Rapport d’audit du skill
bulk-rnaseq Rapport d’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.
Trust Score OpenAgentSkill
Trust Score OpenAgentSkill
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
Adoption GitHub
Validé100
38K stars GitHub
Activité stars/forks
Validé97
38K stars et 3.6K forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé88
1 mois depuis le dernier push
Clarté de licence
Validé86
MIT
Complétude README/SKILL.md
Validé86
Les métadonnées incluent suffisamment de contexte d’usage et de workflow
Risque dépendances/runtime
Info62
command execution surface, external package install surface
Disponibilité de l’installation
Validé92
npx skills add K-Dense-AI/scientific-agent-skills --skill bulk-rnaseq
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Info62
shell or command execution, filesystem or document access
Preuve du dépôt
Validé86
https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/bulk-rnaseq
État de revue
Info66
Données de revue IA disponibles
Résultats prouvés par Agent
Info54
Pas encore de données de résultats Agent
Vérifications
Revue d’installation et d’adoption
Chemin d’installation
92
npx skills add K-Dense-AI/scientific-agent-skills --skill bulk-rnaseq
Dépôt
88
https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/bulk-rnaseq
Licence
86
MIT
Maintenance
88
1 mois depuis le dernier push
Revue IA
55
No critical security or compliance issues found.
Complétude README/SKILL.md
86
Usable description available
Risque de dépendances
62
command execution surface, external package install surface
Sécurité de la commande d’installation
92
Chemin d’installation standard de package ou runtime
Surface de permissions
62
shell or command execution, filesystem or document access
Activité stars/forks
97
38K stars et 3.6K forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
88
38K stars GitHub
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Avertissements
- 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.
Méthode
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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