ktg-plugin-marketplace/plugins/ms-ai-architect/scripts/skill-gen/state.json

{
  "started": "2026-02-03T15:13:03+01:00",
  "completed": [
    "rag-core-patterns",
    "azure-ai-search-setup",
    "embedding-models-selection",
    "vector-indexing-techniques",
    "chunking-strategies",
    "hybrid-search-configuration",
    "semantic-ranker-reranking",
    "citation-tracking",
    "rag-evaluation-frameworks",
    "multi-index-federation",
    "rag-security-rbac",
    "rag-caching-optimization",
    "metadata-management-filtering",
    "graphrag-knowledge-graphs",
    "rag-query-understanding",
    "rag-context-windows",
    "streaming-rag-responses",
    "rag-iterative-refinement",
    "rag-enterprise-scale",
    "rag-document-preprocessing",
    "rag-hallucination-mitigation",
    "rag-cost-optimization",
    "azure-ai-vision-ocr-processing",
    "azure-ai-vision-image-analysis",
    "document-intelligence-prebuilt-models",
    "document-intelligence-custom-models",
    "speech-services-speech-to-text",
    "speech-services-text-to-speech",
    "speech-services-speaker-recognition",
    "language-services-text-analytics",
    "language-services-question-answering",
    "language-services-custom-text-classification",
    "translator-document-translation",
    "translator-custom-neural-models",
    "content-understanding-multimodal-analysis",
    "ai-services-networking-security",
    "ai-services-monitoring-logging",
    "ai-services-api-best-practices",
    "ai-services-governance-compliance",
    "ai-services-cost-optimization",
    "ai-services-enterprise-architecture",
    "ai-services-vs-foundry-tools-selection",
    "responsible-ai-framework-overview",
    "ai-act-compliance-guide",
    "bias-detection-mitigation-strategies",
    "ai-governance-structure-framework",
    "ai-center-of-excellence-setup",
    "red-teaming-ai-models",
    "model-explainability-interpretability",
    "content-safety-implementation",
    "ai-impact-assessment-framework",
    "transparency-documentation-standards",
    "gdpr-compliance-ai-systems",
    "algorithmic-accountability-auditability",
    "fairness-testing-measurement",
    "ai-ethics-in-public-sector",
    "model-monitoring-drift-detection",
    "stakeholder-communication-ai-decisions",
    "ai-risk-taxonomy-classification",
    "responsible-ai-policy-development",
    "data-quality-responsible-ai",
    "human-in-the-loop-oversight",
    "responsible-ai-training-awareness",
    "continuous-improvement-feedback-loops",
    "declarative-agents-fundamentals",
    "custom-engine-agents-development",
    "copilot-studio-topics-and-entities",
    "microsoft-graph-api-copilot-integration",
    "copilot-connectors-design-patterns",
    "mcp-protocol-copilot-studio",
    "teams-copilot-message-extensions",
    "sharepoint-copilot-agents",
    "m365-copilot-plugins-ecosystem",
    "copilot-orchestration-multi-agent",
    "copilot-dlp-and-governance",
    "copilot-analytics-and-usage-insights",
    "copilot-prompt-engineering-governance",
    "declarative-agents-grounding-strategies",
    "copilot-studio-nlp-configuration",
    "copilot-extensibility-security-patterns",
    "power-automate-copilot-integration",
    "copilot-context-window-optimization",
    "adaptive-cards-copilot-responses",
    "copilot-api-rate-limiting-resilience",
    "copilot-studio-localization-globalization",
    "enterprise-governance-copilot-deployment",
    "system-message-design-patterns",
    "few-shot-learning-techniques",
    "chain-of-thought-prompting",
    "reasoning-models-o1-o3-optimization",
    "structured-output-formatting",
    "function-calling-and-tool-use",
    "grounding-and-knowledge-injection",
    "temperature-sampling-and-parameters",
    "token-optimization-and-efficiency",
    "prompt-testing-and-evaluation",
    "adversarial-prompting-and-jailbreaks",
    "multi-turn-conversation-management",
    "role-playing-and-persona-techniques",
    "error-handling-and-fallback-prompting",
    "domain-specific-prompt-optimization",
    "multimodal-prompt-design",
    "real-time-reasoning-performance",
    "regulatory-and-compliance-prompting",
    "token-counting-optimization",
    "semantic-caching-patterns",
    "reserved-capacity-planning",
    "model-selection-price-performance",
