact-checking#audit#hallucination#ai accuracy#confidence labels#epistemic discipline
AuthorTylerGarlick
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill combats AI hallucination by making AI output transparent, labeling every claim with its confidence level and source, ensuring you can trust the information provided.

Core Features & Use Cases

  • Confidence Labeling: Every statement is tagged as [KNOWN], [INFERRED], [UNCERTAIN], or [UNKNOWN].
  • Source Tracing: Identifies the origin of claims to verify their grounding.
  • Session Auditing: Reviews entire conversations for unlabeled or fabricated claims.
  • Use Case: When researching a critical topic, use /audit to review the entire conversation and identify any claims that are not well-supported, ensuring your final conclusions are based on reliable information.

Quick Start

Use the honest skill to check the last response for confidence labels.

Dependency Matrix

Required Modules

None required

Components

scriptsreferencesassets

💻 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: honest
Download link: https://github.com/TylerGarlick/abraxas/archive/main.zip#honest

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