linkedin-studio/docs/research-engine
Kjell Tore Guttormsen c40b937856 docs(linkedin-studio): RE-R3b brief + plan — trend lifecycle (re-score · status · seen-log), light-Voyage hardened
Slice (a) of the full-R3 build-out: the lifecycle layer over the trend store.
- re-score on re-capture (last-wins; R3a's explicit deferral)
- status new/acted/skipped (act/skip/reset CLI; brief excludes handled)
- seen-log surfacedCount/lastSurfacedAt (per-day idempotent, brief-recorded)

Architecture confirmed via AskUserQuestion: on-record seen-log + brief records
surfacing (rankForBrief stays pure, --no-mark dry-run) · last-score-wins ·
exclude acted/skipped. score.ts + item.ts untouched (re-score reuses the R3a
capture path); touched: types/store/brief/cli + schema v3->v4.

Light-Voyage hardened (3 Opus reviewers vs live code): scope-guardian ALIGNED;
brief-reviewer PROCEED_WITH_RISKS; plan-critic PROCEED_WITH_RISKS (78/B). All
folded — incl. the MAJOR (the brief CLI store binding hoist) + the v3->v4
migration-block reconcile (premise-verified before drafting).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011vmzxpsFpc8q19LaogAWLD
2026-06-26 00:44:47 +02:00
..
brief-re-r1.md docs(linkedin-studio): RE-R1 brief + plan — lift research-engine item-schema (B1) + triage-scorer (B2) to tested code (light-Voyage hardened) 2026-06-24 01:11:06 +02:00
brief-re-r2a.md docs(linkedin-studio): RE-R2a brief + plan — item→store capture bridge + publishedAt persistence (light-Voyage hardened, go-gate: wire) 2026-06-24 10:43:31 +02:00
brief-re-r2b.md docs(linkedin-studio): RE-R2b brief + plan — dated morning-brief artifact + session-start surfacing (light-Voyage hardened, go-gate: wire + English heading) 2026-06-24 11:45:20 +02:00
brief-re-r3a.md docs(linkedin-studio): RE-R3a brief + plan — persist relevance score + rank morning brief on it (light-Voyage hardened) 2026-06-24 13:43:02 +02:00
brief-re-r3b.md docs(linkedin-studio): RE-R3b brief + plan — trend lifecycle (re-score · status · seen-log), light-Voyage hardened 2026-06-26 00:44:47 +02:00
plan-re-r1.md docs(linkedin-studio): RE-R1 brief + plan — lift research-engine item-schema (B1) + triage-scorer (B2) to tested code (light-Voyage hardened) 2026-06-24 01:11:06 +02:00
plan-re-r2a.md docs(linkedin-studio): RE-R2a brief + plan — item→store capture bridge + publishedAt persistence (light-Voyage hardened, go-gate: wire) 2026-06-24 10:43:31 +02:00
plan-re-r2b.md docs(linkedin-studio): RE-R2b brief + plan — dated morning-brief artifact + session-start surfacing (light-Voyage hardened, go-gate: wire + English heading) 2026-06-24 11:45:20 +02:00
plan-re-r3a.md docs(linkedin-studio): RE-R3a brief + plan — persist relevance score + rank morning brief on it (light-Voyage hardened) 2026-06-24 13:43:02 +02:00
plan-re-r3b.md docs(linkedin-studio): RE-R3b brief + plan — trend lifecycle (re-score · status · seen-log), light-Voyage hardened 2026-06-26 00:44:47 +02:00