{"slug":"dotnet-technology-selection","source_name":"dotnet/technology-selection","name":"Dotnet/Technology Selection","description":"Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX Runtime, and OllamaSharp. Covers the full spectrum from classic ML through modern LLM orchestration to local inference. Use when adding classification, regression, clustering, anomaly detection, recommendation, LLM integration (text generation, summarization, reasoning), RAG pipelines with vector searc","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":167.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T12:32:37.955067+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":86.4,"without_pass_pct":54.5,"tokens_delta_pct":167.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-09T12:32:37.955067+00:00","run_id":"8f2f9a53-8f11-4070-9074-3699eb8d1832","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"dc6a0919c646257cd299e07daacdcbcb6341b53d9ecb58cb791763ecee7949f9","raw_url":"https://app.decimal.ai/s/dotnet-technology-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/dotnet-technology-selection"}