tooluniverse-immune-repertoire-analysis

Pass

Audited by Gen Agent Trust Hub on Mar 8, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill uses industry-standard Python libraries (pandas, numpy, scipy, scanpy) for data manipulation and statistical analysis of TCR/BCR sequencing data.
  • [SAFE]: Data ingestion is performed through structured file readers like pd.read_csv and sc.read_10x_h5, which are standard for processing AIRR-seq and single-cell data formats.
  • [SAFE]: External database interactions (IEDB and PubMed) are handled via a structured tool-calling framework (ToolUniverse), ensuring that network operations are controlled and limited to reputable scientific sources.
  • [SAFE]: The code does not contain any obfuscated segments, shell command execution, or persistence mechanisms.
  • [SAFE]: The metadata and documentation accurately reflect the skill's technical implementation and biological purpose.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 8, 2026, 01:17 PM