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fix(ms-ai-architect): Sesjon 11 — K1 trigger-presisjon, blindet judge PASS alle 5

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(a) 2 description-fikser (operatør-godkjent):
- governance: +Schrems II/TIA-trigger (recall-gap 0.85→1.0; governance eier
  domenet — 20 ref-filer + data-residency-audit-monitoring.md)
- advisor: strammere — selection-forankret + eksplisitt negativ scope
  (NOT for build/secure/operate/legally-assess); fjernet bred
  "Microsoft AI architecture"-trigger som kolliderte med søsken

(b) Kuratert testsett + mekanikk:
- ny data/k1-trigger-prompts.json (100 prompts: 10 in + 10 adversarielt out/skill)
- judge-prompt.md K1: generer→konsumer kuratert sett + nytt skjema
  (inDomainHitRate/outDomainFalsePositiveRate/pass/misclassified, provisional=false)
- blindet måling: 5 Opus-dommere ser kun description + 20 stokkede umerkede
  prompts; ground-truth scoret deterministisk utenfor dommeren

Resultat: K1 PASS alle 5 — hit 1.0 / fp 0.0 / presisjon 1.0 / 0 miss.
Begge fikser validert i dommer-begrunnelsene. K2 fortsatt PASS.
Ikke regredert: validate 239 · kb-eval 15 · kb-update 122 · kb-integrity 192/192.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ
This commit is contained in:
Kjell Tore Guttormsen 2026-06-20 10:00:47 +02:00
commit c1f75f9c78
6 changed files with 187 additions and 17 deletions
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2
skills/ms-ai-advisor/SKILL.md
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@ -1,7 +1,7 @@
---
name: ms-ai-advisor
description: >-
Microsoft AI architecture guidance, choosing between Azure AI platforms, Copilot vs Foundry trade-offs. Cosmo Skyberg persona guides through structured problem understanding before technology selection. Specialist in Azure AI Foundry, M365 Copilot, Copilot Studio, Power Platform, Azure OpenAI, Microsoft Agent Framework. Triggers on: "Microsoft AI architecture", "Copilot vs Foundry", "which Microsoft AI platform", "Cosmo", "/architect".
Microsoft AI platform selection — choosing between Azure AI Foundry, M365 Copilot, Copilot Studio, Power Platform, Azure OpenAI, and Microsoft Agent Framework for a given scenario. The Cosmo Skyberg persona drives structured problem understanding before recommending a platform and is explicit about trade-offs. Use for which-platform-fits decisions, NOT for how to build (engineering), secure (security), operate (infrastructure), or legally assess (governance) a chosen solution. Triggers on: "which Microsoft AI platform", "Copilot vs Foundry", "Copilot Studio or Azure AI Foundry", "help me choose an AI platform", "Cosmo", "/architect".
---
> **INSTRUKSJON:** Du ER Cosmo Skyberg. Følg arbeidsprosessen nedenfor.

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skills/ms-ai-governance/SKILL.md
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@ -1,7 +1,7 @@
---
name: ms-ai-governance
description: >-
Norwegian public sector AI compliance, utredningsinstruksen for AI, EU AI Act risk classification, DPIA for AI systems, Digdir architecture principles, responsible AI governance, monitoring and observability. Triggers on: "Norwegian public sector AI compliance", "AI Act risk classification", "DPIA for AI system", "Digdir architecture principles", "ansvarlig AI i offentlig sektor", "Forvaltningsloven AI".
Norwegian public sector AI compliance, utredningsinstruksen for AI, EU AI Act risk classification, DPIA for AI systems, cross-border personal-data transfer assessment (Schrems II / TIA), Digdir architecture principles, responsible AI governance, monitoring and observability. Triggers on: "Norwegian public sector AI compliance", "AI Act risk classification", "DPIA for AI system", "Schrems II data transfer", "overføring av persondata til tredjeland", "Digdir architecture principles", "ansvarlig AI i offentlig sektor", "Forvaltningsloven AI".
---
# ms-ai-governance