    "ptu-vs-paygo-economics",
    "batch-processing-cost-reduction",
    "azure-cost-management-ai",
    "request-batching-aggregation",
    "prompt-engineering-cost-reduction",
    "vector-storage-cost-optimization",
    "ai-builder-credits-transition",
    "cost-allocation-chargeback",
    "budget-forecasting-ai-projects",
    "small-language-models-economics",
    "rag-query-cost-reduction",
    "azure-ai-foundry-cost-governance",
    "multi-model-strategy-costs",
    "inference-endpoint-cost-optimization",
    "licensing-compliance-cost-avoidance",
    "observability-cost-reduction",
    "mlops-fundamentals-overview",
    "azure-ml-pipelines-orchestration",
    "model-versioning-registry-management",
    "ci-cd-for-ml-models",
    "contextual-retrieval",
    "late-chunking-patterns",
    "hierarchical-rag-patterns",
    "agentic-rag-patterns",
    "self-reflective-rag",
    "multimodal-rag",
    "model-evaluation-frameworks",
    "ab-testing-llm-applications",
    "data-drift-monitoring-detection",
    "model-drift-performance-degradation",
    "automated-retraining-pipelines",
    "prompt-flow-production-deployment",
    "model-deployment-strategies-azure",
    "inferencing-optimization-caching",
    "llm-evaluation-production",
    "monitoring-observability-ml-systems",
    "governance-audit-ml-operations",
    "genaiops-llm-specific-practices",
    "cost-optimization-mlops-pipelines",
    "infrastructure-as-code-mlops",
    "mlops-security-access-control",
    "feedback-loops-continuous-improvement",
    "responsible-ai-mlops-integration",
    "mlops-teams-collaboration-tools",
    "utredningsinstruksen-ai-methodology",
    "forvaltningsloven-ai-decisions",
    "digdir-principle-1-user-centric-design",
    "digdir-principle-2-interoperability",
    "digdir-principle-4-trust-security",
    "digital-samhandling-eif-5-layers",
    "dpia-norwegian-methodology-ai",
    "ros-analyse-ai-systems",
    "nsm-grunnprinsipper-ai-mapping",
    "anskaffelser-ai-procurement-framework",
    "gevinstrealisering-ai-projects",
    "norge-ai-strategy-government",
    "digdir-ai-governance-structure",
    "statistical-ethics-ssa-methodology",
    "public-sector-ai-ethics-framework",
    "accessibility-requirements-wcag-norway",
    "copyright-ai-training-data-norway",
    "budget-and-accounting-ai-costs",
    "digital-accessibility-action-plan",
    "citizen-communication-ai-decisions",
    "prompt-injection-defense-patterns",
    "jailbreak-prevention-production",
    "content-safety-filter-calibration",
    "pii-detection-norwegian-context",
    "ai-threat-modeling-stride",
    "ai-security-scoring-framework",
    "ai-incident-response-procedures",
    "output-validation-grounding-verification",
    "zero-trust-ai-services",
    "data-leakage-prevention-ai",
    "adversarial-input-robustness-testing",
    "model-fingerprinting-watermarking",
    "secure-model-deployment-hardening",
    "ai-red-team-operations-practical",
    "supply-chain-security-ai-models",
    "azure-monitor-setup-ai-workloads",
    "application-insights-llm-monitoring",
    "token-usage-tracking-attribution",
    "anomaly-detection-ai-systems",
    "custom-dashboards-ai-operations",
    "log-analytics-kql-ai-queries",
    "distributed-tracing-ai-pipelines",
    "sla-monitoring-ai-services",
    "model-performance-drift-detection",
    "security-and-audit-logging-ai",
    "cost-monitoring-cost-attribution",
    "response-quality-metrics-rag",
    "endpoint-health-and-capacity-planning",
    "real-time-streaming-monitoring",
    "compliance-monitoring-ai-governance",
    "alerting-strategies-escalation",
    "observability-for-copilot-extensions",
    "data-residency-audit-monitoring",
    "multi-agent-orchestration-patterns",
    "agent-to-agent-communication",
    "semantic-kernel-agents-implementation",
    "agent-memory-and-context-management",
    "tool-use-and-function-calling-patterns",
    "agent-autonomy-and-control-governance",
    "agent-365-governance-and-deployment",
    "agent-evaluation-testing-frameworks",
    "autonomous-workflow-automation-patterns"
  ],
  "failed": [],
  "skipped": [],
  "stats": {
    "total_generated": 214,
    "total_failed": 0,
    "total_skipped": 0,
    "total_bytes": 4673862
  }
}