ammawla

60 mods across 1 repository, 24 stars between them.

ammawla/encode-toolkit

Skill Claude CodeCodex

Install bioinformatics tools for ENCODE data analysis. Covers CLI tools (BWA, STAR, samtools, MACS2), R/Bioconductor packages (DESeq2, Seurat, ChIPseeker), Python packages (Scanpy, deeptools), and Nextflow pipeline infrastructure. Generates conda environments, R install scripts, and Python requirements. Use when the…

24 1mo ago D 140 tokens AGPL-3.0

cellxgene-context

26

ammawla/encode-toolkit

Skill Claude CodeCodex

Guide for integrating CellxGene Census single-cell data with ENCODE bulk experiments. Use when users need cell-type-specific expression context for ENCODE regulatory data, want to deconvolve bulk ENCODE signals, or validate regulatory elements at single-cell resolution. Trigger on: CellxGene, single-cell atlas, cell…

24 1mo ago A 86 tokens AGPL-3.0

cite-encode

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ammawla/encode-toolkit

Skill Claude CodeCodex

Generate proper ENCODE citations for publications, grants, and presentations. Use when the user needs to cite ENCODE data, create bibliography entries, write acknowledgment sections, or ensure compliance with ENCODE data use policy.

24 1mo ago A 46 tokens AGPL-3.0

clinvar-annotation

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ammawla/encode-toolkit

Skill Claude CodeCodex

Guide for annotating ENCODE regulatory variants with ClinVar clinical significance. Use when users need to check if variants in ENCODE peaks have clinical associations, find pathogenic variants in regulatory regions, or assess variant clinical impact. Trigger on: ClinVar, clinical significance, pathogenic variant…

24 1mo ago A 77 tokens AGPL-3.0

compare-biosamples

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ammawla/encode-toolkit

Skill Claude CodeCodex

Compare ENCODE experiments across different biosamples, tissues, or cell lines to identify tissue-specific regulatory patterns. Use when the user wants cross-tissue comparison, cell-type comparison, tissue-specific elements, differential chromatin, biosample matching, disease vs normal comparison, developmental time…

24 1mo ago A 88 tokens AGPL-3.0

cross-reference

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ammawla/encode-toolkit

Skill Claude CodeCodex

Cross-reference ENCODE data with PubMed, bioRxiv, ClinicalTrials.gov, Open Targets, GTEx, ClinVar, GWAS Catalog, gnomAD, Ensembl, and other scientific databases. Use when the user wants to find publications, preprints, or clinical trials related to ENCODE experiments, chain ENCODE data with other scientific MCP…

24 1mo ago A 88 tokens AGPL-3.0

data-provenance

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ammawla/encode-toolkit

Skill Claude CodeCodex

Track exact provenance for every operation on ENCODE data — tool versions, reference files, scripts, parameters, and timestamps — to enable publication-ready methods writing. Use when the user processes ENCODE files, runs any bioinformatics tool, creates filtered/merged datasets, runs pipelines, performs liftover…

24 1mo ago A 0 tokens AGPL-3.0

disease-research

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ammawla/encode-toolkit

Skill Claude CodeCodex

Use ENCODE functional genomics data for disease mechanism research. Use when the user wants to connect GWAS variants to regulatory elements, annotate disease-associated loci with functional data, identify therapeutic targets from epigenomic data, build disease regulatory models, cross-reference with clinical trials…

24 1mo ago A 133 tokens AGPL-3.0

download-encode

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ammawla/encode-toolkit

Skill Claude CodeCodex

Download ENCODE genomics files (BED, FASTQ, BAM, bigWig, etc.) to the user's machine. Use when the user wants to download data files from ENCODE experiments.

24 1mo ago A 43 tokens AGPL-3.0

ensembl-annotation

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ammawla/encode-toolkit

Skill Claude CodeCodex

Query the Ensembl REST API for regulatory feature annotations, variant effect prediction (VEP), coordinate liftover, gene lookups, and cross-references. Use when the user needs to annotate variants with VEP (consequence, CADD, REVEL, SpliceAI), check Ensembl Regulatory Build overlap for ENCODE regions, convert…

24 1mo ago A 152 tokens AGPL-3.0

epigenome-profiling

35

ammawla/encode-toolkit

Skill Claude CodeCodex

Build comprehensive epigenomic profiles for tissues or cell types using ENCODE data. Use when the user wants to characterize chromatin states, assemble histone modification panels, create epigenomic landscapes, run ChromHMM segmentation, identify super-enhancers or bivalent domains, profile regulatory elements across…

24 1mo ago A 106 tokens AGPL-3.0

ammawla/encode-toolkit

Skill Claude CodeCodex

Analyze ENCODE functional genomics screens including CRISPR screens, MPRA (Massively Parallel Reporter Assays), and STARR-seq. Find screen data in ENCODE, process results, identify functional elements, and integrate with epigenomic annotations.

