AndyZhuang

60 mods across 1 repository, 22 stars between them.

claw-ancestry-pca

01

AndyZhuang/Opentest

Skill Claude CodeCodex

Ancestry decomposition PCA against the Simons Genome Diversity Project.

22 5mo ago A 20 tokens original MIT

bio-orchestrator

02

AndyZhuang/Opentest

Skill Claude CodeCodex

Meta-agent that routes bioinformatics requests to specialised sub-skills. Handles file type detection, analysis planning, report generation, and reproducibility export.

22 5mo ago A 34 tokens original MIT

chembl-database

03

AndyZhuang/Opentest

Skill Claude CodeCodex

Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

22 5mo ago A 45 tokens copy · 89% MIT

clinvar-database

04

AndyZhuang/Opentest

Skill Claude CodeCodex

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.

22 5mo ago A 45 tokens copy · 100% MIT

cosmic-database

05

AndyZhuang/Opentest

Skill Claude CodeCodex

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.

22 5mo ago A 39 tokens copy · 100% MIT

ensembl-database

06

AndyZhuang/Opentest

Skill Claude CodeCodex

Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

22 5mo ago A 45 tokens copy · 100% MIT

equity-scorer

07

AndyZhuang/Opentest

Skill Claude CodeCodex

Compute HEIM diversity and equity metrics from VCF or ancestry data. Generates heterozygosity, FST, PCA plots, and a composite HEIM Equity Score with markdown reports.

22 5mo ago A 43 tokens original MIT

gwas-database

08

AndyZhuang/Opentest

Skill Claude CodeCodex

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.

22 5mo ago A 50 tokens original MIT

kegg-database

09

AndyZhuang/Opentest

Skill Claude CodeCodex

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.

22 5mo ago A 60 tokens original MIT

alphafold-database

10

AndyZhuang/Opentest

Skill Claude CodeCodex

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.

22 5mo ago A 54 tokens copy · 100% MIT

AndyZhuang/Opentest

Skill Claude CodeCodex

Automated cell behavior analysis from microscopy or XR lab recordings. Classifies cell motion phenotypes (migration, proliferation, apoptosis, division, quiescence), computes population-level quantitative metrics (growth rate, migration velocity, directionality index), and emits structured JSON for downstream…

22 5mo ago A 69 tokens original MIT

anndata

12

AndyZhuang/Opentest

Skill Claude CodeCodex

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

22 5mo ago A 63 tokens copy · 84% MIT

arboreto

13

AndyZhuang/Opentest

Skill Claude CodeCodex

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…

22 5mo ago A 66 tokens copy · 100% MIT

AndyZhuang/Opentest

Skill Claude CodeCodex

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

22 5mo ago A 44 tokens copy · 84% MIT

bioinformatics

15

AndyZhuang/Opentest

Skill Claude CodeCodex

Computational biology and genomics analysis pipelines. GENERAL: not locked to any specific tool — use Scanpy, Seurat, DESeq2, or any appropriate package.

22 5mo ago A 0 tokens copy · 100% MIT

biomni

16

AndyZhuang/Opentest

Skill Claude CodeCodex

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation…

22 5mo ago A 82 tokens copy · 100% MIT

biopython

17

AndyZhuang/Opentest

Skill Claude CodeCodex

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use…

22 5mo ago A 76 tokens copy · 80% MIT

brenda-database

18

AndyZhuang/Opentest

Skill Claude CodeCodex

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.

22 5mo ago A 43 tokens copy · 100% MIT

cellxgene-census

19

AndyZhuang/Opentest

Skill Claude CodeCodex

Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.

22 5mo ago A 67 tokens copy · 89% MIT

clinpgx-database

20

AndyZhuang/Opentest

Skill Claude CodeCodex

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

22 5mo ago A 45 tokens copy · 91% MIT

cobrapy

21

AndyZhuang/Opentest

Skill Claude CodeCodex

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

22 5mo ago A 38 tokens copy · 84% MIT

deeptools

22

AndyZhuang/Opentest

Skill Claude CodeCodex

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.

22 5mo ago A 51 tokens copy · 92% MIT

AndyZhuang/Opentest

Skill Claude CodeCodex

Detects common wet-lab procedural and safety errors from XR or fixed-camera lab video. Identifies pipette volume deviations, forgotten reagent additions, uncapped tubes, contamination risks, sample mix-ups, and other observable hazards. Outputs structured JSON with error type, timestamp, severity, and corrective…

22 5mo ago A 77 tokens original MIT

AndyZhuang/Opentest

Skill Claude CodeCodex

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

22 5mo ago A 49 tokens copy · 88% MIT