2k tokens
context cost
the whole folder, loaded on every use
2
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
132
stars on the repo
on the repository, not the skill itself
Install
one command, takes just this skill from the repository
npx skills add https://github.com/BioTender-max/awesome-bio-agent-skills --skill bioskills
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What comes with it
4 247 bytes besides the instruction
The instruction itself
5 sections, as written by the author
bioSkills Installer
Meta-skill that installs the full bioSkills collection (425 skills across 62 categories) for bioinformatics analysis.
Installation
Run the bundled install script to download and install all bioSkills:
bash scripts/install-bioskills.sh
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Or install only specific categories:
bash scripts/install-bioskills.sh --categories "single-cell,variant-calling,differential-expression"
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What Gets Installed
425 skills across 62 categories covering:
Sequence & Alignment (40): sequence-io, sequence-manipulation, alignment, alignment-files, database-access
Read Processing (11): read-qc, read-alignment
RNA-seq & Expression (14): differential-expression, rna-quantification, expression-matrix
Single-Cell & Spatial (25): single-cell, spatial-transcriptomics
Variant Analysis (21): variant-calling, copy-number, phasing-imputation
Epigenomics (25): chip-seq, atac-seq, methylation-analysis, hi-c-analysis
Metagenomics & Microbiome (13): metagenomics, microbiome
Genomics & Assembly (29): genome-assembly, genome-annotation, genome-intervals, genome-engineering, primer-design
Regulatory & Causal (13): gene-regulatory-networks, causal-genomics, rna-structure
Temporal & Ecological (11): temporal-genomics, ecological-genomics
Immunology & Clinical (25): immunoinformatics, clinical-databases, tcr-bcr-analysis, epidemiological-genomics
Specialized Omics (36): proteomics, metabolomics, alternative-splicing, chemoinformatics, liquid-biopsy
RNA Biology (20): small-rna-seq, epitranscriptomics, clip-seq, ribo-seq
Phylogenetics & Evolution (16): phylogenetics, population-genetics, comparative-genomics
Structural & Systems (11): structural-biology, systems-biology
Screens & Cytometry (22): crispr-screens, flow-cytometry, imaging-mass-cytometry
Pathway & Integration (14): pathway-analysis, multi-omics-integration, restriction-analysis
Infrastructure (39): data-visualization, machine-learning, workflow-management, reporting, experimental-design, long-read-sequencing
Workflows (40): end-to-end pipelines (FASTQ to results)
After Installation
Once installed, skills are automatically triggered based on the task at hand. Example requests:
"I have RNA-seq counts from treated vs control samples - find the differentially expressed genes"
"Call variants from this whole genome sequencing BAM file"
"Cluster my single-cell RNA-seq data and find marker genes"
"Predict the structure of this protein sequence"
"Run a metagenomics classification on these shotgun reads"
Source
GitHub: https://github.com/GPTomics/bioSkills