Rapport d’audit du skill
andrej-karpathy Rapport d’audit.
Applies the mental models and frameworks of Andrej Karpathy (deep learning, former Director of AI at Tesla, founding member of OpenAI, Eureka Labs). Use this skill whenever you are helping the user build neural networks from scratch, debug deep learning pipelines, evaluate AI agent workflows, design LLM apps, or navigate the transition to Software 3.0 (vibe coding). It is highly relevant for pedagogy (untangling complex knowledge), assessing AI capabilities vs. limitations (jagged intelligence, tokenization limits), and architectural decisions (end-to-end optimization vs. complex pipelines). Reach for this whenever discussing LLM training, autonomous systems, or AI-assisted coding.
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
Info62
122 stars GitHub
Activité stars/forks
Avertissement57
122 stars et 18 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé88
2 mois depuis le dernier push
Clarté de licence
Validé86
MIT
Complétude README/SKILL.md
Info76
Les métadonnées publiques nécessitent davantage de contexte README/SKILL.md
Risque dépendances/runtime
Info72
Accès aux identifiants ou variables d’environnement
Disponibilité de l’installation
Validé92
npx skills add K-Dense-AI/mimeographs --skill andrej-karpathy
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Avertissement46
secrets or environment access, filesystem or document access
Preuve du dépôt
Validé86
https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/andrej-karpathy
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/mimeographs --skill andrej-karpathy
Dépôt
88
https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/andrej-karpathy
Licence
86
MIT
Maintenance
88
2 mois depuis le dernier push
Revue IA
55
SKILL.md references `references/principles.md` and `references/mental-models.md`, but these files are not present in the submitted skill directory.
Complétude README/SKILL.md
84
Usable description available
Risque de dépendances
72
Accès aux identifiants ou variables d’environnement
Sécurité de la commande d’installation
92
Chemin d’installation standard de package ou runtime
Surface de permissions
46
secrets or environment access, filesystem or document access
Activité stars/forks
57
122 stars et 18 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
68
122 stars GitHub
Avertissements
- Permission surface may require sandboxing
- SKILL.md references `references/principles.md` and `references/mental-models.md`, but these files are not present in the submitted skill directory.
- The skill does not document explicit limitations or safe operating boundaries, though it is a mental-model/persona skill rather than a tool-executing workflow.
- The submission includes internal `_workspace` artifacts (critique files, generated JSON) that are not part of the skill itself and add clutter.
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- Stars/forks activity: 122 stars, 18 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, filesystem or document access
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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