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Kjell Tore Guttormsen 09bc99eec8 feat(ms-ai-architect): G1 LUKKET — v3.1 judge MÅLT + ADOPTERT (P100/R100/0FP/0FN, max-utfall) 
45-veis v3.1 fan-out kjørt per runbook: 255 claims / 45 filer, 45 Opus-4.8-xhigh-
subagenter (live MS Learn, blinde for gull, én per fil), aggregert 255/255 rent →
deterministisk re-score mot G5b-korrigert gull.

Resultat: v3.1 = P 100,0 / R 100,0 / 0 FP / 0 FN / F1 1,000 (TP 42, TN 198) mot
v3-baren P 100,0 / R 92,9 / 3 FN. Alle 3 gjenstående FN fanget (R1 øvre-grense,
R7 last-bærende-streng, R8 fler-delt) UTEN én ny FP. Forhåndsregistrert gate
(hold P=100 ∧ løft R>92,9) klarert → v3.1 ADOPTERT som judge.

R1-«+»-floor-flagg over full populasjon avkreftet som FP-risiko: alle matchet gull
(decision-changing floors = outdated/TP; tette floors = correct/TN). §8 G1 lukket,
G2 avblokkert (v3.1 = prompt å wire i transform.mjs). Suite 641/641. [skip-docs]
2026-06-30 21:33:45 +02:00
..
c3-course-detection-plan.md docs(ms-ai-architect): C3 §8 besluttet (delegert) — spec GODKJENT, +fetch-robusthetskontrakt +removed full-enum-pin [skip-docs] 2026-06-23 12:42:22 +02:00
c3-course-detection-spike.md docs(ms-ai-architect): C3 Fase 0 — Learn Platform API auth-oppsett + spike kartlagt; STATE → spec neste [skip-docs] 2026-06-23 12:09:19 +02:00
cosmo-removal-brief-2026-06.md feat(ms-ai-architect): insertToc + backfill-toc applier (Fase 1b-verktøy) — store-fil-TOC foldet inn i Cosmo-utfasing 2026-06-26 11:43:30 +02:00
development.md feat(ms-ai-architect): Spor D steg 2 — score-skill CLI (--json/--gate/--skill) (TDD) 2026-06-23 17:16:44 +02:00
devils-advocate-audit-2026-06-18.md docs(ms-ai-architect): devil's-advocate-audit (10 dim, 89 verifiserte funn) 2026-06-18 12:00:34 +02:00
eu-ai-act-integration-handover.md chore(privacy): scrub real-org references from plugin internals (phase 2) 2026-05-03 04:28:15 +02:00
gap-analysis-2026-02.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
kb-mechanism-redesign-brief.md docs(ms-ai-architect): scope-brief for KB-mekanisme-redesign (neste fase) 2026-06-19 14:24:13 +02:00
kb-mechanism-redesign-plan.md fix(ms-ai-architect): Sesjon 11 — K1 trigger-presisjon, blindet judge PASS alle 5 2026-06-20 10:00:47 +02:00
kb-refresh-backlog-2026-06.md docs(ms-ai-architect): noter ref-fil innholdskvalitet-gap i backlog — Spor D scorer struktur/hygiene (K8/N3/N4/refCount), ikke substansiell korrekthet mot MS Learn; 3 retningsvalg å avklare før bygging 2026-06-26 00:12:04 +02:00
kb-refresh-cost-cluster-2026-06.md docs(ms-ai-architect): apply-brief critical cost-cluster KB-refresh (7 drift-rapporter) 2026-06-23 21:59:11 +02:00
kb-update-apply-brief.md docs(ms-ai-architect): STATE + brief — Medium-bøtte FERDIG (070141f) 2026-06-19 14:03:54 +02:00
kb-update-policy.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
okf-second-brain-brief-2026-06.md docs(ms-ai-architect): ratifiser OKF second-brain spec v0.1 + adapter lokal plan [skip-docs] 2026-06-29 09:46:10 +02:00
onboarding-redesign-brief.md test(ms-ai-architect): C2.4 lås K4 privat-sektor-paritet (regresjonsvakt) + omdøp feildøpt doc [skip-docs] 2026-06-22 17:39:11 +02:00
onboarding-redesign-plan.md test(ms-ai-architect): C2.4 lås K4 privat-sektor-paritet (regresjonsvakt) + omdøp feildøpt doc [skip-docs] 2026-06-22 17:39:11 +02:00
playground-ai-act-plan.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
playground-plan.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
playground-v2-spec.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
playground.md chore(ms-ai-architect): release v1.16.1 — KB-refresh (tema a+b+RBAC) 2026-06-23 21:33:28 +02:00
ref-kb-audit-2026-06.md docs(ms-ai-architect): ref-KB audit — verifisert ground truth + reproduserbart audit-skript 2026-06-26 00:25:39 +02:00
ref-kb-correctness-program-2026-06.md feat(ms-ai-architect): G1 LUKKET — v3.1 judge MÅLT + ADOPTERT (P100/R100/0FP/0FN, max-utfall) 2026-06-30 21:33:45 +02:00
ref-kb-direction-note-2026-06.md docs(ms-ai-architect): reconcile ref-KB named/folder-premiss — 169/220/0 autoritativt 2026-06-26 10:15:46 +02:00
ref-kb-gold-reconciliation-2026-06.md feat(ms-ai-architect): G5b gull-friskhets-spot-sjekk LUKKET — 4 v3-FP re-adjudert mot live, ALLE stale gull (v3 flagget korrekt), baseline løftet v3 P89.7/R92.1 → P100/R92.9/0FP; v3.1 forfattet (ren recall-hardning, FP-vakt droppet) [skip-docs] 2026-06-30 13:43:52 +02:00
ref-kb-workflow-plan-2026-06.md feat(ms-ai-architect): S1 v2 targeted iteration — GATE PASS (recall 84.2%, precision 84.2%) [skip-docs] 2026-06-26 21:23:50 +02:00
skill-eval-routine-improvement-2026-06.md docs(ms-ai-architect): skill-eval-rutine v2 brief — Pocock-lens + best-practice-triangulering (offisiell Anthropic + community-lintere); nytt spor, research-grunnet [skip-docs] 2026-06-30 12:52:03 +02:00
skill-lifecycle-spor-b-plan.md docs(ms-ai-architect): Spor B plan godkjent — skill-livssyklus (krav 5+6, omdefinert) 2026-06-20 11:09:11 +02:00
skill-quality-scoring-plan.md feat(ms-ai-architect): Spor D — skill-quality score-motor (ren lib + rubrikk grunnet i Anthropic) (TDD) 2026-06-23 16:57:31 +02:00
v3.1-fanout-runbook.md feat(ms-ai-architect): v3.1 fan-out resume-prep — deterministisk payload-generator (build-judge-payloads.mjs) + selvbærende runbook; torsdag = kun spawn+score [skip-docs] 2026-06-30 13:54:36 +02:00
windows-clone-to-pr-ros-guide.md test(ms-ai-architect): C2.4 lås K4 privat-sektor-paritet (regresjonsvakt) + omdøp feildøpt doc [skip-docs] 2026-06-22 17:39:11 +02:00