root-data-analyzer
ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis
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ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis
STAR alignment skill for splice-aware RNA-seq read mapping with comprehensive QC metrics
Qdrant vector database with filtering, payloads, and quantization support
Seurat single-cell analysis skill for clustering, annotation, and trajectory analysis
Phylogenetic analysis skill for constructing evolutionary trees and assessing relationships
Pinecone vector database setup, configuration, and operations for RAG applications
PharmGKB pharmacogenomics annotation skill for drug-gene interaction assessment
MetaPhlAn metagenomic profiling skill for species-level community composition
LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns
MEGAHIT metagenomic assembly skill for reconstructing genomes from short reads
Kraken2 taxonomic classification skill for rapid metagenomic read assignment
SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.
Gene Set Enrichment Analysis skill for functional annotation and pathway interpretation
Generate structured logging schemas with correlation ID patterns and ELK/Splunk integration
Sequencing quality control skill for assessing read quality, adapter contamination, and sequence composition
Deep integration with Ghidra and IDA Pro for binary analysis and reverse engineering
Cell Ranger skill for 10X Genomics single-cell data processing
Expertise in RTL optimization for FPGA synthesis tools. Analyzes synthesis reports, applies attributes, and guides resource inference for optimal QoR.