Topic: openclaw-skills
1,539 skills in this topic.
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tooluniverse-drug-research
Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections. Covers identity, chemistry, pharmacology, targets, clinical trials, safety, pharmacogenomics, and ADMET properties. Use when users ask about drugs, medications, therapeutics, or need drug profiling, safety assessment, or clinical development research.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-tumor-fraction-estimation
Estimates circulating tumor DNA fraction from shallow whole-genome sequencing using ichorCNA. Detects copy number alterations via HMM segmentation and calculates ctDNA percentage. Requires 0.1-1x sWGS coverage. Use when quantifying tumor burden from liquid biopsy or monitoring treatment response.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bulk-rna-seq-differential-expression-with-omicverse
Guide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment. Use when a user has bulk count matrices and needs differential expression analysis in omicverse.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-metabolomics-normalization-qc
Quality control and normalization for metabolomics data. Covers QC-based correction, batch effect removal, and data transformation methods. Use when correcting technical variation in metabolomics data before statistical analysis.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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deep-research
Execute autonomous multi-step deep research on any topic. Use when the user asks for comprehensive research, literature reviews, competitive analysis, topic deep-dives, or wants to understand a complex subject from multiple angles. Triggers on "deep research", "research on", "investigate", "literature review", "comprehensive analysis", "what do we know about", "summarize research on".
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-flow-cytometry-fcs-handling
Read and manipulate Flow Cytometry Standard (FCS) files. Covers loading data, accessing parameters, and basic data exploration. Use when loading and inspecting flow or mass cytometry data before preprocessing.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-population-genetics-scikit-allel-analysis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-clip-seq-clip-peak-calling
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-clip-seq-clip-motif-analysis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-chipseq-qc
ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate) for replicate concordance. Use to assess experiment quality before downstream analysis. Use when assessing ChIP-seq data quality metrics.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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pytorch-lightning
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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binding-characterization
Guidance for SPR and BLI binding characterization experiments. Use when: (1) Planning binding kinetics experiments, (2) Troubleshooting poor/no binding signal, (3) Interpreting kinetic data artifacts, (4) Choosing between SPR vs BLI platforms.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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tooluniverse-precision-oncology
Provide actionable treatment recommendations for cancer patients based on molecular profile. Interprets tumor mutations, identifies FDA-approved therapies, finds resistance mechanisms, matches clinical trials. Use when oncologist asks about treatment options for specific mutations (EGFR, KRAS, BRAF, etc.), therapy resistance, or clinical trial eligibility.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-long-read-sequencing-nanopore-methylation
Calls DNA methylation from Oxford Nanopore sequencing data using signal-level analysis. Use when detecting 5mC or 6mA modifications directly from nanopore reads without bisulfite conversion.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-methylation-methylkit
DNA methylation analysis with methylKit in R. Import Bismark coverage files, filter by coverage, normalize samples, and perform statistical comparisons. Use when analyzing single-base methylation patterns, comparing samples, or preparing data for DMR detection.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-compressed-files
Read and write compressed sequence files (gzip, bzip2, BGZF) using Biopython. Use when working with .gz or .bz2 sequence files. Use BGZF for indexable compressed files.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-epidemiological-genomics-transmission-inference
Infer pathogen transmission networks and identify likely transmission pairs using TransPhylo and outbreak reconstruction algorithms. Estimate who-infected-whom from genomic and epidemiological data. Use when investigating outbreak transmission chains or identifying superspreaders.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-causal-genomics-fine-mapping
Identify likely causal variants within GWAS loci using SuSiE for sum of single effects regression and FINEMAP for shotgun stochastic search. Computes posterior inclusion probabilities and credible sets to prioritize variants for functional follow-up. Use when narrowing GWAS association signals to candidate causal variants or building credible sets for functional validation.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-crispr-screens-crispresso-editing
CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports. Use when analyzing amplicon sequencing data from CRISPR editing experiments to assess editing efficiency.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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armored-cart-design-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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family-health-analyzer
分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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epidemiologist-analyst
Analyzes disease patterns and health events through epidemiological lens using surveillance systems,
outbreak investigation methods, and disease modeling frameworks.
Provides insights on disease spread, risk factors, prevention strategies, and public health interventions.
Use when: Disease outbreaks, health policy evaluation, risk assessment, intervention planning.
Evaluates: Transmission dynamics, risk factors, causality, population health impact, intervention effectiveness.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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knowledge-synthesis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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open-targets-search
Search Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009