The Citation Backfill skill maintains the structural integrity of complex research corpora by automatically calculating and updating inverse citation links. When new papers or findings are added to a project, this skill scans all outgoing references to rebuild 'Cited By' tables across the entire documentation set. This ensures that the relationship between sources is fully bidirectional and navigable, fixing broken or one-way graphs that often occur after batch data inductions or manual updates.
主要功能
01Multi-format detection including Markdown tables, YAML, and inline links
02Dry-run mode for previewing graph changes before writing to disk
03Deterministic reconciliation to ensure stable and sorted citation outputs
04146 GitHub stars
05Automated inverse citation mapping and table regeneration
06Scoped updates for efficient processing of single document additions
使用场景
01Synchronizing 'Cited By' sections after batch-importing new research papers
02Repairing broken or one-way links in a large-scale knowledge base
03Maintaining a healthy, interconnected research graph for AI-driven cluster analysis