What does the confidence percentage represent?

The percentage represents a calculated score based on response completeness, language certainty, error detection, and session coherence.

Can I disable Inference Confidenz temporarily?

Yes, you can disable the skill by setting the CONFIDENZ_ENABLED environment variable to false or updating your configuration file.

What is the difference between minimal and detailed display?

Minimal display shows a brief code and percentage (e.g., CZ 87%), while detailed display includes the qualitative level like [high] or [low].

How do I customize the confidence thresholds?

You can define custom high and medium thresholds by creating or editing the .claude/confidenz.config.json file in your project root.

Inference Confidenz

Name: Inference Confidenz
Author: BLERBZ

byBLERBZ

0•

분석 및 모니터링

Monitors and displays quantitative confidence levels for Claude Code responses to ensure output reliability.

Inference Confidenz is a specialized monitoring tool designed to provide transparency into Claude's internal certainty when generating code or documentation. By analyzing response quality, task completeness, and the presence of hedging versus definitive language, it assigns a confidence percentage (0-99%) to every interaction. This allows developers to instantly gauge the reliability of an AI-generated solution, making it easier to identify potential hallucinations or areas requiring manual review during complex development workflows.

주요 기능

010 GitHub stars

02Automatic detection of error indicators and unresolved issues

03Support for minimal and detailed display formats in the terminal

04Configurable thresholds for high, medium, and low confidence levels

05Detailed analysis of hedging vs. definitive language patterns

06Real-time confidence scoring (0-99%) for every response

사용 사례

01Monitoring context coherence across long-running development sessions

02Identifying potential AI hallucinations through low-confidence alerts

03Validating complex code refactors where high-certainty output is critical

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add blerbz/blerbz-plugins help

For use in Claude.ai and ChatGPT

Download Skill