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Bioinformatics

Genomics and biological data.

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bioinformatics
156

conservation-map

Compute per-position conservation/entropy for an aligned peptide MSA (aligned sequences).

lamm-mit
lamm-mit
research
open
bioinformatics
156

neuropixels-analysis

Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.

lamm-mit
lamm-mit
research
open
bioinformatics
156

clinpgx-database

Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

lamm-mit
lamm-mit
research
open
bioinformatics
156

brenda-database

Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.

lamm-mit
lamm-mit
research
open
bioinformatics
156

clinvar-database

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.

lamm-mit
lamm-mit
research
open
bioinformatics
156

pdb-database

Python API for RCSB PDB 3D structures (search, fetch coordinates, metadata). Input MUST be a protein/gene name (e.g. 'KRAS', 'EGFR', 'BTK') or a 4-character PDB ID (e.g. '6OIM'). Returns zero results for drug/chemistry phrases such as 'covalent inhibitors' or 'warhead selectivity'. Strip all drug qualifiers — pass only the target protein name or PDB accession.

lamm-mit
lamm-mit
research
open
bioinformatics
156

bioservices

Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.

lamm-mit
lamm-mit
research
open
bioinformatics
156

arboreto

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.

lamm-mit
lamm-mit
research
open
bioinformatics
156

blast

Search NCBI BLAST for sequence homology and find similar sequences in biological databases

lamm-mit
lamm-mit
research
open
bioinformatics
156

alphafold-database

Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

lamm-mit
lamm-mit
research
open
bioinformatics
156

alphafold

Use when running AlphaFold2 predictions on custom protein sequences, validating designed sequences via self-consistency, predicting binder-target complexes, or interpreting AF2 confidence metrics (pLDDT, pTM, ipTM).

lamm-mit
lamm-mit
research
open
bioinformatics
156

boltz

Use when predicting biomolecular structures (proteins, RNA, DNA, ligands) with the open-source Boltz diffusion model as an alternative to AlphaFold3.

lamm-mit
lamm-mit
research
open
bioinformatics
156

peptide-msa

Perform a simple multiple-sequence alignment (MSA) for short peptides and return aligned sequences + consensus.

lamm-mit
lamm-mit
research
open
bioinformatics
156

monarch-database

Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. Integrates OMIM, ORPHANET, HPO, ClinVar, and model organism databases. Use for rare disease gene discovery, phenotype-to-gene mapping, cross-species disease modeling, and HPO term lookup.

lamm-mit
lamm-mit
research
open
bioinformatics
156

pysam

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.

lamm-mit
lamm-mit
research
open
bioinformatics
149

r2000-analyze-blocks

Analyzes memory regions of a disassembled binary and converts them to the correct block types (code, bytes, words, text, tables, etc.) using MOS 6502 and the target platform's expertise.

ricardoquesada
ricardoquesada
research
open
bioinformatics
149

r2000-analyze-basic

Analyzes a sequence of memory containing Commodore BASIC tokens, formats address/word data types, and constructs side comments representing the plain BASIC commands.

ricardoquesada
ricardoquesada
research
open
bioinformatics
148

flydsl-kernel-authoring

Comprehensive reference for authoring FlyDSL GPU kernels on AMD GPUs. Covers the layout algebra, tiled copy/MMA, buffer ops, scf.for loops, SmemAllocator, autotuning, and common patterns. Use when writing, reviewing, or understanding FlyDSL kernel code.

ROCm
ROCm
research
open
bioinformatics
129

protein-structure-analysis

Protein Structure Comprehensive Analysis - Comprehensive structure analysis: download PDB, extract chains, calculate geometry, quality metrics, and composition. Use this skill for structural biology tasks involving retrieve protein data by pdbcode extract pdb chains calculate pdb structural geometry calculate pdb quality metrics calculate pdb composition info. Combines 5 tools from 1 SCP server(s).

InternScience
InternScience
research
open
bioinformatics
129

protein-interaction-network

Protein Interaction Network Analysis - Build protein interaction network: map identifiers with STRING, get PPI network, compute enrichment, and link to KEGG pathways. Use this skill for systems biology tasks involving mapping identifiers get string network interaction get ppi enrichment kegg link. Combines 4 tools from 2 SCP server(s).

InternScience
InternScience
research
open
bioinformatics
129

protein-classification-analysis

Protein Classification Analysis - Classify protein: ChEMBL protein classification, UniProt entry, InterPro domains, and Ensembl biotypes. Use this skill for protein science tasks involving search protein classification get uniprotkb entry by accession query interpro get info biotypes. Combines 4 tools from 4 SCP server(s).

InternScience
InternScience
research
open
bioinformatics
129

protein-complex-analysis

Protein Complex Visualization & Analysis - Analyze protein complex: download structure, visualize complex, extract chains, and calculate quality metrics. Use this skill for structural biology tasks involving retrieve protein data by pdbcode visualize complex extract pdb chains calculate pdb basic info. Combines 4 tools from 1 SCP server(s).

InternScience
InternScience
research
open
bioinformatics
129

population-genetics

Population Genetics Analysis - Analyze population genetics: Ensembl variation populations, linkage disequilibrium, and variant frequency data. Use this skill for population genetics tasks involving get info variation populations get ld get variation get variant recoder. Combines 4 tools from 1 SCP server(s).

InternScience
InternScience
research
open
bioinformatics
129

protein-blast-search

Search for similar protein sequences in UniProt Swiss-Prot database using BLAST to identify homologous proteins and functional relationships.

InternScience
InternScience
research
open
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