Iterative Factual Verification

The Iterative Verification skill (utilizing the 'Ralph-Wiggum' methodology) transforms Claude from a single-pass search agent into a rigorous investigative researcher. It enforces a strict loop logic where claims are labeled into specific evidence tiers—Verified, Credible, Alleged, or Speculative—and subjected to adversarial search protocols. By requiring specific thresholds for source count, evidence freshness, and depth of investigation, this skill systematically eliminates confirmation bias and superficial reporting, making it indispensable for high-stakes analysis, technical auditing, and investigative research.

Key Features

Use Cases