Skill-Audit-Bericht
hypothesis-gen Audit-Bericht.
Use when the user wants to generate and literature-vet a pool of novel, testable research hypotheses for a question or domain. A multi-agent loop: a Generator proposes candidate hypotheses, a LiteratureScout grounds each in real retrieved literature (already known? closest prior work? what gap does it fill?), and a Judge scores them against a fixed rubric and keeps the strong, non-duplicate ones; rounds repeat — mutating toward the open gaps — until fresh rounds stop adding keepers. Not for sharpening or decomposing a research question (no grounding/scoring there), and not for grading an existing written proposal against the literature.
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
163 GitHub-Stars
Star-/Fork-Aktivität
Warnung57
163 Stars und 19 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Info76
4 Monate seit dem letzten Push
Lizenzklarheit
Bestanden86
MIT
README/SKILL.md-Vollständigkeit
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Info64
credential or environment access, network or browser surface
Installationsverfügbarkeit
Bestanden92
npx skills add gaasher/Agent-Loop-Skills --skill hypothesis-gen
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Fehlgeschlagen34
secrets or environment access, filesystem or document access
Repository-Nachweis
Bestanden86
https://github.com/gaasher/Agent-Loop-Skills/tree/main/loops/hypothesis-gen
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add gaasher/Agent-Loop-Skills --skill hypothesis-gen
Repository
88
https://github.com/gaasher/Agent-Loop-Skills/tree/main/loops/hypothesis-gen
Lizenz
86
MIT
Wartung
76
4 Monate seit dem letzten Push
KI-Prüfung
55
The skill depends on a sibling 'literature-search' skill; if missing, it degrades to web search, but the setup instructions could be clearer about installation steps.
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
64
credential or environment access, network or browser surface
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
34
secrets or environment access, filesystem or document access
Star-/Fork-Aktivität
57
163 Stars und 19 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
68
163 GitHub-Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnungen
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- The skill depends on a sibling 'literature-search' skill; if missing, it degrades to web search, but the setup instructions could be clearer about installation steps.
- The SKILL.md is long and detailed; some users might find the setup process complex, but it is well-structured.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- Stars/forks activity: 163 stars, 19 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, 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.
Nahe Optionen vergleichen
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