Laporan audit skill

mri-research-workflow Laporan audit.

End-to-end MRI research assistant — take a project from idea to a published paper, and help write it. Use this WHENEVER the user wants to plan or run an MRI (or MRI + machine-learning) study and publish it: literature survey and finding the gap, forming a hypothesis/claim, designing experiments (datasets, baselines, metrics, ablations), running them, analyzing results, making figures/tables, and drafting + submitting a manuscript to a venue such as CVPR, MICCAI, NeurIPS, or Magnetic Resonance in Medicine (MRM). It orchestrates the whole flow and hands off to the specialized MRI expert agents. Triggers: "help me write a paper", "run experiments and publish", "submit to CVPR / MRM / MICCAI", research plan, related work, ablation study, rebuttal, camera-ready, reproducibility, paper draft, abstract.

Ditinjau · TinjauPerlu ditinjauDihasilkan 14 Okt 2026Audit metadata heuristik
76
Audit
76
Kepercayaan
56
Kualitas
79
Keamanan
100
Maintain
92
Pasang

Trust Score OpenAgentSkill

76
Shortlist kuat

Trust Score OpenAgentSkill

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

Adopsi GitHub

Peringatan

48

26 star GitHub

Aktivitas star/fork

Peringatan

43

26 star dan 0 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

100

14 hari sejak push

Kejelasan lisensi

Lulus

86

MIT

Kelengkapan README/SKILL.md

Lulus

86

Metadata memuat konteks penggunaan dan alur kerja yang cukup

Risiko dependensi/runtime

Lulus

90

Tidak ada petunjuk risiko dependensi besar dalam metadata publik

Ketersediaan pemasangan

Lulus

92

npx skills add KeWang0622/mri-research-skill --skill mri-research-workflow

Keamanan perintah pemasangan

Lulus

92

Jalur pemasangan paket atau runtime standar

Cakupan izin

Info

72

filesystem or document access, network or browser access

Bukti repositori

Lulus

86

https://github.com/KeWang0622/mri-research-skill/tree/main/skills/mri-research-workflow

Status peninjauan

Peringatan

46

Persetujuan tinjauan AI belum ada

Hasil terbukti Agent

Info

54

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

7 Lulus · 10 Perlu ditinjau

Jalur pemasangan

92

Lulus

npx skills add KeWang0622/mri-research-skill --skill mri-research-workflow

Repositori

88

Lulus

https://github.com/KeWang0622/mri-research-skill/tree/main/skills/mri-research-workflow

Lisensi

86

Lulus

MIT

Pemeliharaan

100

Lulus

14 hari sejak push

Tinjauan AI

55

Periksa

Review approval is missing

Kelengkapan README/SKILL.md

86

Lulus

Usable description available

Risiko dependensi

90

Lulus

Tidak ada petunjuk risiko dependensi besar dalam metadata publik

Keamanan perintah pemasangan

92

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

72

Periksa

filesystem or document access, network or browser access

Aktivitas star/fork

43

Perbaiki

26 star dan 0 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

42

Periksa

26 star GitHub

Peringatan

  • Low GitHub adoption signal
  • Persetujuan tinjauan AI belum ada
  • Quality score needs review
  • GitHub adoption: 26 GitHub stars
  • Stars/forks activity: 26 stars, 0 forks; issue activity unavailable in current metadata
  • 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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