Rapport d’audit du skill
clean-data Rapport d’audit.
Interactive data profiling and cleaning assistant for medical research. Three-stage workflow (profile, flag, code-generate) with user approval gates at each step. Handles missing values, outliers, duplicates, and type mismatches in CSV/Excel clinical data. Does NOT auto-clean — all decisions require researcher confirmation.
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
291 stars GitHub
Activité stars/forks
Info62
291 stars et 71 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
Info76
Les métadonnées publiques nécessitent davantage de contexte README/SKILL.md
Risque dépendances/runtime
Info64
command execution surface, network or browser surface
Disponibilité de l’installation
Validé92
npx skills add Aperivue/medsci-skills --skill clean-data
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/Aperivue/medsci-skills/tree/main/skills/clean-data
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 Aperivue/medsci-skills --skill clean-data
Dépôt
88
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
Licence
86
MIT
Maintenance
88
1 mois depuis le dernier push
Revue IA
55
The SKILL.md references a `/deidentify` skill that may not be available in the same repository; ensure it is present or provide a fallback for PHI handling.
Complétude README/SKILL.md
84
Usable description available
Risque de dépendances
64
command execution surface, network or browser 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
62
291 stars et 71 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
68
291 stars GitHub
Avertissements
- Permission surface may require sandboxing
- The SKILL.md references a `/deidentify` skill that may not be available in the same repository; ensure it is present or provide a fallback for PHI handling.
- The SKILL.md description mentions 'Categorical-implied zeros' but the excerpt is truncated; verify the full description is included in the final SKILL.md.
- 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
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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