Program knowledge for a large organization lived in twenty places and decayed the moment anyone stopped maintaining it. I built a wiki that maintains itself: custom Claude Code skills scan the underlying corpus for gaps, redraft stale pages, and generate D3 visualizations — structured around how people actually search.
problem
Program knowledge for a large organization lived in twenty places and decayed the moment anyone stopped maintaining it.
approach
Custom Claude Code skills scan the underlying corpus for gaps, redraft stale pages, and generate D3 views of how the pieces connect — structured around how people actually search.
scale
Organization-wide corpus · refreshes against source, not memory