Driveway Pinpoint Test
With the engine cold and OFF, remove the large air intake hose from the throttle body (the disc-shaped valve between the air filter box and engine). Shine a flashlight inside — you should see a clean, silver butterfly valve. Black sticky carbon coating the walls and the edges of the valve is the problem. A $10 can of throttle body cleaner and a rag can fix this in 20 minutes. The IAC valve (Idle Air Control), if present as a separate unit, is nearby and can be cleaned the same way.
Fix-vs-Skip Money Panel
DIY Cost
~$12
parts only
Shop Cost
~$130
parts + labor
If you skip it
A carboned-up throttle body progressively worsens idle quality, increases fuel consumption, and can cause the car to die unpredictably in traffic — a safety concern, especially in intersections.