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The #1249 mechanism (stamp WHY a track is in the snapshot at build time, freeze it onto the play at ingestion, break it down in metrics) generalizes from a For You one-off to the standard for every system mix (#1270): - Migration 0039 widens both pick_kind CHECKs (drop + re-add in the same change) to taste/fresh + Discover's dormant/cross_user/random + tier1-3 for the rule-#131 eligibility ladders. - GetForYouPickKindForTrack becomes GetSystemPickKindForTrack (user, variant, track); ingestion stamps any systemPlaylistSources play from its own variant's live snapshot, live + offline paths. - Discover stamps its candidate bucket on discoverTrack before the interleave, making the 40/30/30 allocation measurable; dedup keeps the taking bucket's stamp. - Metrics replace the for_you special-case with one pick-kind vocabulary — any family with attributed plays gets a breakdown, future stamping mixes need no metrics change. - Web: breakdown sub-rows are now toggled per surface (collapsed by default) so eight stamping mixes don't swamp the card. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TsF3cNoKrqCYsU78cXC8U6