For at least half a year now I've had a slightly rough idle. More recently I've noticed less power on acceleration, especially at lower speeds when I'd typically expect a bit more. On top of that there's been a jerk when letting off the accelerator pedal after mild acceleration. All of these things may be related, or separate issues. I've got a KOEO and CM code 34 "EVP circuit above the closed limit of 0.67 volts" as well on my less-than-1-year EGR valve and EGR position sensor.
Anyway, the main point of this thread is that I checked all the spark plugs yesterday, but I realized I don't have a lot of personal experience in analyzing them. They're Motorcraft AGSF44FM platinum plugs with around 15,000 miles currently on them. (I understand copper plugs may be better on these engines, but at the time I wasn't doing my own work and this is what my mechanic went with.) Pictures are here.
Cylinders 1, 6, and 7 looked like this. I believe this is normal wear.

Cylinder 3 had a lot of what smelled like oil on the threads and some carbon on the electrodes, but I don't believe there's enough buildup yet to cause issues?

Cylinder 8, as I've been warned, was the worst. Threads were completely covered and the electrodes and insulators have the beginnings of a crusty buildup. Is this what fouling looks like?

Cylinders 2,4, and 5 looked somewhere in between the first and second pictures. All plugs gapped at around .045", which I believe is stock. Insulators all looked fine.
My uneducated guess is that the valve stem seals are going bad on a couple cylinders, which is fouling some of the plugs and probably causing some other performance issues. I've seen plenty of search results for fouled plugs that look pretty bad. What I don't have a good understanding of is whether my worst plugs fall far enough on that spectrum to begin acting up, or maybe they've still got more time.
Anyway, the main point of this thread is that I checked all the spark plugs yesterday, but I realized I don't have a lot of personal experience in analyzing them. They're Motorcraft AGSF44FM platinum plugs with around 15,000 miles currently on them. (I understand copper plugs may be better on these engines, but at the time I wasn't doing my own work and this is what my mechanic went with.) Pictures are here.
Cylinders 1, 6, and 7 looked like this. I believe this is normal wear.

Cylinder 3 had a lot of what smelled like oil on the threads and some carbon on the electrodes, but I don't believe there's enough buildup yet to cause issues?

Cylinder 8, as I've been warned, was the worst. Threads were completely covered and the electrodes and insulators have the beginnings of a crusty buildup. Is this what fouling looks like?

Cylinders 2,4, and 5 looked somewhere in between the first and second pictures. All plugs gapped at around .045", which I believe is stock. Insulators all looked fine.
My uneducated guess is that the valve stem seals are going bad on a couple cylinders, which is fouling some of the plugs and probably causing some other performance issues. I've seen plenty of search results for fouled plugs that look pretty bad. What I don't have a good understanding of is whether my worst plugs fall far enough on that spectrum to begin acting up, or maybe they've still got more time.
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