Aristotle said there are four "why" questions. What you call "causality" here is just effective cause. There is also material, formal and final cause in his analysis. So a bridge exist because someone made it, it is made of something, it has some shape, and there was a reason that caused it to get made.
Reductionists want to reduce all these sources of causality to just the question of effective cause. Though they also need some kind of local material stuff - a substance - that can carry this effective cause as a property or force.
The "why anything" question then leads to a further problem of first cause - primum movens. And a reductionist will read this as the call to find some ultimate kind of effective cause (such as a creating god).
But the point of having a more complex model of causality such as Aristotle's is that primum movens can also be a complicated "four causes" story. As some of the arguments presented in the thread illustrate.
Your claim here rest on the assumption that effective cause is "the whole of causality". And that reality is a mereological bundle.
A holistic view would agree that all causes would have to be internal to "existence". A world would have to be ultimately self-causing - and this is a problem!
But there is a richer arsenal of causality available. The holistic view would also be a process view - worlds would develop and endure, or persist rather than exist.
This is in turn what leads to the necessity for a vague~crisp distinction. It underpins a view of holistic causality in which a process can arise from "nothing".
Again, what reductionists really want to get rid of is teleological cause. And it is easy to supply examples which make it seem obvious the world is just blindly materialistic, absent of purpose, goals, will or meanings, and only humans are different in this regard.
But science still finds it hard not to frame its laws of nature in teleological fashion (thou shalt evolve, thou shalt dissipate, thou shalt gravitate, thou shalt follow the least mean path.)
And a systems thinker will argue that the correct approach to human purpose and meaning is to generalise it. You can "water it down" so that you have a hierarchy of final cause such as
{teleomaty {teleonomy {teleology}}}, or in more colloquial language, {propensity {function {purpose}}}. See for example -
http://cosmosandhistory.org/index.php/journal/article/viewFile/189/283
I mentioned already the connection between the problem of final cause and the problem of wavefunction collapse. It was not accident that early interpretations wanted to put the cause in the mind of the human observer, more recent ones are trying to put it out in a thermal environment or invoking retrocausality from future constraints.
So this is a very live subject even in science.
The thing to beware of is not turning final cause into another super-species of effective cause. It can't be merely "triggering event" seen on a larger scale (which is the kind of notion of a blue touch paper God you have in mind). It has to be something else, otherwise there is no need to distinguish it as a further aspect of causality.
So final cause needs to be identified with global constraints, downwards causality - some way in which the ends do justify the means.
I would agree that this is the least well developed part of our ideas about causality as yet. But that is what makes it interesting I guess. And asking the "why anything" question is particularly instructive in this regard.
Exactly, we must dichotomise to clarify. To be able to model causality, we must divide it suitably.
And here there may actually be novel metaphysics. The greeks did divide things into chance and necessity. But we know that randomness and determinism are still problematic concepts in science. What is a fluctuation really?
There is a general distinction of reality into its local degrees of freedom and global constraints that seems to work. But the story does not seem quite in focus yet.
Yes, because they are actually just attempts to use the notion of effective cause to explain everything.
Correct. Even in metaphysics, we are constructing models of causality. We are breaking things down in ways that seem to work, seem to be true, but we must bear in mind that they still are just models and so may bear secret traces of their makers.
The great yawning silence and banging of heads on tables that usually greets the "why anything" question is the sound of people confronting the limitations of their conceptual tools.
Which is why it is a great question. It forces you to find better conceptual tools.