Rapport d’audit du skill
technology-selection Rapport d’audit.
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 search, agentic workflows with tool calling, Copilot extensions, or custom model inference via ONNX Runtime to a .NET project. DO NOT USE FOR projects targeting .NET Framework (requires .NET 8+), the task is pure data engineering or ETL with no ML/AI component, or the project needs a custom deep learning training loop (use Python with PyTorch/TensorFlow, then export to ONNX for .NET inference).
Trust Score OpenAgentSkill
Trust Score OpenAgentSkill
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
Adoption GitHub
Validé94
5.3K stars GitHub
Activité stars/forks
Validé88
5.3K stars et 403 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé88
1 mois depuis le dernier push
Clarté de licence
Validé86
MIT
Complétude README/SKILL.md
Info76
Les métadonnées publiques nécessitent davantage de contexte README/SKILL.md
Risque dépendances/runtime
Avertissement56
credential or environment access, network or browser surface
Disponibilité de l’installation
Validé92
npx skills add dotnet/skills --skill technology-selection
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Échoué34
secrets or environment access, filesystem or document access
Preuve du dépôt
Validé86
https://github.com/dotnet/skills/tree/main/plugins/dotnet-ai/skills/technology-selection
État de revue
Info66
Données de revue IA disponibles
Résultats prouvés par Agent
Info54
Pas encore de données de résultats Agent
Vérifications
Revue d’installation et d’adoption
Chemin d’installation
92
npx skills add dotnet/skills --skill technology-selection
Dépôt
88
https://github.com/dotnet/skills/tree/main/plugins/dotnet-ai/skills/technology-selection
Licence
86
MIT
Maintenance
88
1 mois depuis le dernier push
Revue IA
55
The SKILL.md excerpt is truncated in the provided documentation, but the full repository likely contains complete content. No critical issues found.
Complétude README/SKILL.md
84
Usable description available
Risque de dépendances
56
credential or environment access, network or browser surface
Sécurité de la commande d’installation
92
Chemin d’installation standard de package ou runtime
Surface de permissions
34
secrets or environment access, filesystem or document access
Activité stars/forks
88
5.3K stars et 403 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
88
5.3K stars GitHub
Avertissements
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The SKILL.md excerpt is truncated in the provided documentation, but the full repository likely contains complete content. No critical issues found.
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- Dependency/runtime risk: credential or environment access, network or browser surface
- Permission surface: secrets or environment access, filesystem or document access
Méthode
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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