thesecondfox/skill

3Stars on the repository
200Mods indexed here, across every type
5mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

thesecondfox/skill

Skill Claude CodeCodex

Perform in silico gene knockout analysis and synthetic lethality screens using COBRApy single and double deletions. Predict essential genes and identify synthetic lethal pairs for drug target discovery. Use when identifying essential genes or finding synthetic lethal drug targets.

not rated 3 5mo ago A 57 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Build genome-scale metabolic models from genome sequences using CarveMe and gapseq for automated reconstruction. Generate draft models ready for curation and analysis. Use when creating metabolic models for organisms without existing models.

not rated 3 5mo ago A 51 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Validate, gap-fill, and curate genome-scale metabolic models using memote for quality scores and COBRApy for manual curation. Ensure models meet SBML standards and produce biologically meaningful predictions. Use when improving draft models or preparing models for publication.

not rated 3 5mo ago A 59 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Create publication-quality visualizations of immune repertoire data including circos plots, clone tracking, diversity plots, and network graphs. Use when generating figures for repertoire comparisons, clonal dynamics, or V(D)J gene usage.

not rated 3 5mo ago A 56 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Detects circadian and ultradian rhythms in time-series omics data using CosinorPy cosinor models, MetaCycle (JTKCYCLE, ARSER), and RAIN non-parametric tests. Fits cosine models to estimate phase and amplitude, tests rhythmicity significance at pre-specified periods. Use when testing for 24-hour or other known-period…

not rated 3 5mo ago A 118 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Discovers periodic signals of unknown period in time-series omics data using Lomb-Scargle periodograms (scipy), autocorrelation, and wavelet time-frequency decomposition (pywt). Identifies dominant frequencies, handles irregularly sampled data, and detects transient periodicity. Use when searching for periodic…

not rated 3 5mo ago A 111 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Clusters genes by temporal expression profile shape using Mfuzz soft clustering, TCseq, and DEGreport degPatterns. Groups co-regulated genes into shared trajectory patterns via fuzzy c-means or hierarchical approaches. Use when categorizing temporally dynamic genes into response groups or identifying co-expression…

not rated 3 5mo ago A 86 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Infers dynamic gene regulatory networks from bulk time-series expression data using Granger causality (statsmodels), dynGENIE3 (Extra-Trees on ODE-derived expression derivatives), and dynamic Bayesian networks (bnlearn). Identifies time-delayed regulatory relationships and tracks network rewiring across conditions.…

not rated 3 5mo ago A 107 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Models continuous temporal trajectories from bulk or time-resolved omics data using generalized additive models (mgcv), spline regression, and changepoint detection (segmented, ruptures). Fits smooth gene expression curves and tests trajectory differences between conditions. Use when fitting non-linear temporal models…

not rated 3 5mo ago A 93 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Create portable, standards-based bioinformatics pipelines with Common Workflow Language (CWL). Use when building workflows that need maximum portability across execution platforms, sharing pipelines with collaborators using different systems, or contributing to community workflow registries.

not rated 3 5mo ago A 53 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Build reproducible bioinformatics pipelines with Snakemake using rules, wildcards, and automatic dependency resolution. Use when creating Python-based workflows, automating multi-step analyses with make-like dependency tracking, or running pipelines on HPC clusters with SLURM.

not rated 3 5mo ago A 60 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Create portable bioinformatics pipelines with Workflow Description Language (WDL) using Cromwell or miniwdl execution engines. Use when running GATK best practices pipelines, working with Terra/AnVIL platforms, or building workflows for cloud execution on Google Cloud or AWS.

not rated 3 5mo ago A 63 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end ATAC-seq workflow from FASTQ files to differential accessibility and TF footprinting. Covers alignment, peak calling with MACS3, QC metrics, and optional TOBIAS footprinting. Use when running end-to-end ATAC-seq analysis from FASTQ to differential accessibility.

not rated 3 5mo ago A 68 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

not rated 3 5mo ago A 63 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end causal inference pipeline from GWAS summary statistics through Mendelian randomization, colocalization, fine-mapping, and mediation analysis. Use when performing post-GWAS causal inference to identify causal exposures, shared causal variants, and mediating mechanisms.

not rated 3 5mo ago A 62 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end ChIP-seq workflow from FASTQ files to annotated peaks. Covers QC, alignment, peak calling with MACS3, and peak annotation with ChIPseeker. Use when processing ChIP-seq data from alignment through peak annotation.

not rated 3 5mo ago A 59 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end CLIP-seq analysis from FASTQ to binding sites and motif enrichment. Use when analyzing protein-RNA interactions from CLIP-based methods.

not rated 3 5mo ago A 39 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with visualization and annotation. Use when detecting copy number alterations from sequencing data.

not rated 3 5mo ago A 47 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end CRISPR experiment design from target selection to delivery-ready constructs. Covers guide RNA design, off-target assessment, and specialized editing strategies including knockouts, base editing, and HDR knockins. Use when designing complete CRISPR editing experiments for gene knockout, correction, or…

not rated 3 5mo ago A 70 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end flow cytometry workflow from FCS files to differential analysis. Orchestrates compensation, transformation, gating/clustering, and statistical testing with CATALYST/diffcyt. Use when processing flow or mass cytometry data end-to-end.

not rated 3 5mo ago A 60 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end eDNA metabarcoding from raw amplicons to community ecology. Covers QC, primer removal, denoising with OBITools3 or DADA2, contamination filtering, taxonomy assignment, Hill number diversity, and constrained ordination. Use when processing environmental DNA samples for biodiversity assessment or ecological…

not rated 3 5mo ago A 72 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

Workflow from differential expression results to functional enrichment analysis. Covers GO, KEGG, Reactome enrichment with clusterProfiler and visualization. Use when taking DE results to pathway enrichment.

not rated 3 5mo ago A 42 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end DNA sequencing workflow from FASTQ files to variant calls. Covers QC, alignment with BWA, BAM processing, and variant calling with bcftools or GATK HaplotypeCaller. Use when calling variants from raw sequencing reads.

not rated 3 5mo ago A 59 tokens original MIT

thesecondfox/skill

Skill Claude CodeCodex

End-to-end gene regulatory network inference pipeline from processed single-cell data to regulon discovery and perturbation simulation. Supports RNA-only (pySCENIC) and multiome (SCENIC+) paths. Use when building gene regulatory networks from single-cell transcriptomic or multiome data.

not rated 3 5mo ago A 65 tokens original MIT

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