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bio-hi-c-analysis-hic-data-io
bio-hi-c-analysis-hic-data-io
mdbabumiamssm2/16/2026

Load, convert, and manipulate Hi-C contact matrices using cooler format. Read .cool/.mcool files, convert from .hic format, access matrix data, and export to different formats. Use when loading or converting Hi-C contact matrices.

10
AI 95
bio-population-genetics-linkage-disequilibrium
bio-population-genetics-linkage-disequilibrium
mdbabumiamssm2/16/2026

Calculate linkage disequilibrium statistics (r², D'), perform LD pruning for population structure analysis, identify haplotype blocks, and visualize LD patterns using PLINK, scikit-allel, and LDBlockShow. Use when calculating LD or pruning variants.

10
AI 95
github-actions
bio-metagenomics-metaphlan
bio-metagenomics-metaphlan
mdbabumiamssm2/16/2026

Marker gene-based taxonomic profiling using MetaPhlAn 4. Provides accurate species-level relative abundances using clade-specific markers. Use when accurate taxonomic profiling is needed and computational resources are limited, or for comparison with...

10
AI 95
database
bio-metabolomics-pathway-mapping
bio-metabolomics-pathway-mapping
mdbabumiamssm2/16/2026

Map metabolites to biological pathways using KEGG, Reactome, and MetaboAnalyst. Perform pathway enrichment and topology analysis. Use when interpreting metabolomics results in the context of biochemical pathways.

10
AI 95
apici-cd
bio-single-cell-multimodal-integration
bio-single-cell-multimodal-integration
mdbabumiamssm2/16/2026

Analyze multi-modal single-cell data (CITE-seq, Multiome, spatial). Use when working with data that measures multiple modalities per cell like RNA + protein or RNA + ATAC. Use when analyzing CITE-seq, Multiome, or other multi-modal single-cell data.

10
AI 95
observability
bio-variant-calling-structural-variant-calling
bio-variant-calling-structural-variant-calling
mdbabumiamssm2/16/2026

Call structural variants (SVs) from short-read sequencing using Manta, Delly, and LUMPY. Detects deletions, insertions, inversions, duplications, and translocations that are too large for standard SNV callers. Use when detecting structural variants f...

10
AI 95
github-actions
bio-metagenomics-visualization
bio-metagenomics-visualization
mdbabumiamssm2/16/2026

Visualize metagenomic profiles using R (phyloseq, microbiome) and Python (matplotlib, seaborn). Create stacked bar plots, heatmaps, PCA plots, and diversity analyses. Use when creating publication-quality figures from MetaPhlAn, Bracken, or other tax...

10
AI 95
observability
bio-workflows-merip-pipeline
bio-workflows-merip-pipeline
mdbabumiamssm2/16/2026

End-to-end MeRIP-seq analysis from FASTQ to m6A peaks and differential methylation. Use when analyzing epitranscriptomic m6A modifications from immunoprecipitation data.

10
AI 95
ci-cd
bio-methylation-based-detection
bio-methylation-based-detection
mdbabumiamssm2/16/2026

Analyzes cfDNA methylation patterns for cancer detection using cfMeDIP-seq or bisulfite sequencing with MethylDackel. Identifies cancer-specific methylation signatures and performs tissue-of-origin deconvolution. Use when using methylation biomarkers...

10
AI 95
ci-cd
bio-immunoinformatics-mhc-binding-prediction
bio-immunoinformatics-mhc-binding-prediction
mdbabumiamssm2/16/2026

Predict peptide-MHC class I and II binding affinity using MHCflurry and NetMHCpan neural network models. Identify potential T-cell epitopes from protein sequences. Use when predicting MHC binding for vaccine design or neoantigen identification.

10
AI 95
api
bio-clip-seq-clip-peak-calling
bio-clip-seq-clip-peak-calling
mdbabumiamssm2/16/2026

Call protein-RNA binding site peaks from CLIP-seq data using CLIPper, PureCLIP, or Piranha. Use when identifying RBP binding sites from aligned CLIP reads.

10
AI 95
observability
bio-data-visualization-genome-browser-tracks
bio-data-visualization-genome-browser-tracks
mdbabumiamssm2/16/2026

Generate genome browser visualizations using pyGenomeTracks or IGV batch scripting for publication figures. Use when creating publication figures of genomic regions with multiple data tracks.

