Large Corpus Fan-Out Analysis

This skill provides a robust framework for processing massive datasets, codebases, or prose collections by breaking the corpus into manageable segments. It automates a sophisticated 'Worker-Critic-Summarizer' workflow: Workers analyze specific segments, Critics provide redundant review and identify cross-segment patterns, and a Summarizer synthesizes the final report. With built-in token estimation, automated task dependency mapping, and intelligent failure recovery, it ensures comprehensive analysis of millions of tokens without manual intervention.

Key Features

Use Cases