feat(ms-ai-architect): Spor D steg A — eng+infra K10-fix → korpus-invariant ≥90 oppfylt

Skjerper ms-ai-infrastructure-description for å bryte build↔operate-overlappet
mot ms-ai-engineering (operatør-godkjent leaning, S38): "multi-region"→"cross-region"
og "edge AI architecture"→"edge AI deployment". Fjerner de delte distinktive tokenene
`multi` (vekt 0.5) og `architecture` (0.333) → eng↔infra combined 7.4167→6.5833 (< 7.0
terskel). Korpus-maks faller til 6.8333 (eng↔gov, pass). Begge edits sammen gir lavere
worst-case enn edit #1 alene (6.9167), derfor robust margin.

Resultat: K10-gulvet løftes for begge → eng 89→96, infra 89→96. ALLE 5 skills nå ≥90
(advisor 91, eng/gov/infra/sec 96). Korpus-invarianten (operatør-krav S38) oppfylt.

Judge-cache (🔑-regel): description-edit invaliderer infra K1. Re-judget mot det
operatør-kuraterte 20-settet — UENDRET 1.0/0.0/1.0 (edit fjerner kun tokens → kan ikke
gi falske positive; in-domain #2/#6 trigger fortsatt på BCDR/hybrid-vokabular).
K4/K7/K8/K9 uendret (body/refs urørt). Provenance oppdatert S11→S39.

Test: K10-real-five-testen pinnet pre-fix-baseline (eng+infra FAIL) — oppdatert til å
pinne korpus-invarianten (alle 5 pass, eng↔infra < 7.0). kb-eval 142/142, kb-update
316/316, validate 239/0, kb-integrity 192/0.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
Kjell Tore Guttormsen 2026-06-23 17:56:43 +02:00
commit a6ff17fd45
3 changed files with 20 additions and 11 deletions

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---
name: ms-ai-infrastructure
description: >-
Disaster recovery for AI workloads, multi-region Azure AI deployment, hybrid or edge AI architecture, sovereign cloud for Norway, offline-first AI patterns, AI infrastructure resilience. Covers BCDR, Azure Arc for AI, ONNX Runtime edge deployment, disconnected scenarios, Norwegian data sovereignty. Triggers on: "disaster recovery for AI workloads", "edge AI deployment", "sovereign cloud AI", "Azure Arc for AI", "BCDR for AI".
Disaster recovery for AI workloads, cross-region Azure AI deployment, hybrid or edge AI deployment, sovereign cloud for Norway, offline-first AI patterns, AI infrastructure resilience. Covers BCDR, Azure Arc for AI, ONNX Runtime edge deployment, disconnected scenarios, Norwegian data sovereignty. Triggers on: "disaster recovery for AI workloads", "edge AI deployment", "sovereign cloud AI", "Azure Arc for AI", "BCDR for AI".
---
> **INSTRUKSJON:** Denne ferdigheten dekker infrastrukturresiliens og driftsarkitektur for AI-arbeidsbelastninger.