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feat(ms-ai-architect): R20 — Category-backfill på 25 kategorisløse ref-filer via insertMetaField [skip-docs]

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Ny testet primitiv transform.insertMetaField (anker + 500B-back-off som insertHeaderFields, idempotent på eksakt label, body byte-identisk; 6 tester) + backfill-category.mjs (deterministisk folder->category-regel, hard per-fil-invariant, insert-only, aborterer for skriving ved avvik).

Fordeling: 14 Solution Architecture & Advisory (architecture/), 6 Microsoft AI Platforms (platforms/+development/), 4 Responsible AI & Governance, 1 MLOps & GenAIOps. Label = engelsk Category (322 vs 42 Kategori). Eksisterende recommended-mcp-servers/rag-maturity-model urort.

Roadmap: R20 done + R21 (Status/Last-updated not-due) encoded. Verifisering: 0 kategorislose filer (var 25); diff +25/-0; idempotent re-run; suite 764/764 exit 0.
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Kjell Tore Guttormsen 2026-07-06 07:39:54 +02:00
commit a583599ab1
29 changed files with 262 additions and 1 deletions
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skills/ms-ai-advisor/references/architecture/adr-template.md
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**Last updated:** 2026-06-24 (research via microsoft-learn MCP)
**Format:** MADR (Markdown Any Decision Records) v3.0
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/ai-utredning-template.md
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**Sist oppdatert:** 2026-06-24 (v1.0)
**Målgruppe:** Løsningsarkitekter, prosjektledere og beslutningstagere i norsk offentlig sektor
**Format:** Strukturert utredningsmal basert på utredningsinstruksen, Digdirs arkitekturprinsipper, rammeverk for digital samhandling og EU AI Act
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/alternativanalyse-methodology.md
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**Sist oppdatert:** 2026-02 (v1.0)
**Målgruppe:** Arkitekter som gjennomfører AI-arkitekturutredninger for norsk offentlig sektor
**Regulatorisk forankring:** Utredningsinstruksen (2016), DFOs veileder til utredningsinstruksen
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/capacity-feasibility-benchmarks.md
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**Sist oppdatert:** 2026-02 (v1.0)
**Målgruppe:** Arkitekter og prosjektledere som vurderer gjennomførbarhet av AI-prosjekter i norsk offentlig sektor
**Formål:** Gi konkrete benchmarks for kompetansevurdering, tidsplanvalidering, risikovurdering og MVP-avgrensning
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/cost-models.md
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**Last updated:** 2026-06 (token-pris-tabell strippet → kanonisk register; scenario-utregninger korrigert)
**Disclaimer:** Prices change frequently. Always verify at azure.microsoft.com/pricing
**Prissannhet:** Rå token-priser eies av `deterministic-cost-calculation-model.md` §1.1 — ikke dupliser tabeller her.
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/decision-trees.md
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# Decision Trees for Microsoft AI
**Category:** Solution Architecture & Advisory
Akkumulerte beslutningstrær og arkitekturmønstre for Microsoft AI-stakken.

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skills/ms-ai-advisor/references/architecture/diagram-prompt-templates.md
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**Sist oppdatert:** 2026-02 (v1.0)
**Målgruppe:** diagram-generation-agent
**Format:** Prompt-maler for `mcp__mcp-image__generate_image` (Imagen 3 / Nano Banana Pro)
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/licensing-matrix.md
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**Last updated:** 2026-06-24 (research via microsoft-learn MCP)
**Disclaimer:** Licensing changes frequently. Verify at microsoft.com/licensing
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/migration-patterns.md
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# Migration Patterns - Microsoft AI Platforms
**Last updated:** 2026-06-24 (research via microsoft-learn MCP)
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/poc-template.md
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# POC Template - Microsoft AI Projects
**Last updated:** 2026-06-24 (research via microsoft-learn MCP)
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/public-sector-checklist.md
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**Last updated:** 2026-06-24 (research via microsoft-learn MCP + WebSearch)
**Målgruppe:** Arkitekter som rådgiver norske offentlige virksomheter
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/regional-availability-verification.md
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**Sist oppdatert:** 2026-06-24 (v1.0)
**Målgruppe:** Arkitekter som verifiserer Azure-tjenestetilgjengelighet for norsk offentlig sektor
**Datakilde:** Microsoft Learn (MCP-verifisert 2026-06-24), Azure Products by Region
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/architecture/security.md
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# Security for Microsoft AI Solutions
**Last updated:** 2026-06-24 | Verified: MCP 2026-06-24
**Category:** Solution Architecture & Advisory
Omfattende guide til sikkerhet, compliance og governance for AI-løsninger i Microsoft-økosystemet.

