bioc-howto
Skill10 starsChanged 3 months agoMITView on GitHub
A consolidated index of Bioconductor how-to skills covering genomics, sequencing, and omics data analysis tasks
In this repository19 other files it gives its agents.
- AGENTS.mdAGENTS.md
- instructions/claude.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- adr-authorSkill
- analyze-r-packageSkill
- bioc-pkg-devSkill
- bioc-pkg-finderSkill
- bioc-pkg-reviewSkill
- build-check-bioccheckSkill
- check-bioconductor-skillsSkill
- create-package-instructionsSkill
- create-skillSkill
- document-skillSkill
- improve-code-coverageSkill
- migrate-datapkg-to-zenodoSkill
- security-audit-r-packageSkill
- update-package-instructionsSkill
- update-r-newsSkill
- validate-skillSkill
The file
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Bioconductor How-To Skills
This skill indexes a collection of focused, practical how-tos for common Bioconductor tasks. Each entry links to a dedicated file with full step-by-step instructions, required packages, example code, and further reading.
The individual how-to files are located in skills/bioc-howto/how-tos/.
Index of How-Tos
| Skill | Description |
| compute-read-coverage | Compute per-base read coverage from a BAM file using Bioconductor's GenomicAlignments package |
| compute-sequence-composition-for-genomic-regions | Compute GC content and CpG observed/expected ratio for genomic regions using Bioconductor |
| extract-promoter-sequences | Extract promoter DNA sequences for any organism's genes using Bioconductor |
| get-exon-intron-sequence-for-gene | Retrieve exon and intron DNA sequences for a specific gene using Bioconductor |
| load-gene-from-gff-gtf | Import a gene model from a GFF or GTF file as a TxDb object using Bioconductor |
| read-big-bam-file-in-chunks | Iterate through a large BAM file in memory-efficient chunks using Bioconductor |
| read-gene-sets-from-gmt-files | Read gene sets from GMT files (e.g. MSigDB) into Bioconductor GeneSetCollection objects |
| read-mass-spectrometry-data | Load raw mass spectrometry data from mzML files into a Bioconductor Spectra object |
| read-paired-end-reads-from-bam-file | Load paired-end reads from a BAM file as GAlignmentPairs or GAlignmentsList using Bioconductor |
| read-single-end-reads-from-bam-file | Load single-end reads from a BAM file into a GAlignments object using Bioconductor |
| retrieve-gene-model-from-annotationhub | Download a gene model from AnnotationHub as a GRanges or GRangesList object using Bioconductor |
| use-tidy-principles-for-granges-manipulation | Manipulate GRanges objects using dplyr-style tidy verbs via the tidyomics/plyranges Bioconductor ecosystem |
| use-tidy-principles-for-rna-seq-analysis | Manipulate SummarizedExperiment and SingleCellExperiment RNA-seq objects using tidy dplyr-style verbs via tidyomics |
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