Skill-Audit-Bericht
ai-research-explore Audit-Bericht.
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of `current_research` with auditable repo understanding, idea gating, fair comparison, and governed experiments written to `explore_outputs/`. Do not use for README-first trusted reproduction, open-ended direction finding, narrow code-only or run-only exploration, passive repo analysis, verified novelty claims, or implicit experimentation.
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
484 GitHub-Stars
Star-/Fork-Aktivität
Warnung57
484 Stars und 16 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
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Bestanden90
Keine wesentlichen Abhängigkeitsrisikohinweise in öffentlichen Metadaten
Installationsverfügbarkeit
Bestanden92
npx skills add lllllllama/RigorPilot-Skills --skill ai-research-explore
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Warnung50
shell or command execution, filesystem or document access
Repository-Nachweis
Bestanden86
https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/ai-research-explore
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add lllllllama/RigorPilot-Skills --skill ai-research-explore
Repository
88
https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/ai-research-explore
Lizenz
86
MIT
Wartung
88
1 Monate seit dem letzten Push
KI-Prüfung
55
SKILL.md references shared references under ../ai-research-reproduction/ which are not included in this submitted skill directory; if those files are not bundled or guaranteed present, the skill may not be fully operational.
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
90
Keine wesentlichen Abhängigkeitsrisikohinweise in öffentlichen Metadaten
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
50
shell or command execution, filesystem or document access
Star-/Fork-Aktivität
57
484 Stars und 16 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
68
484 GitHub-Stars
Warnungen
- Permission surface may require sandboxing
- SKILL.md references shared references under ../ai-research-reproduction/ which are not included in this submitted skill directory; if those files are not bundled or guaranteed present, the skill may not be fully operational.
- The skill delegates to other skills such as explore-code, explore-run, run-train, and analyze-project but does not clarify whether they are bundled, optional, or must be installed separately.
- No explicit setup or environment requirements are documented, such as where the isolated worktree should be created or what permissions are needed for executing runs and network lookups.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Stars/forks activity: 484 stars, 16 forks; issue activity unavailable in current metadata
- 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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