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).

Eksperimental · TinjauPerlu ditinjauDihasilkan 11 Okt 2026Audit metadata heuristik
80
Audit
74
Kepercayaan
82
Kualitas
74
Keamanan
88
Maintain
92
Pasang

Trust Score OpenAgentSkill

74
Shortlist kuat

Trust Score OpenAgentSkill

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

Adopsi GitHub

Lulus

94

5.3K star GitHub

Aktivitas star/fork

Lulus

88

5.3K star dan 403 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

88

1 bulan sejak push

Kejelasan lisensi

Lulus

86

MIT

Kelengkapan README/SKILL.md

Info

76

Metadata publik memerlukan konteks README/SKILL.md yang lebih kuat

Risiko dependensi/runtime

Peringatan

56

credential or environment access, network or browser surface

Ketersediaan pemasangan

Lulus

92

npx skills add dotnet/skills --skill technology-selection

Keamanan perintah pemasangan

Lulus

92

Jalur pemasangan paket atau runtime standar

Cakupan izin

Gagal

34

secrets or environment access, filesystem or document access

Bukti repositori

Lulus

86

https://github.com/dotnet/skills/tree/main/plugins/dotnet-ai/skills/technology-selection

Status peninjauan

Info

66

Data tinjauan AI tersedia

Hasil terbukti Agent

Info

54

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

8 Lulus · 10 Perlu ditinjau

Jalur pemasangan

92

Lulus

npx skills add dotnet/skills --skill technology-selection

Repositori

88

Lulus

https://github.com/dotnet/skills/tree/main/plugins/dotnet-ai/skills/technology-selection

Lisensi

86

Lulus

MIT

Pemeliharaan

88

Lulus

1 bulan sejak push

Tinjauan AI

55

Periksa

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

Lulus

Usable description available

Risiko dependensi

56

Perbaiki

credential or environment access, network or browser surface

Keamanan perintah pemasangan

92

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

34

Perbaiki

secrets or environment access, filesystem or document access

Aktivitas star/fork

88

Lulus

5.3K star dan 403 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

88

Lulus

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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