24 1mo ago A 55 tokens AGPL-3.0

geo-connector

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ammawla/encode-toolkit

Skill Claude CodeCodex

Search, query, and cross-reference NCBI GEO (Gene Expression Omnibus) datasets with ENCODE experiments. Use when the user wants to find GEO accessions for ENCODE experiments, search GEO for complementary datasets, download GEO metadata or series matrices, cross-reference ENCODE and GEO data, find supplementary files…

24 1mo ago A 121 tokens AGPL-3.0

gnomad-variants

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ammawla/encode-toolkit

Skill Claude CodeCodex

Query gnomAD (Genome Aggregation Database) for population allele frequencies, gene constraint scores, and variant annotations to interpret ENCODE regulatory variants. Use when the user needs allele frequencies for variants in ENCODE regulatory elements, wants to assess gene constraint (pLI, LOEUF) for ENCODE target…

24 1mo ago A 146 tokens AGPL-3.0

gtex-expression

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ammawla/encode-toolkit

Skill Claude CodeCodex

Guide for integrating GTEx tissue expression data with ENCODE regulatory elements. Use when users need to check if a gene is expressed in a tissue, correlate regulatory elements with expression, or validate ENCODE findings against GTEx. Trigger on: GTEx, tissue expression, gene expression levels, expression atlas…

24 1mo ago A 75 tokens AGPL-3.0

gwas-catalog

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ammawla/encode-toolkit

Skill Claude CodeCodex

Guide for integrating NHGRI-EBI GWAS Catalog associations with ENCODE regulatory data. Use when users need to find GWAS variants in ENCODE peaks, connect regulatory elements to disease associations, or prioritize functional variants using ENCODE annotations. Trigger on: GWAS, genome-wide association, SNP association…

24 1mo ago A 86 tokens AGPL-3.0

hic-aggregation

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ammawla/encode-toolkit

Skill Claude CodeCodex

Build comprehensive chromatin contact maps by aggregating Hi-C loop calls (BEDPE) across multiple ENCODE experiments, donors, and labs. Use when the user wants to answer "what regions are in 3D contact in my tissue?" by creating a union catalog of chromatin loops. Handles resolution-aware anchor matching, cross-lab…

24 1mo ago A 80 tokens AGPL-3.0

histone-aggregation

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ammawla/encode-toolkit

Skill Claude CodeCodex

Build comprehensive histone mark maps by aggregating narrowPeak data across multiple ENCODE experiments, donors, and labs. Use when the user wants to answer "where is this histone mark present in my tissue?" by combining peak calls from multiple studies into a union peak set with confidence annotations. Handles…

24 1mo ago A 82 tokens AGPL-3.0

ammawla/encode-toolkit

Skill Claude CodeCodex

Plan and execute integrative analysis combining multiple ENCODE experiments for cross-dataset or multi-omic workflows. Use when the user wants to combine experiments, perform cross-dataset comparison, multi-omic integration, peak overlap analysis, differential binding, signal correlation, chromatin state segmentation…

24 1mo ago A 125 tokens AGPL-3.0

jaspar-motifs

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ammawla/encode-toolkit

Skill Claude CodeCodex

Guide for using JASPAR transcription factor binding profiles with ENCODE ChIP-seq data. Use when users need to find TF binding motifs in ENCODE peaks, validate ChIP-seq targets with known motifs, or scan regulatory regions for TF binding potential. Trigger on: JASPAR, motif database, binding profile, PWM, position…

24 1mo ago A 90 tokens AGPL-3.0

ammawla/encode-toolkit

Skill Claude CodeCodex

Convert genomic coordinates between assembly versions (GRCh37/hg19 to GRCh38/hg38, mm9 to mm10). Guides UCSC liftOver for BED files, CrossMap for VCF/bigWig, and handles unmapped regions with provenance logging.

24 1mo ago A 61 tokens AGPL-3.0

ammawla/encode-toolkit

Skill Claude CodeCodex

Build comprehensive DNA methylation maps by aggregating WGBS (Whole Genome Bisulfite Sequencing) data across multiple ENCODE experiments, donors, and labs. Use when the user wants to answer "where is DNA methylated/unmethylated in my tissue?" by combining per-CpG methylation data into tissue-level methylation…

24 1mo ago A 107 tokens AGPL-3.0

motif-analysis

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ammawla/encode-toolkit

Skill Claude CodeCodex

Guide for de novo and known motif enrichment analysis of ENCODE ChIP-seq and ATAC-seq peaks using HOMER and MEME Suite. Use when users need to discover TF binding motifs in peaks, validate ChIP-seq targets, or find co-binding partners. Trigger on: motif analysis, HOMER, MEME, de novo motif, motif enrichment…

24 1mo ago A 104 tokens AGPL-3.0

ammawla/encode-toolkit

Skill Claude CodeCodex

Integrate multiple ENCODE data types (RNA-seq, ATAC-seq, Histone ChIP-seq, TF ChIP-seq) for a tissue/cell type to build a comprehensive regulatory landscape. Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?"…

24 1mo ago A 174 tokens AGPL-3.0