Discover page: refresh, harvest admin and seed reasons; docs (BL-0051)
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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# Discovery Scout — personalized manga discovery
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Status: **deterministic first slice implemented; later phases remain a vision**. Updated 2026-10-09. See [`docs/discovery.md`](../docs/discovery.md) for the current contract and deliberate omissions.
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Status: **deterministic first slice and the wider AniList candidate pool implemented; later phases remain a vision**. Updated 2026-10-09. See [`docs/discovery.md`](../docs/discovery.md) for the current contract and deliberate omissions.
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## 1. Outcome
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### Candidate input, in priority order
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**Implemented (2026-10-25):** items 1 and 2 — the reader harvests AniList recommendations, same-creator works, top titles in the user's tags and fresh titles into a local cache, with budgets, a nightly run and per-user refresh. See the [wider-pool spec](../docs/superpowers/specs/2026-10-25-discovery-wider-pool-design.md) and [`docs/discovery.md`](../docs/discovery.md). Item 3 (admin seed form) is still open.
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1. Reuse public AniList metadata/relations already cached by MangaCircus, plus the read-only Greatest catalog, for cold start and sequel/creator leads. Existing *Greatest* votes are stronger preference signals than curator rank.
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2. Add one or two explicit, public metadata feeds only after checking their API terms and stable identity fields. Cache responses with timestamps. Publisher/award lists may seed editorial candidates, but only with source links and dates.
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3. Let an admin seed a candidate by metadata URL or exact provider ID. This is the fallback when public APIs are incomplete. It is **not** a scraper URL and creates no queue item.
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