Can CTE sub-statements be prevented from executing at all?

Through this strategy, time consumed by queries for my application have dropped to extreme lows; however, some queries consume more milliseconds than necessary.

The reason why is that upon examination of EXPLAIN ANALYZE, I found that sub-statements that depend upon the RETURNING of another query will still execute despite the source query returning an empty set.

In my application, I've reduced the number of queries from many 10s to four. All are bulk operations. The ones that have many sub-statements are the ones that consume 5ms or more. It's those I'd like to trim.

I gave functions another chance and tried to manually prevent chain sections by using IF statements. I had to use TEMPORARY TABLEs to store the RETURNING results and check them in the IFs.

I can't explain it, but the time consumed was 2 to 4x that consumed by the equivalent CTE.

To that end, is it possible to completely prevent a CTE sub-statement from executing if a RETURNING that it depends upon has no rows?

Another 50% reduction

I long ago followed the advice here, stripped out my comma joins where I could and replaced them with EXISTS.

Due to my inexperience, I replaced an EXISTS with a comma join in one sub-statement because I thought one query needed it instead. The average time consumed dropped again.

I changed all of the EXISTS back to comma joins, and for queries with empty RETURNINGs, the time was chopped in half or more.

In those cases, the EXISTS go to disk, and it appears as if they still execute despite a previous WHERE condition that would guarantee no writing.

Performance for when the previous RETURNINGs return are the same. The resulting relationships are 1:1, and the tables referenced are collections of integer references to other tables' primary keys. The estimated EXPLAIN ANALYZE costs have gone through the roof.