Laporan audit skill
clean-data Laporan audit.
Interactive data profiling and cleaning assistant for medical research. Three-stage workflow (profile, flag, code-generate) with user approval gates at each step. Handles missing values, outliers, duplicates, and type mismatches in CSV/Excel clinical data. Does NOT auto-clean — all decisions require researcher confirmation.
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
Info62
291 star GitHub
Aktivitas star/fork
Info62
291 star dan 71 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
Info64
command execution surface, network or browser surface
Ketersediaan pemasangan
Lulus92
npx skills add Aperivue/medsci-skills --skill clean-data
Keamanan perintah pemasangan
Lulus92
Jalur pemasangan paket atau runtime standar
Cakupan izin
Peringatan48
shell or command execution, filesystem or document access
Bukti repositori
Lulus86
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
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 Aperivue/medsci-skills --skill clean-data
Repositori
88
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
Lisensi
86
MIT
Pemeliharaan
88
1 bulan sejak push
Tinjauan AI
55
The SKILL.md references a `/deidentify` skill that may not be available in the same repository; ensure it is present or provide a fallback for PHI handling.
Kelengkapan README/SKILL.md
84
Usable description available
Risiko dependensi
64
command execution surface, network or browser surface
Keamanan perintah pemasangan
92
Jalur pemasangan paket atau runtime standar
Cakupan izin
48
shell or command execution, filesystem or document access
Aktivitas star/fork
62
291 star dan 71 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Adopsi
68
291 star GitHub
Peringatan
- Permission surface may require sandboxing
- The SKILL.md references a `/deidentify` skill that may not be available in the same repository; ensure it is present or provide a fallback for PHI handling.
- The SKILL.md description mentions 'Categorical-implied zeros' but the excerpt is truncated; verify the full description is included in the final SKILL.md.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Permission surface: shell or command execution, 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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