epistemic-calibration

What problem does it solve?

Epistemic calibration helps agents know what they know, what they don't know, and act accordingly by making confidence assessments a core driver of statements and actions.

Core Features & Use Cases

• Confidence tracing: sources, evidence, and certainty levels are tracked to support safe responses.
• Uncertainty-aware reasoning: applicable in long-running sessions, uncertain domains, and high-stakes decisions to reduce misleading claims.
• Inter-skill coordination: provides calibrated uncertainty cues to other skills and planning steps.

Quick Start

Enable epistemic-calibration in your agent and begin applying confidence checks before each claim.