FridrichMethod/awesome-skills

Curated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.

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FridrichMethod/awesome-skills

Skill Claude Code

Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant calling or quantification.

not rated 15 +1 6d ago A 43 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Call accessible chromatin regions from ATAC-seq data using MACS3 with ATAC-specific parameters. Use when identifying open chromatin regions from aligned ATAC-seq BAM files, different from ChIP-seq peak calling.

not rated 15 +1 6d ago A 58 tokens

bio-atac-seq-atac-qc

147

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity. Use when assessing ATAC-seq library quality before or after peak calling to identify problematic samples.

not rated 15 +1 6d ago A 55 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell types, or developmental stages in ATAC-seq experiments.

not rated 15 +1 6d ago A 51 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Detect transcription factor binding sites through footprinting analysis in ATAC-seq data using TOBIAS. Use when identifying TF occupancy patterns within accessible regions, as TF binding protects DNA from Tn5 cutting.

not rated 15 +1 6d ago A 49 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Analyze transcription factor motif accessibility variability using chromVAR. Use when identifying which TF motifs show variable accessibility across samples or conditions in ATAC-seq data.

not rated 15 +1 6d ago A 40 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Extract nucleosome positions from ATAC-seq data using NucleoATAC, ATACseqQC, and fragment analysis. Use when analyzing chromatin organization, identifying nucleosome-free regions at promoters, or characterizing nucleosome occupancy patterns from ATAC-seq fragment size distributions.

not rated 15 +1 6d ago A 68 tokens

bio-basecalling

152

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Convert raw Nanopore signal data (FAST5/POD5) to nucleotide sequences using Dorado basecaller. Covers model selection, GPU acceleration, modified base detection, and quality filtering. Use when processing raw Nanopore data before alignment. Guppy is deprecated; use Dorado for all new analyses.

not rated 15 +1 6d ago A 66 tokens

bio-batch-downloads

153

FridrichMethod/awesome-skills

Skill Claude Code

Download large datasets from NCBI efficiently using history server, batching, and rate limiting. Use when performing bulk sequence downloads, handling large query results, or production-scale data retrieval.

not rated 15 +1 6d ago A 42 tokens

bio-batch-processing

154

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Process multiple sequence files in batch using Biopython. Use when working with many files, merging/splitting sequences, or automating file operations across directories.

not rated 15 +1 6d ago A 37 tokens

bio-bedgraph-handling

155

FridrichMethod/awesome-skills

Skill Claude Code

Create, manipulate, and convert bedGraph files for genome browser visualization. Covers bedGraph format, conversion to/from bigWig, normalization, and signal processing. Use when handling coverage and signal tracks from ChIP-seq, ATAC-seq, or RNA-seq.

not rated 15 +1 6d ago A 61 tokens

bio-blast-searches

156

FridrichMethod/awesome-skills

Skill Claude Code

Run remote BLAST searches against NCBI databases using Biopython Bio.Blast. Use when identifying unknown sequences, finding homologs, or searching for sequence similarity against NCBI's nr/nt databases.

not rated 15 +1 6d ago A 49 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Test whether two traits share a causal variant at a genomic locus using Bayesian colocalization with coloc. Computes posterior probabilities for shared vs distinct causal variants between GWAS and eQTL signals. Use when determining if a GWAS signal and an eQTL share the same causal variant.

not rated 15 +1 6d ago A 67 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Identify likely causal variants within GWAS loci using SuSiE for sum of single effects regression and FINEMAP for shotgun stochastic search. Computes posterior inclusion probabilities and credible sets to prioritize variants for functional follow-up. Use when narrowing GWAS association signals to candidate causal…

not rated 15 +1 6d ago A 71 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Decompose genetic effects into direct and indirect paths through mediating variables using the mediation R package. Tests whether gene expression, methylation, or other molecular phenotypes mediate the effect of genetic variants on disease. Use when testing whether a molecular phenotype mediates the…

not rated 15 +1 6d ago A 68 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Estimate causal effects between exposures and outcomes using genetic variants as instrumental variables with TwoSampleMR. Implements IVW, MR-Egger, weighted median, and MR-PRESSO methods for robust causal inference from GWAS summary statistics. Use when testing whether an exposure causally affects an outcome using…

not rated 15 +1 6d ago A 72 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for variant directionality. Use when validating MR results, detecting pleiotropic instruments, or running sensitivity analyses for…

not rated 15 +1 6d ago A 75 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-aware duplicate removal using fgbio. Applies cfDNA-specific quality thresholds and fragment length filtering. Use when processing plasma cfDNA sequencing data before downstream analysis.

not rated 15 +1 6d ago A 59 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Differential binding analysis using DiffBind. Compare ChIP-seq peaks between conditions with statistical rigor. Requires replicate samples. Outputs differentially bound regions with fold changes and p-values. Use when comparing ChIP-seq binding between conditions.

not rated 15 +1 6d ago A 55 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

De novo motif discovery and known motif enrichment analysis using HOMER and MEME-ChIP. Identify transcription factor binding motifs in ChIP-seq, ATAC-seq, or other genomic peak data. Use when finding enriched DNA motifs in peak sequences.

not rated 15 +1 6d ago A 57 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Annotate ChIP-seq peaks to genomic features and genes using ChIPseeker. Assign peaks to promoters, exons, introns, and intergenic regions. Find nearest genes and calculate distance to TSS. Generate annotation plots and statistics. Use when annotating ChIP-seq peaks to genomic features.

not rated 15 +1 6d ago A 71 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

ChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone modifications. Supports input control, fragment size modeling, and various output formats including narrowPeak and broadPeak BED files. Use when calling peaks from ChIP-seq alignments.

not rated 15 +1 6d ago A 71 tokens

bio-chipseq-qc

167

FridrichMethod/awesome-skills

Skill Claude CodeCodex

ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate) for replicate concordance. Use to assess experiment quality before downstream analysis. Use when assessing ChIP-seq data quality metrics.

not rated 15 +1 6d ago A 74 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Identifies super-enhancers from H3K27ac ChIP-seq data using ROSE and related tools. Use when studying cell identity genes, cancer-associated regulatory elements, or master transcription factor binding regions that cluster into large enhancer domains.

not rated 15 +1 6d ago A 55 tokens

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