U0025 Epistemic Uncertainty Communicator

Epistemic Uncertainty Communicator

Why This Skill Exists

We need this skill because decisions drift when claims are accepted without verification. This specific skill prevents overstatement by explicitly framing uncertainty.

When To Use

Use this skill when the request explicitly needs "Epistemic Uncertainty Communicator" outcomes in the Truth-Seeking and Epistemics domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Epistemic Uncertainty Communicator, including at least three measurable KPIs tied to false certainty and unverified assumptions.
2. Design and version the input/output contract for claims, evidence, and confidence traces, then add schema validation and failure-mode handling.
3. Implement the core capability using confidence-bound communication templates, and produce uncertainty briefs with deterministic scoring.