Laporan audit skill
pymc-bayesian-modeling Laporan audit.
Bayesian modeling with PyMC 5: priors, likelihood, NUTS/ADVI sampling, diagnostics (R-hat, ESS), LOO/WAIC comparison, prediction. Hierarchical, logistic, GP variants; predictive checks.
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
359 star GitHub
Aktivitas star/fork
Peringatan57
359 star dan 35 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus88
2 bulan sejak push
Kejelasan lisensi
Lulus86
Apache-2.0
Kelengkapan README/SKILL.md
Lulus86
Metadata memuat konteks penggunaan dan alur kerja yang cukup
Risiko dependensi/runtime
Info62
command execution surface, external package install surface
Ketersediaan pemasangan
Lulus92
npx skills add jaechang-hits/SciAgent-Skills --skill pymc-bayesian-modeling
Keamanan perintah pemasangan
Lulus92
Jalur pemasangan paket atau runtime standar
Cakupan izin
Info76
Eksekusi shell atau perintah
Bukti repositori
Lulus86
https://github.com/jaechang-hits/SciAgent-Skills/tree/main/skills/biostatistics/pymc-bayesian-modeling
Status peninjauan
Lulus88
Data tinjauan AI tersedia
Hasil terbukti Agent
Info54
Belum ada data hasil Agent
Pemeriksaan
Tinjauan pemasangan dan adopsi
Jalur pemasangan
92
npx skills add jaechang-hits/SciAgent-Skills --skill pymc-bayesian-modeling
Repositori
88
https://github.com/jaechang-hits/SciAgent-Skills/tree/main/skills/biostatistics/pymc-bayesian-modeling
Lisensi
86
Apache-2.0
Pemeliharaan
88
2 bulan sejak push
Tinjauan AI
88
Approved with no listed issues
Kelengkapan README/SKILL.md
86
Usable description available
Risiko dependensi
62
command execution surface, external package install surface
Keamanan perintah pemasangan
92
Jalur pemasangan paket atau runtime standar
Cakupan izin
76
Eksekusi shell atau perintah
Aktivitas star/fork
57
359 star dan 35 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Adopsi
68
359 star GitHub
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Peringatan
- Financial research output is not financial advice; require human review before any live investment decision
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Stars/forks activity: 359 stars, 35 forks; issue activity unavailable in current metadata
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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