Topic: skills
17,247 skills in this topic.
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multimodal-radpath-fusion-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-ctdna-mutation-detection
Detects somatic mutations in circulating tumor DNA using variant callers optimized for low allele fractions with UMI-based error suppression. Reliably detects mutations at VAF above 0.5 percent using consensus-based approaches. Use when identifying tumor mutations from plasma DNA or tracking specific variants.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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vcf-manipulation
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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polars
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-read-alignment-bowtie2-alignment
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-rna-quantification-featurecounts-counting
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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cellxgene-census
Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale single-cell analysis.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflows-genome-assembly-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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data-visualization-expert
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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joint-calling
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-single-cell-markers-annotation
Find marker genes and annotate cell types in single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for differential expression between clusters, identifying cluster-specific markers, scoring gene sets, and assigning cell type labels. Use when finding marker genes and annotating clusters.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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tooluniverse-protein-structure-retrieval
Retrieves protein structure data from RCSB PDB, PDBe, and AlphaFold with protein disambiguation, quality assessment, and comprehensive structural profiles. Creates detailed structure reports with experimental metadata, ligand information, and download links. Use when users need protein structures, 3D models, crystallography data, or mention PDB IDs (4-character codes like 1ABC) or UniProt accessions.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-hi-c-analysis-tad-detection
Call topologically associating domains (TADs) from Hi-C data using insulation score, HiCExplorer, and other methods. Identify domain boundaries and hierarchical domain structure. Use when calling TADs from Hi-C insulation scores.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-format-conversion
Convert between sequence file formats (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when changing file formats or preparing data for different tools.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-phylo-tree-io
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-sequence-statistics
Calculate sequence statistics (N50, length distribution, GC content, summary reports) using Biopython. Use when analyzing sequence datasets, generating QC reports, or comparing assemblies.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-reference-operations
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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rehabilitation-analyzer
分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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verification-before-completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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gwas-lookup
Federated variant lookup across 9 genomic databases — GWAS Catalog, Open Targets, PheWeb (UKB, FinnGen, BBJ), GTEx, eQTL Catalogue, and more.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflows-methylation-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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chemcrow-drug-discovery
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-read-qc-contamination-screening
Detect sample contamination and cross-species reads using FastQ Screen. Screen reads against multiple reference genomes to identify bacterial, viral, adapter, or sample swap contamination. Use when suspecting cross-contamination or working with samples prone to microbial contamination.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009