Some roof leaks happen at step flashings.
Roof leak wall meets slop below skylight.
Common causes of this type of leak are broken sprinkler pipes improper drainage from downspouts or french drains or grading that slopes toward the house.
Build a corrugated roof flatter than 5 degrees it is quite common and it will overflow during heavy rain.
Skylight leaks in heavy rain are a common source for roof leaks.
The screw holes at the laps will also start leaking.
If your leak is coming through at the lower level you may have exterior below grade issues.
As each row of shingles is laid a step flashing is installed over the shingle next to the wall.
Especially as your home ages a bit.
Part of the flashing turns up on the wall and the other portion gets covered by the next row of shingles.
And in our experience when a single piece of flashing extends only a few inches under the shingles especially on a long roof slope and worse on a roof that happens to slope slightly towards rather than away from the abutting vertical building wall the accumulated roof drainage water near the bottom end of the roof wall intersection will overwhelm the width of the flashing and because it is not directed back out on top of successive shingle courses it leaks into the building or building.
During installation each skylight essentially creates a big hole in an otherwise uniform roof surface.
No matter how well your skylights were installed it is still possible for them to leak during heavy rains.
The roof sheeting manufacturers state that the minimum slope is 5 degrees.
You find these flashings where a roof climbs alongside a vertical wall.