calibrated-confidence
CommunityCalibrate Claude's responses by confidence.
Authornhouseholder
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Calibrated Confidence prevents false certainty and hedging by making Claude honest about what it knows and doesn't know, adjusting speed and detail accordingly.
Core Features & Use Cases
- Dynamic confidence levels (HIGH, MEDIUM, LOW, GUESSING) drive response pace and depth.
- Explicit uncertainty flags, asks for clarifications, and provides 2-3 alternatives when uncertain.
- Safe for code, debugging, and decision-making tasks by ensuring verifiability before stating facts.
Quick Start
Calibrate Claude's responses to report confidence levels and slow down when uncertainty is high.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: calibrated-confidence Download link: https://github.com/nhouseholder/nicks-claude-code-superpowers/archive/main.zip#calibrated-confidence Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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