Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
tcm-constitution-analyzer
分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
claw-ancestry-pca
Ancestry decomposition PCA against the Simons Genome Diversity Project
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
torch-geometric
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
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
-
bio-tcr-bcr-analysis-scirpy-analysis
Analyze single-cell TCR and BCR data integrated with gene expression using scirpy. Use when working with 10x Genomics VDJ data alongside scRNA-seq or when integrating immune receptor information with cell state analysis.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
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
-
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
-
bio-small-rna-seq-mirdeep2-analysis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bio-reporting-rmarkdown-reports
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
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
-
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
aav-vector-design-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bioinformatics-singlecell
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
imaging-data-commons
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
myeloma-mrd-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bio-workflows-expression-to-pathways
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bulk-rna-seq-batch-correction-with-combat
Use omicverse's pyComBat wrapper to remove batch effects from merged bulk RNA-seq or microarray cohorts, export corrected matrices, and benchmark pre/post correction visualisations.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
prior-auth-review-skill
Automate payer review of prior authorization (PA) requests. This skill should be used when users say "Review this PA request", "Process prior authorization for [procedure]", "Assess medical necessity", "Generate PA decision", or when processing clinical documentation for coverage policy validation and authorization decisions.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
hypogenic
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bio-pathway-wikipathways
WikiPathways enrichment using clusterProfiler and rWikiPathways. Use when analyzing gene lists against community-curated open-source pathways. Performs over-representation analysis and GSEA for 30+ species.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bio-single-cell-lineage-tracing
Reconstruct cell lineage trees from CRISPR barcode tracing or mitochondrial mutations. Use when studying clonal dynamics, cell fate decisions, or developmental trajectories.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
hemoglobinopathy-analysis-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
labstep
Interact with the Labstep electronic lab notebook API using labstepPy. Query experiments, protocols, resources, inventory, and other lab entities.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
-
bio-data-visualization-volcano-customization
FreedomIntelligence/OpenClaw-Medical-Skills 2,009