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* feat(inbox): match non-invoice documents via prominent amounts Bankintyg, bank agreements and other documentKind "other" PDFs carry no invoice-style total, so extraction correctly left totals.total null and the document became structurally unmatchable: findUnderlagCandidates hard-drops items without a comparable amount and the picker lost the 40% amount signal. - extraction: new prominentAmounts[] field (amount + document's own label), populated only when totals.total is null; account/org/phone/reference numbers and zero amounts excluded. totals.total semantics untouched. - matching: bestProminentAmountVariance() tries each printed amount and feeds calculateMatchConfidence at reduced weight (0.3 vs 0.4) in both the agent candidate scorer and TransactionMatchPicker. - UI: inbox rail shows the detected amounts read-only for such documents, list falls back to a single distinct prominent amount, and extraction no longer reads as "found nothing". Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Hqm9QgdyNAFaWiz6Ww7pgb * fix(inbox): discount prominent-amount fallback instead of reweighting it Skeptic pass refutations on the first commit: normalized weighting made a reduced amount weight self-defeating. Date + exact fallback amount with no merchant scored (0.25+0.3)/0.55 = 1.0 ("100% sakerhet" on a wrong same-day transaction), and a DISAGREEING fallback amount scored above a disagreeing invoice total (0.67 vs 0.60) because shrinking the weight also shrank the penalty. - score fallbacks at full amount weight, then multiply by a flat FALLBACK_CONFIDENCE_FACTOR (0.85): agreement caps below certainty, disagreement stays at least as damning as for a real total. - agent candidate surface additionally requires the document date within DATE_TOLERANCE_DAYS, so an avtal listing 349 kr no longer matches every future 349 kr charge from the same counterparty. - bestProminentAmountVariance returns which amount matched + its document label, and the match reason names it ("Exakt belopp i dokumentet: 2 500 SEK (Engangspris)"): no more bare "Exakt belopp" reaching the agent while total_amount is null. - prompt: prominentAmounts restricted to non-invoice documentKinds, and never a parking spot for an unreadable invoice total. - fix the stale "deliberately the same list" comment on EXTRACTED_FIELD_ACCESSORS. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Hqm9QgdyNAFaWiz6Ww7pgb * fix(receipt-hunt): never propose on the prominent-amounts fallback Second skeptic pass: the nightly hunt is a third consumer of scoreUnderlagCandidates and inherited the fallback unaware. A bankintyg whose printed "Insatt belopp" equals a same-day outflow scores 0.85, which clears CERTAIN_CONFIDENCE (0.8) and skips LLM adjudication, on a pairing wrong by construction (the hunt scans outflows only; "Insatt belopp" labels an inflow), with document_amount null in the approval preview. UnderlagCandidate now carries amountSource ('total' | 'prominent') and selectProposals drops fallback-scored candidates. Non-invoice documents stay reachable through the manual picker and the agent candidate surface, both of which have a human reading the amounts. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Hqm9QgdyNAFaWiz6Ww7pgb * fix(inbox): round fallback confidence via roundOre, not the naive pattern The two confidence discounts (and their test) tripped the naive-ore-round antipattern ratchet (625 vs baseline 622); use the sanctioned helper. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Hqm9QgdyNAFaWiz6Ww7pgb --------- Co-authored-by: Claude Fable 5 <noreply@anthropic.com>