Rio Grande Rain Lily.  This has the cheeriest yellow flowers with burnt orange streaking which appear without leaves in late summer to early fall with the onset of fall rains if grown in a sunny dry spot.  These get 6" tall but are wicked cute and will self sow to make an enviably vibrant patch in time.  Native to the Southeast and Mexico.  Zone 7.