aletheia
CommunityTrack truth and calibrate confidence.
AuthorTylerGarlick
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill transforms AI output from a one-time event into a practice of epistemic discipline by tracking the accuracy of confidence labels over time. It addresses the problem of AI hallucination and unreliable confidence by creating a feedback loop between claims made and ground truth.
Core Features & Use Cases
- Epistemic Calibration: Monitor the accuracy of
[KNOWN],[INFERRED], and[UNCERTAIN]labels. - Ground-Truth Tracking: Record confirmations, disconfirmations, and supersessions of AI-generated claims.
- Use Case: After an AI session generates several factual claims, use Aletheia to later confirm or disconfirm those claims based on new evidence, building a personal record of your AI's (and your own) epistemic reliability.
Quick Start
Use the aletheia skill to confirm the claim that 'Photosynthesis occurs in chloroplasts'.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: aletheia Download link: https://github.com/TylerGarlick/abraxas/archive/main.zip#aletheia Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.