Laporan audit skill
yolo-training Laporan audit.
Use when training, fine-tuning, or validating Ultralytics YOLO models in Platform, cloud GPUs, or local code — model.train(), yolo train/val, remote metric streaming, epochs, batch, imgsz, devices, augmentation, multi-GPU, resumes, results, and fixing OOM, NaN loss, low mAP, or overfitting. For hyperparameter search and systematic improvement loops, see yolo-tuning.
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
Peringatan48
28 star GitHub
Aktivitas star/fork
Peringatan43
28 star dan 0 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus100
7 hari sejak push
Kejelasan lisensi
Lulus86
AGPL-3.0
Kelengkapan README/SKILL.md
Lulus86
Metadata memuat konteks penggunaan dan alur kerja yang cukup
Risiko dependensi/runtime
Info72
Cakupan eksekusi perintah
Ketersediaan pemasangan
Lulus92
npx skills add ultralytics/skills --skill yolo-training
Keamanan perintah pemasangan
Lulus92
Jalur pemasangan paket atau runtime standar
Cakupan izin
Peringatan50
shell or command execution, filesystem or document access
Bukti repositori
Lulus86
https://github.com/ultralytics/skills/tree/main/skills/yolo-training
Status peninjauan
Peringatan46
Persetujuan tinjauan AI belum ada
Hasil terbukti Agent
Info54
Belum ada data hasil Agent
Pemeriksaan
Tinjauan pemasangan dan adopsi
Jalur pemasangan
92
npx skills add ultralytics/skills --skill yolo-training
Repositori
88
https://github.com/ultralytics/skills/tree/main/skills/yolo-training
Lisensi
86
AGPL-3.0
Pemeliharaan
100
7 hari sejak push
Tinjauan AI
55
Review approval is missing
Kelengkapan README/SKILL.md
86
Usable description available
Risiko dependensi
72
Cakupan eksekusi perintah
Keamanan perintah pemasangan
92
Jalur pemasangan paket atau runtime standar
Cakupan izin
50
shell or command execution, filesystem or document access
Aktivitas star/fork
43
28 star dan 0 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Adopsi
42
28 star GitHub
Peringatan
- Permission surface may require sandboxing
- Low GitHub adoption signal
- Persetujuan tinjauan AI belum ada
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 28 GitHub stars
- Stars/forks activity: 28 stars, 0 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
- Review status: AI review approval is missing
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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