Research Corpus Index Builder

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Renders comprehensive, human-readable markdown index views and citation networks from research corpus metadata.

The Research Corpus Index Builder enables Claude to generate and maintain structured markdown views of literature repositories within the AIWG cognitive architecture. By executing the native aiwg index build command, it transforms raw corpus state into organized indices sorted by topic, year, author, and citation density. This skill is essential for researchers and developers managing large-scale documentation or academic references, providing a visual and navigable map of the entire knowledge base directly within the development environment.

주요 기능

01Provides specialized views for model sizes, training pipelines, and funder data
02146 GitHub stars
03Integrates with radar sidecars to track research trajectories and grading statuses
04Generates multi-dimensional markdown indices including topic, year, and venue
05Supports incremental rendering with source checksum validation for efficiency
06Constructs complex citation networks and affiliation maps for research papers

사용 사례

01Tracking the progress, grading, and currency of papers in a large research queue
02Automating the organization of academic literature for AI and machine learning research
03Generating a searchable web of citations and author affiliations for literature reviews