This skill implements a rigorous verification pipeline for knowledge notes. It ensures that notes are not only syntactically correct but also semantically discoverable and well-integrated into a knowledge graph.
Use this skill as a quality gate after creating new notes, during periodic maintenance of a knowledge vault, or when a note is flagged as potentially orphaned or poorly described.
Designed for agents with access to file system tools, semantic search (mcp__qmd__vsearch), and editing capabilities (Claude Code, Codex, etc.)
This skill has not been reviewed by our automated audit pipeline yet.