Skill-Audit-Bericht
clean-data Audit-Bericht.
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.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub-Akzeptanz
Info62
291 GitHub-Stars
Star-/Fork-Aktivität
Info62
291 Stars und 71 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Bestanden88
1 Monate seit dem letzten Push
Lizenzklarheit
Bestanden86
MIT
README/SKILL.md-Vollständigkeit
Info76
Öffentliche Metadaten benötigen mehr README/SKILL.md-Kontext
Abhängigkeits-/Laufzeitrisiko
Info64
command execution surface, network or browser surface
Installationsverfügbarkeit
Bestanden92
npx skills add Aperivue/medsci-skills --skill clean-data
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Warnung48
shell or command execution, filesystem or document access
Repository-Nachweis
Bestanden86
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add Aperivue/medsci-skills --skill clean-data
Repository
88
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
Lizenz
86
MIT
Wartung
88
1 Monate seit dem letzten Push
KI-Prüfung
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.
README/SKILL.md-Vollständigkeit
84
Usable description available
Abhängigkeitsrisiko
64
command execution surface, network or browser surface
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
48
shell or command execution, filesystem or document access
Star-/Fork-Aktivität
62
291 Stars und 71 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
68
291 GitHub-Stars
Warnungen
- 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
Methode
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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