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skills/ms-ai-advisor/references/architecture/source-traceability-assumption-register.md
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**Sist oppdatert:** 2026-02 (v1.0)
**Målgruppe:** Arkitekter som utarbeider AI-arkitekturvurderinger og utredninger
**Formål:** Sikre sporbarhet, transparens og etterprøvbarhet i arkitekturvurderinger
**Category:** Solution Architecture & Advisory
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skills/ms-ai-advisor/references/development/agent-framework.md
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**Last updated:** 2026-06-24
**Status:** Generelt tilgjengelig (kjerne-SDK). Multi-agent workflows/orkestrering er under aktiv utvikling — deler er i preview/experimental.
**Category:** Microsoft AI Platforms
> **Verifisert 2026-06-24 mot Microsoft Learn (`learn.microsoft.com/agent-framework/`).** Hele API-flaten er korrigert: tidligere utgaver av denne filen brukte oppdiktede imports (`azure.ai.agent`, `azure.ai.foundry.FoundryClient/FoundryTools`, `Swarm`/`Handoff`, `Memory`, `@checkpoint`, `enable_tracing`). Det korrekte SDK-et er pakken `agent-framework` (Python) / `Microsoft.Agents.AI` (.NET).

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skills/ms-ai-advisor/references/platforms/azure-ai-foundry.md
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**Last updated:** 2026-06-24 (modellkatalog reconciled mot `model-catalog-2026.md`; øvrig innhold research via microsoft-learn MCP juni 2026)
**Status:** GA (General Availability) — rebrandet til Microsoft Foundry desember 2025
**Source:** https://learn.microsoft.com/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure
**Category:** Microsoft AI Platforms
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skills/ms-ai-advisor/references/platforms/copilot-studio.md
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**Last updated:** 2026-06-19 (research via microsoft-learn MCP)
**Status:** GA (General Availability)
**Category:** Microsoft AI Platforms
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skills/ms-ai-advisor/references/platforms/m365-copilot.md
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**Last updated:** 2026-06-19 (research via microsoft-learn MCP)
**Status:** GA (General Availability)
**Category:** Microsoft AI Platforms
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skills/ms-ai-advisor/references/platforms/model-catalog-2026.md
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**Last updated:** 2026-06-18 (live-verifisert mot Microsoft Learn region-tabeller)
**Status:** Aktiv — dekker modeller i Microsoft Foundry per 2026-06; Norway East-tilgjengelighet verifisert per deployment-type mot «Region availability for Foundry Models sold by Azure»
**Category:** Microsoft AI Platforms
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skills/ms-ai-advisor/references/platforms/power-platform.md
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**Last updated:** 2026-06-19
**Status:** GA (General Availability)
**Category:** Microsoft AI Platforms
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skills/ms-ai-engineering/references/mlops-genaiops/model-deployment-strategies-azure.md
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**Konfidensgrad:** ⚡️⚡️⚡️ Høy (basert på Microsoft Learn + offisielle code samples)
**Type:** reference
**Source:** https://learn.microsoft.com/azure/machine-learning/concept-model-management-and-deployment
**Category:** MLOps & GenAIOps
**Last updated:** 2026-04

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skills/ms-ai-governance/references/responsible-ai/ai-act-classification-methodology.md
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# EU AI Act — Systematisk Klassifiseringsmetodikk
**Type:** regulatory
**Category:** Responsible AI & Governance
Last updated: 2026-06-18
Status: GA

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skills/ms-ai-governance/references/responsible-ai/ai-act-deployer-obligations.md
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# EU AI Act — Forpliktelser for Brukere (Deployers)
**Type:** regulatory
**Category:** Responsible AI & Governance
Last updated: 2026-06-18
Status: GA

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skills/ms-ai-governance/references/responsible-ai/ai-act-fria-template.md
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# FRIA-mal — Fundamental Rights Impact Assessment (Art. 27)
**Type:** template
**Category:** Responsible AI & Governance
Last updated: 2026-02
Status: GA

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skills/ms-ai-governance/references/responsible-ai/ai-act-provider-obligations.md
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# EU AI Act — Forpliktelser for Tilbydere (Providers)
**Type:** regulatory
**Category:** Responsible AI & Governance
Last updated: 2026-06-18
Status: GA