A large Logseq graph accumulates unlinked mentions: notes that reference a topic without creating a link. Left alone, the graph rots through orphaned references, broken navigation, and manual cleanup sessions.
Me, maintaining a multi-year personal knowledge base.
A tool that scans the graph for unlinked mentions and proposes sensible wikilinks, turning a recurring maintenance chore into a review step.
Author.
2026
Python.
Logseq file formats change; false positives erode trust in the tool faster than missed links do.
Publicly released and used in my own graph. Adoption and quantified time savings are not yet measured.
No measured before/after time savings. The heuristics can miss or over-link.
Measure cleanup time before and after, and publish the numbers.