Rapport d’audit du skill
qdrant-search-quality Rapport d’audit.
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'how to combine keyword and vector search / fusion / RRF / prefetch?', 'should I use reranking?', 'relevance feedback?', 'how to measure retrieval quality?', 'build a golden set', 'ground truth dataset', or 'how to score recall@k?'. Also use when search quality degrades after quantization, model change, or data growth.
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
253 stars GitHub
Activité stars/forks
Avertissement57
253 stars et 30 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé100
14 jours depuis le dernier push
Clarté de licence
Validé86
Apache-2.0
Complétude README/SKILL.md
Validé86
Les métadonnées incluent suffisamment de contexte d’usage et de workflow
Risque dépendances/runtime
Validé82
network or browser surface
Disponibilité de l’installation
Validé92
npx skills add qdrant/skills --skill qdrant-search-quality
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Info72
filesystem or document access, network or browser access
Preuve du dépôt
Validé86
https://github.com/qdrant/skills/tree/main/skills/qdrant-search-quality
État de revue
Avertissement46
L’approbation de revue IA est absente
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 qdrant/skills --skill qdrant-search-quality
Dépôt
88
https://github.com/qdrant/skills/tree/main/skills/qdrant-search-quality
Licence
86
Apache-2.0
Maintenance
100
14 jours depuis le dernier push
Revue IA
55
Review approval is missing
Complétude README/SKILL.md
86
Usable description available
Risque de dépendances
82
network or browser surface
Sécurité de la commande d’installation
92
Chemin d’installation standard de package ou runtime
Surface de permissions
72
filesystem or document access, network or browser access
Activité stars/forks
57
253 stars et 30 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
68
253 stars GitHub
Avertissements
- L’approbation de revue IA est absente
- Quality score needs review
- Stars/forks activity: 253 stars, 30 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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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