alembic.ini is a Flask-Migrate config with no script_location, so ScriptDirectory.from_config raised and _current_schema_revisions swallowed it and returned no heads. Every set then failed the subset check and was wrongly blocked as taken on a newer schema than the running code. Set script_location to the migrations directory - the same versions tree the manifest scans - so live heads resolve and compatible sets restore.
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