Rapport d’audit du skill
nemo-curator Rapport d’audit.
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.
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
13K stars GitHub
Activité stars/forks
Validé92
13K stars et 948 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé100
3 jours depuis le dernier push
Clarté de licence
Validé86
MIT
Complétude README/SKILL.md
Validé94
Les métadonnées incluent suffisamment de contexte d’usage et de workflow
Risque dépendances/runtime
Avertissement54
command execution surface, external package install surface
Disponibilité de l’installation
Validé92
npx skills add Orchestra-Research/AI-Research-SKILLs --skill nemo-curator
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Avertissement48
shell or command execution, filesystem or document access
Preuve du dépôt
Validé86
https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/main/05-data-processing/nemo-curator
État de revue
Avertissement50.9
L’approbation de revue IA est absente
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 Orchestra-Research/AI-Research-SKILLs --skill nemo-curator
Dépôt
88
https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/main/05-data-processing/nemo-curator
Licence
86
MIT
Maintenance
100
3 jours depuis le dernier push
Revue IA
55
Review approval is missing
Complétude README/SKILL.md
94
Usable description available
Risque de dépendances
54
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
48
shell or command execution, filesystem or document access
Activité stars/forks
92
13K stars et 948 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
88
13K stars GitHub
Avertissements
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- L’approbation de revue IA est absente
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Dependency/runtime risk: command execution surface, external package install surface
- Permission surface: shell or command execution, filesystem or document access
- Review status: AI review approval is missing
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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