What problem does it solve? Complex research findings, assessment results, and data reports often arrive as dense walls of text that are hard to process, especially for users with cognitive load constraints like ADHD or migraine sensitivity. This Skill converts that material into a verified, bite-sized conversational walkthrough. ## Core Features & Use Cases - Claim Extraction and Deduplication: Reads every source in full, extracts discrete claims, merges them, and removes duplicates while flagging numeric discrepancies. - Multi-Pass Audit Verification: Runs repeated audit loops against the original sources until 5 consecutive null-edit passes confirm the claims list is accurate, catching hallucinations, misattributions, and omissions. - Conversational Walkthrough: Presents one finding per message in plain language, waits for the user's reaction, adapts sequencing to their interests, and captures their real-time insights. - Use Case: After receiving an 8-assessor evaluation report, ask for a walkthrough and receive each verified finding individually, with disagreements between assessors flagged explicitly rather than smoothed over. ## Quick Start Walk me through the findings from the attached research report, one finding at a time.
