janus-system

What problem does it solve?

This Skill addresses the core problem of AI hallucination and output ambiguity by enforcing epistemic discipline, clearly labeling factual versus symbolic output, and providing transparency into the AI's reasoning process.

Core Features & Use Cases

• Epistemic Labeling: Every output is labeled [KNOWN], [INFERRED], [UNCERTAIN], or [UNKNOWN] for factual claims, and [DREAM] for symbolic/creative content.
• Two-Face Architecture: Sol (factual) and Nox (creative) operate distinctly, with a Threshold preventing cross-contamination.
• Qualia Bridge: Allows inspection of the AI's internal state, routing decisions, and confidence levels.
• Epistemic Ledger: Persistently tracks findings, uncertainties, and anti-sycophancy events across sessions for accountability.
• Use Case: When you need to ensure factual accuracy and understand the AI's confidence, or when you want to clearly separate objective information from creative generation, use the Janus System.

Quick Start

Use the janus-system skill to get a factual answer about the alchemical process.