Tooluniverse Immune Repertoire Analysis

The tooluniverse-immune-repertoire-analysis skill enables AI agents to analyze immune system repertoires by processing complex biological datasets. It facilitates the discovery of specific antibody or T-cell receptor sequences and their associated functional properties within immunological studies.

When to use it

• Investigating personalized vaccine responses based on individual patient immune profiles.
• Identifying rare antigen-specific B-cell clones in autoimmune disease research.
• Analyzing high-throughput sequencing data from single-cell RNA-seq experiments.
• Mapping epitope-binding specificities across diverse human populations.

Key capabilities

• Processes large-scale immunosequencing datasets to extract repertoire metrics.
• Identifies clonal expansions and contraction patterns within immune responses.
• Correlates sequence diversity with functional outcomes in experimental conditions.
• Supports analysis of both B-cell receptor (BCR) and T-cell receptor (TCR) repertoires.

Example prompts

• "Analyze the provided V(D)J sequencing data to identify dominant clonal families in this patient sample."
• "Compare immune repertoire diversity between control and treated groups using statistical metrics."
• "Extract unique CDR3 sequences from the dataset and predict their potential antigen binding specificities."

Tips & gotchas

Ensure input datasets are properly formatted for immunosequencing analysis to avoid parsing errors. This tool is specialized for biological data; do not use it for general text processing or non-immunological tasks.