Skill-Audit-Bericht
qdrant-relevance-feedback Audit-Bericht.
Expanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is too weak. Use when someone asks about 'Qdrant's Relevance Feedback API', 'improving dense search relevance/recall', 'how to discover/get more relevant results from vector search', 'cheaper/better alternative to reranking', 'using a more heavy/big embedding model for dense search but can't afford it', 'finding more relevant documents beyond the initial search pool', or 'feedback loops'. Also trigger when the user has a search quality problem due to a dense retriever being weak and is considering reranking as a solution — this API may be a better fit
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
253 GitHub-Stars
Star-/Fork-Aktivität
Warnung57
253 Stars und 30 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Bestanden100
13 Tage seit dem letzten Push
Lizenzklarheit
Bestanden86
Apache-2.0
README/SKILL.md-Vollständigkeit
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Bestanden82
network or browser surface
Installationsverfügbarkeit
Bestanden92
npx skills add qdrant/skills --skill qdrant-relevance-feedback
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Info72
filesystem or document access, network or browser access
Repository-Nachweis
Bestanden86
https://github.com/qdrant/skills/tree/main/skills/qdrant-search-quality/search-strategies/relevance-feedback
Prüfstatus
Warnung46
KI-Prüffreigabe fehlt
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add qdrant/skills --skill qdrant-relevance-feedback
Repository
88
https://github.com/qdrant/skills/tree/main/skills/qdrant-search-quality/search-strategies/relevance-feedback
Lizenz
86
Apache-2.0
Wartung
100
13 Tage seit dem letzten Push
KI-Prüfung
55
Review approval is missing
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
82
network or browser surface
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
72
filesystem or document access, network or browser access
Star-/Fork-Aktivität
57
253 Stars und 30 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
68
253 GitHub-Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnungen
- Financial research output is not financial advice; require human review before any live investment decision
- KI-Prüffreigabe fehlt
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Stars/forks activity: 253 stars, 30 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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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