Design antibodies with IgGM models using antigen PDB data.
npx skills add https://github.com/PharMolix/OpenBioMed --skill antibody-design-iggm
Please help me install this Agent Skill. Skill: antibody-design-iggm Source: https://github.com/PharMolix/OpenBioMed/tree/main/skills/antibody-design-iggm Command: npx skills add https://github.com/PharMolix/OpenBioMed --skill antibody-design-iggm
Antibody design using IgGM models streamlines the creation and optimization of antibodies by enabling epitope-conditioned design and affinity maturation with antigen-structure guidance.
Provide an IgGM-based design for an antibody targeting the specified antigen epitope using the given PDB.
High-intent search queries and answers about installing and using this skill.
Epitope-conditioned antibody design uses IgGM models to generate antibodies based on a specified antigen PDB. You provide the target epitope and structure, then the pipeline outputs designed antibody sequences for rapid insight.
Affinity maturation optimization improves antibody binding using antigen structure guidance. The IgGM pipeline analyzes the antigen PDB to suggest sequence modifications that enhance binding affinity for the targeted epitope.
Yes, IgGM-based antibody design requires Python tooling and CUDA-enabled GPUs to run the design pipeline. These computational dependencies are necessary to process the antigen PDB inputs and generate optimized antibody structures.
Nanobody design and sequence optimization are supported within the IgGM-based antibody design framework. The pipeline handles both structure and sequence design tasks to accelerate the creation of targeted antibody therapeutics.
Affinity maturation using IgGM models optimizes antibodies with low affinity by applying antigen structure-guided analysis. Providing your current antibody and antigen PDB allows the pipeline to suggest sequence improvements for better binding.
IgGM-based antibody design is limited by its requirement for CUDA-enabled GPUs and specific Python tooling. Additionally, the pipeline requires input antigen PDB data to function, meaning it cannot perform de novo design without structural guidance.
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