Make branches list page operations remember current page (#23420)
Close #23411
Always pass "page" query parameter to backend, and make backend respect
it.
The `ctx.FormInt("limit")` is never used, so removed.
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Co-authored-by: Jason Song <i@wolfogre.com>
Co-authored-by: Lunny Xiao <xiaolunwen@gmail.com>
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