How Agent Skills Fail under Long Contexts: A White-Box Study in Code Auditing
A production-derived, white-box code-audit workflow whose instructions, edited files, tool logs, and expected checks are observable is examined, showing how a few omitted requirements can invalidate an otherwise complete artifact.