Skill Graph Builder

Keep Your Graph Up to Date

Run lightweight maintenance loops so your graph stays decision-ready.

Key highlights

  • Maintain graph freshness with monthly reviews
  • Track skill status changes tied to real work
  • Use consistency checks to prevent outdated data

Recommended workflow

  1. Review top domains every 30 days
  2. Update levels after major projects or milestones
  3. Archive stale nodes and promote active growth areas