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9de38c4939
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feat(linkedin-studio): N7.5 — MR-F9 etterspørsels-sveip (Tier-5-kilder + smertepunkt + vokabular-oversettelse + arc-kontrakt) [skip-docs]
The «innenfra og ut» demand-sweep: the mechanism that FILLS the N6 reader fields
(readerQuestion/painPoint/saturation). Discovery finds "what happened"; this layer
translates it into "the problem the reader is stuck on".
- demand-spotter agent (agents 19->20, inherits session): three passes after
discovery, before drafting — demand-sweep -> pain-point map -> vocabulary translation.
- Tier 5 demand sources in config/trends-sources.template.md (inverse of Tier 1-4;
honest blind spots: YouTube API, Reddit approximate, HN/GitHub ground truth).
- demand signal on TrendRecord (strength + answered) — rankable twin of the verbatim
saturation text; additive-optional, store schema stays v4 (no migration).
- arc.ts (§4 output contract): groupIntoArcs (relatedIds transitive closure),
rankArcQuestions (etterspørsel x kan-svare x ikke-besvart), classifyMarketGap
(supply-gap != demand-gap != saturated). Pure + deterministic (TDD).
- arcs CLI verb + /linkedin:trends --demand mode (commands stay 30); morning brief
shows the per-candidate demand signal.
Suites: trends 276->300, test-runner 139->140, tsc clean. Others unchanged
(brain 134, hooks 140, tests 35, render 60).
MR-F9 built (bygget-men-ubevist) — the (a)/(b)/(c) evidence gate is a runtime
demonstration, proven consumer-side (plugin agents don't resolve in the dev repo).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014bE7VbkmR3cqHFEeGfzgwb
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2026-07-23 22:26:39 +02:00 |
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65b60337fe
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feat(linkedin-studio): N6 — forslags-lag i trends (angle/targetLevel/rationale/relatedIds + selected + --ids + F7/F9-felt actionability/verdict/readerQuestion/painPoint/saturation) [skip-docs]
Artikkelforslaget blir en persistert entitet (steg 2, A1-4) og godkjenningen får
et hjem (steg 3, A1-7) — før dette genererte agenten vinkel/begrunnelse som ble kastet.
Åtte additivt-valgfrie felt på TrendRecord/TrendInput/TrendItem:
- Forslag (A1-4/A1-5): angle · targetLevel (fritekst, brukerdefinert spenn — aldri enum) ·
rationale · relatedIds[] (flerkilde).
- F7 leser-side: actionability {formulated, note?} (N7-bånd-cap-gaten leser `formulated`) ·
verdict BÆRENDE/STØTTE/NYHET (lukket mekanisme-vokab).
- F9 leser-side: readerQuestion · painPoint · saturation (N7.5-sveipet fyller dem).
Ingen schema-bump: feltene er additivt-valgfrie, ingen record trenger migrering →
SCHEMA_VERSION forblir 4 (loadStore Math.max håndterer det). First-sight-persistering
(re-capture unionerer topics + re-scorer kun; klobrer aldri en triagert vinkel).
Validering: typede felt (verdict/actionability) feiler hardt ved malformert input;
fritekst/id-liste normaliseres lempelig (summary/topics-idiomet).
Livssyklus: TrendStatus += "selected" → new→selected→acted|skipped. Ny select-verb +
--ids-batch (act/skip/reset/select); partiell suksess = exit 0 + miss-rapport, all-miss = exit 2.
setStatusMany(): ren batch-mutasjon, per-id found/notFound.
Brief: forslagsfeltene rendres per kandidat (detaljert i topp-treff, kompakt token i bullets) +
ny «🚧 I produksjon»-seksjon (selected=valgt + acted=skrevet), pillar-uavhengig, deterministisk
sortert. selected/acted forlater arbeidskøen men vises i produksjons-boardet.
commands/trends.md Step 5 oppgradert: triage → Velg (select) / Skip, batchet per verb (--ids).
Trends-suite 245→266 (ny floor, +21 N6-tester). To eksisterende tester oppdatert for den
endrede brief-kontrakten (acted vises nå i I produksjon; ranking-descriptoren ekskluderer selected).
tsc rent. Roundtrip bevist: capture m/ alle felt → query → brief rendrer feltene → select → I produksjon.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01S7SQpXJpBSNvpWaTNq1kWZ
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2026-07-21 09:09:51 +02:00 |
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