Laporan audit skill

bulk-rnaseq Laporan audit.

End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon, featureCounts), assembles a gene-level counts matrix, then hands off to differential expression (pydeseq2), pathway/GSEA enrichment (pathway-enrichment), and publication figures (scientific-visualization). Use whenever the user has bulk RNA-seq reads or quant output and wants a complete, reproducible differential-expression workflow — e.g. "analyze my RNA-seq", "FASTQ to DESeq2", "run nf-core/rnaseq", "STAR/Salmon quantification", "build a counts matrix for DESeq2", or "go from reads to differentially expressed genes and enriched pathways". Routes between an nf-core/rnaseq (Nextflow) path and a standalone STAR/Salmon path, and covers experimental design, strandedness, and QC gates. For single-cell RNA-seq use the scanpy skill instead.

Eksperimental · TinjauPerlu ditinjauDihasilkan 14 Okt 2026Audit metadata heuristik
83
Audit
75
Kepercayaan
90
Kualitas
77
Keamanan
88
Maintain
92
Pasang

Trust Score OpenAgentSkill

75
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

100

38K star GitHub

Aktivitas star/fork

Lulus

97

38K star dan 3.6K fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

88

1 bulan 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

Info

62

command execution surface, external package install surface

Ketersediaan pemasangan

Lulus

92

npx skills add K-Dense-AI/scientific-agent-skills --skill bulk-rnaseq

Keamanan perintah pemasangan

Lulus

92

Jalur pemasangan paket atau runtime standar

Cakupan izin

Info

62

shell or command execution, filesystem or document access

Bukti repositori

Lulus

86

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/bulk-rnaseq

Status peninjauan

Info

66

Data tinjauan AI tersedia

Hasil terbukti Agent

Info

54

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

8 Lulus · 8 Perlu ditinjau

Jalur pemasangan

92

Lulus

npx skills add K-Dense-AI/scientific-agent-skills --skill bulk-rnaseq

Repositori

88

Lulus

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/bulk-rnaseq

Lisensi

86

Lulus

MIT

Pemeliharaan

88

Lulus

1 bulan sejak push

Tinjauan AI

55

Periksa

No critical security or compliance issues found.

Kelengkapan README/SKILL.md

86

Lulus

Usable description available

Risiko dependensi

62

Periksa

command execution surface, external package install surface

Keamanan perintah pemasangan

92

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

62

Periksa

shell or command execution, filesystem or document access

Aktivitas star/fork

97

Lulus

38K star dan 3.6K fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

88

Lulus

38K star GitHub

Financial decision safety

58

Periksa

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
  • No critical security or compliance issues found.
  • The skill relies on external bioinformatics tools and dependencies, but setup instructions are clear.
  • Financial research output is not financial advice; require human review before any live investment decision.

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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