megahit-assembler
MEGAHIT metagenomic assembly skill for reconstructing genomes from short reads
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MEGAHIT metagenomic assembly skill for reconstructing genomes from short reads
Seurat single-cell analysis skill for clustering, annotation, and trajectory analysis
STAR alignment skill for splice-aware RNA-seq read mapping with comprehensive QC metrics
Crystallization process design skill for nucleation control, crystal size distribution, and equipment selection
Waste minimization analysis skill for source reduction, recycling, and treatment optimization
Steel connection design skill for bolted and welded connections per AISC specifications
Specialized skill for metallic materials analysis and metallography including grain size measurement, phase quantification, and inclusion rating
Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions
MetaPhlAn metagenomic profiling skill for species-level community composition
Structural variant detection skill for identifying CNVs, inversions, translocations, and complex rearrangements
Tumor mutation burden and microsatellite instability calculation skill for immunotherapy biomarkers
Green chemistry metrics calculation skill for atom economy, E-factor, and process mass intensity
Civil 3D surface analysis skill for terrain modeling, earthwork, and drainage analysis
Expert skill for membrane filtration and separation system design including process selection, flux calculations, fouling analysis, and concentrate management.
Skill for surface composition, chemical state, and topography analysis including XPS depth profiling, AFM imaging, and contact angle measurements
Specialized skill for heat exchanger sizing, rating, and optimization per TEMA standards including shell-and-tube, plate, and air-cooled configurations
Salmon pseudo-alignment skill for fast and accurate transcript quantification
Variant Effect Predictor skill for comprehensive variant annotation with clinical database integration
QIIME2 microbiome analysis skill for 16S rRNA profiling and diversity analysis
Life Cycle Assessment skill for environmental impact evaluation and sustainability analysis
Hydraulic analysis skill for open channel flow, culverts, and pipe networks
Specialized skill for biological and physical-chemical wastewater treatment process optimization with activated sludge modeling, nutrient removal, aeration efficiency, and energy minimization.
Statistical power analysis and sample size determination
Skill for piping system stress analysis per ASME B31