Laporan audit skill
technology-selection Laporan 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.
Adopsi GitHub
Lulus94
5.3K star GitHub
Aktivitas star/fork
Lulus88
5.3K star dan 403 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus88
1 bulan sejak push
Kejelasan lisensi
Lulus86
MIT
Kelengkapan README/SKILL.md
Info76
Metadata publik memerlukan konteks README/SKILL.md yang lebih kuat
Risiko dependensi/runtime
Peringatan56
credential or environment access, network or browser surface
Ketersediaan pemasangan
Lulus92
npx skills add dotnet/skills --skill technology-selection
Keamanan perintah pemasangan
Lulus92
Jalur pemasangan paket atau runtime standar
Cakupan izin
Gagal34
secrets or environment access, filesystem or document access
Bukti repositori
Lulus86
https://github.com/dotnet/skills/tree/main/plugins/dotnet-ai/skills/technology-selection
Status peninjauan
Info66
Data tinjauan AI tersedia
Hasil terbukti Agent
Info54
Belum ada data hasil Agent
Pemeriksaan
Tinjauan pemasangan dan adopsi
Jalur pemasangan
92
npx skills add dotnet/skills --skill technology-selection
Repositori
88
https://github.com/dotnet/skills/tree/main/plugins/dotnet-ai/skills/technology-selection
Lisensi
86
MIT
Pemeliharaan
88
1 bulan sejak push
Tinjauan AI
55
The SKILL.md excerpt is truncated in the provided documentation, but the full repository likely contains complete content. No critical issues found.
Kelengkapan README/SKILL.md
84
Usable description available
Risiko dependensi
56
credential or environment access, network or browser surface
Keamanan perintah pemasangan
92
Jalur pemasangan paket atau runtime standar
Cakupan izin
34
secrets or environment access, filesystem or document access
Aktivitas star/fork
88
5.3K star dan 403 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Adopsi
88
5.3K star GitHub
Peringatan
- 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
Metode
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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