fix: phase 3 stops importing at a deadline and leaves the rest for the next chunk

A Discord recapture chunk on #banana-land was killed at the 1350s soft limit
twice (events 92354 on 2026-09-28 and 92623 on 2026-09-29). The walk's
budget (CHUNK_TOTAL_SECONDS, #4407) assumed 2.5s per import; measured on
those chunks, a real import of the source's doodles took about 5s, so ~290
imports the walk had planned to fit took about twice the time reserved.

- PHASE3_DEADLINE_SECONDS (1200s from task start): on native platforms
  phase 3 starts no import past it. The files left stay on disk with no
  record and are not marked seen; the next chunk resumes on the page that
  holds the first of them and imports them through the existing "on disk
  but never imported" path. A walk that reached its end becomes PARTIAL so
  the backfill is not marked complete while files wait.
- DownloadResult.written_cursors records each written file's page cursor;
  mark_seen_after_import takes skip_paths.
- PHASE3_IMPORT_SECONDS 2.5 -> 5.0, the slow end of what was measured, so
  the walk rarely leans on the deadline.

Task #4493.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

backend/app/services/gallery_dl.py

@@ -169,6 +169,10 @@ class DownloadResult:
     # backfilled (inline-image localization) WITHOUT re-download or unlink. Empty
     # on the gallery-dl path and outside recapture.
     relink_source_paths: list[tuple[str, str, str]] = field(default_factory=list)
+    # Native ingester only: one entry per `written_paths` entry, the backfill
+    # cursor of the page that file came from. Phase 3 resumes the next chunk
+    # there when it leaves files unimported at its deadline. Empty on gallery-dl.
+    written_cursors: list[str | None] = field(default_factory=list)
     stdout: str = ""
     stderr: str = ""
     return_code: int = 0
@@ -194,8 +198,10 @@ class DownloadResult:
     # but not yet imported is invisible to every later walk, so a run killed in
     # between orphaned it for good (TamadaHeijun's 12PCG post lost 7 of 13
     # images to a stranded run, 2026-09-24). Unmarked, the next walk finds the
-    # file on disk with no ImageRecord and imports it. None on gallery-dl.
-    mark_seen_after_import: Callable[[], None] | None = None
+    # file on disk with no ImageRecord and imports it. Takes `skip_paths`: the
+    # written paths phase 3 did not import, which stay unmarked for the same
+    # reason. None on gallery-dl.
+    mark_seen_after_import: Callable[..., None] | None = None
 
 
 def extract_errors_warnings(stderr: str) -> str: