Laporan audit skill

celltype-specificity-profiler Laporan audit.

Given a gene and a single-cell atlas, compute how cell-type-specific its expression is — the tau specificity index, Sarle's expression bimodality coefficient, and the cell types that drive the signal; a pure analytic transform that chains downstream of scrna-embedding.

Eksperimental · TinjauPerlu ditinjauDihasilkan 13 Okt 2026Audit metadata heuristik

Audit

Kepercayaan

Kualitas

Keamanan

Maintain

Pasang

Trust Score OpenAgentSkill

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

1.1K star GitHub

Aktivitas star/fork

Lulus

1.1K star dan 259 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

1 bulan sejak push

Kejelasan lisensi

Lulus

MIT

Kelengkapan README/SKILL.md

Lulus

Metadata memuat konteks penggunaan dan alur kerja yang cukup

Risiko dependensi/runtime

Info

command execution surface, network or browser surface

Ketersediaan pemasangan

Lulus

npx skills add ClawBio/ClawBio --skill celltype-specificity-profiler

Keamanan perintah pemasangan

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

Peringatan

shell or command execution, filesystem or document access

Bukti repositori

Lulus

https://github.com/ClawBio/ClawBio/tree/main/skills/celltype-specificity-profiler

Status peninjauan

Info

Data tinjauan AI tersedia

Hasil terbukti Agent

Info

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

8 Lulus · 9 Perlu ditinjau

Jalur pemasangan

Lulus

npx skills add ClawBio/ClawBio --skill celltype-specificity-profiler

Repositori

Lulus

https://github.com/ClawBio/ClawBio/tree/main/skills/celltype-specificity-profiler

Lisensi

Lulus

MIT

Pemeliharaan

Lulus

1 bulan sejak push

Tinjauan AI

Periksa

The `atlas` input is marked `required: false` in metadata, but the description and CLI imply it is required unless `--demo` is used. This could confuse users.

Kelengkapan README/SKILL.md

Lulus

Usable description available

Risiko dependensi

Periksa

command execution surface, network or browser surface

Keamanan perintah pemasangan

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

Perbaiki

shell or command execution, filesystem or document access

Aktivitas star/fork

Lulus

1.1K star dan 259 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

Lulus

1.1K star GitHub

Peringatan

Permission surface may require sandboxing
The `atlas` input is marked `required: false` in metadata, but the description and CLI imply it is required unless `--demo` is used. This could confuse users.
The output description mentions an 'optional trial prior' but no input parameter for it is defined in the metadata or CLI.
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.

Jalur pemasangan

Tinjau laporan sebelum memasang pada Agent produksi.

$ npx skills add ClawBio/ClawBio --skill celltype-specificity-profiler

Metadata yang dapat dibaca Agent

Paket keputusan mesin

JSON tersemat menyediakan tugas dan Agent yang sesuai, perintah pemasangan, skor kepercayaan, gerbang keamanan, alternatif, serta kondisi jangan gunakan untuk ditinjau Agent.

Kebijakan pemasangan: Tinjau
Agent terbaik: Codex + Claude Code
Alternatif: 3

Buka JSON Agent

Sinyal

Skor audit: 78/100
Quality: 75/100
Trust: 72/100
Install safety: 92/100
Cakupan izin: 48/100
Pemeliharaan: 1 bulan sejak push
Event: 15 event
Star GitHub: 1.1K
Push terakhir: 4 Sep 2026

Keamanan Agent v2

50/100 · Hindari pemasangan otomatis

EksperimentalTinjau

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
skor keamanan Agent 50/100

Eksekusi shell atau perintah

Tinggi

Metadata skill merujuk terminal, CLI, shell, subprocess, atau alur kerja eksekusi perintah.

Akses jaringan

Sedang

Skill kemungkinan mengambil halaman jarak jauh, API, repositori, atau layanan eksternal.

Akses sistem file

Sedang

Skill dapat membaca atau menulis file proyek, dokumen, artefak yang dihasilkan, atau status workspace lokal.

Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
Permission surface may require sandboxing

Kembali ke skill Alternatif Badge audit SVG

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