U0004 Epistemic Contradiction Detector

Epistemic Contradiction Detector

Why This Skill Exists

We need this skill because decisions drift when claims are accepted without verification. This specific skill catches internal and external claim conflicts early.

When To Use

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

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Epistemic Contradiction Detector, 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 cross-claim consistency checks, and produce contradiction alerts with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.