Workbench / AI-Adjacent Issues

Category Has Too Few Issues to Be Useful

A category, diagnostic area, or intake bucket has too few Issues, examples, or checks to support useful diagnosis or routing.

What This Looks Like

A category, diagnostic area, intake bucket, or classification group exists, but it has too few Issues, examples, checks, or related references to help users diagnose real cases. The category may appear in navigation or search, but it does not provide enough coverage to be useful.

Why Users Blame AI

Users may experience the system as failing to classify or diagnose their problem. The deeper issue may be that the category itself is underbuilt: not enough Issue pages, examples, search intents, or relationship links exist to support the diagnostic surface.

What to Check First

When This Is AI-Adjacent

Use this AI-Adjacent Issue when the problem is category coverage, not a single AI failure. If a known diagnostic area has no Issue at all, use the related Workbench Issue for diagnostic coverage gap. If the rubric or relationship map is incomplete, use those related Issues.

Common Ways People Describe This

Metadata

Code
ADJ-0009
Layer
ai_adj_issue
Version
0.1.0
Updated
2026-05-10T00:00:00Z