vector-index-tuning
Pass
Audited by Gen Agent Trust Hub on May 25, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill contains standard Python code for benchmarking HNSW parameters, implementing quantization strategies, and configuring Qdrant collections. It does not perform any dangerous operations such as arbitrary command execution, sensitive data access, or unauthorized network communication.
- [EXTERNAL_DOWNLOADS]: The Python templates reference well-known and trusted libraries including
numpy,hnswlib,scikit-learn(specificallysklearn.cluster.KMeans), andqdrant-client. These are standard dependencies for vector search and machine learning workflows. - [COMMAND_EXECUTION]: There is no evidence of arbitrary shell command execution or unsafe use of functions like
os.systemorsubprocess.run. All operations are limited to data processing and API calls to a vector database.
Audit Metadata