10
AI 95
api
bio-genome-assembly-contamination-detection
bio-genome-assembly-contamination-detection
mdbabumiamssm2/16/2026

Detect contamination and assess genome quality using CheckM, CheckM2, GTDB-Tk, and GUNC for metagenome-assembled genomes and isolate assemblies. Use when checking assemblies for contamination.

10
AI 95
ci-cdgithub-actions
bio-phylo-tree-io
bio-phylo-tree-io
mdbabumiamssm2/16/2026

Read, write, and convert phylogenetic tree files using Biopython Bio.Phylo. Use when parsing Newick, Nexus, PhyloXML, or NeXML tree formats, converting between formats, or handling multiple trees.

10
AI 95
apici-cd
bio-hi-c-analysis-tad-detection
bio-hi-c-analysis-tad-detection
mdbabumiamssm2/16/2026

Call topologically associating domains (TADs) from Hi-C data using insulation score, HiCExplorer, and other methods. Identify domain boundaries and hierarchical domain structure. Use when calling TADs from Hi-C insulation scores.

10
AI 95
bio-proteomics-spectral-libraries
bio-proteomics-spectral-libraries
mdbabumiamssm2/16/2026

Build, manage, and search spectral libraries for proteomics. Use when creating or working with spectral libraries for DIA analysis. Covers DDA-based library generation, predicted libraries (Prosit, DeepLC), and library formats.

10
AI 95
apici-cd
bio-single-cell-clustering
bio-single-cell-clustering
mdbabumiamssm2/16/2026

Dimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for running PCA, computing neighbors, clustering with Leiden/Louvain algorithms, generating UMAP/tSNE embeddings, and visualizing clusters. Use...

10
AI 95
ci-cd
bio-hi-c-analysis-matrix-operations
bio-hi-c-analysis-matrix-operations
mdbabumiamssm2/16/2026

Balance, normalize, and transform Hi-C contact matrices using cooler and cooltools. Apply iterative correction (ICE), compute expected values, and generate observed/expected matrices. Use when normalizing or transforming Hi-C matrices.

10
AI 95
bio-population-genetics-scikit-allel-analysis
bio-population-genetics-scikit-allel-analysis
mdbabumiamssm2/16/2026

Python population genetics with scikit-allel. Read VCF files, compute allele frequencies, calculate diversity statistics, perform PCA, and run selection scans using GenotypeArray and HaplotypeArray data structures. Use when analyzing population genet...

10
AI 95
github-actions
scfoundation-model-agent
scfoundation-model-agent
mdbabumiamssm2/16/2026

Unified agent for leveraging single-cell foundation models (scGPT, scBERT, Geneformer, scFoundation) for cross-species annotation, perturbation prediction, and gene network inference.

10
AI 95
github-actionsprompting
bio-reaction-enumeration
bio-reaction-enumeration
mdbabumiamssm2/16/2026

Enumerates chemical libraries through reaction SMARTS transformations using RDKit. Generates virtual compound libraries from building blocks using defined chemical reactions with product validation. Use when creating combinatorial libraries or enumer...

10
AI 95
bio-epidemiological-genomics-amr-surveillance
bio-epidemiological-genomics-amr-surveillance
mdbabumiamssm2/16/2026

Detect and track antimicrobial resistance genes using AMRFinderPlus and ResFinder with epidemiological context. Monitor resistance trends and identify emerging resistance patterns. Use when screening genomes for AMR genes or tracking resistance in su...

10
AI 95
databaseobservability
bio-crispr-screens-screen-qc
bio-crispr-screens-screen-qc
mdbabumiamssm2/16/2026

Quality control for pooled CRISPR screens. Covers library representation, read distribution, replicate correlation, and essential gene recovery. Use when assessing screen quality before hit calling or diagnosing poor screen performance.

10
AI 95
observability
bio-duplicate-handling
bio-duplicate-handling
mdbabumiamssm2/16/2026

Mark and remove PCR/optical duplicates using samtools fixmate and markdup. Use when preparing alignments for variant calling or when duplicate reads would bias analysis.

10
AI 95
ci-cdgithub-actions

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