Topic: skills
17,247 skills in this topic.
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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-workflows-crispr-screen-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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protein-structure-prediction
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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knowledge-synthesis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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prior-auth-coworker
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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spatial-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-restriction-fragment-analysis
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
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iso-13485-certification
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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scvi-tools
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.
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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bio-metabolomics-lipidomics
Specialized lipidomics analysis for lipid identification, quantification, and pathway interpretation. Covers LC-MS lipidomics with LipidSearch, MS-DIAL, and LipidMaps annotation. Use when analyzing lipid classes, chain composition, or lipid-specific pathways.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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alphafold-database
Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
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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cell-free-expression
Guidance for cell-free protein synthesis (CFPS) optimization. Use when: (1) Planning CFPS experiments, (2) Troubleshooting low yield or aggregation, (3) Optimizing DNA template design for CFPS, (4) Expressing difficult proteins (disulfide-rich, toxic, membrane).
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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treatment-plans
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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gsea-enrichment-analysis
Gene set enrichment analysis with correct geneset format handling. Critical guidance for loading pathway databases and running enrichment in OmicVerse.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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single2spatial-spatial-mapping
Map scRNA-seq atlases onto spatial transcriptomics slides using omicverse's Single2Spatial workflow for deep-forest training, spot-level assessment, and marker visualisation.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflows-imc-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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scientific-slides
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-admet-prediction
Predicts ADMET properties using ADMETlab 3.0 API or DeepChem models. Estimates bioavailability, CYP inhibition, hERG liability, and 119 toxicity endpoints with uncertainty quantification. Filters for PAINS and other structural alerts. Use when filtering compounds for drug-likeness or prioritizing leads by predicted safety.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-genome-engineering-off-target-prediction
Predict CRISPR off-target sites using Cas-OFFinder and CFD scoring algorithms. Identify potential unintended cleavage sites genome-wide and assess guide specificity. Use when evaluating guide RNA specificity or selecting guides with minimal off-target risk.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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tooluniverse-metabolomics
Comprehensive metabolomics research skill for identifying metabolites, analyzing studies, and searching metabolomics databases. Integrates HMDB (220k+ metabolites), MetaboLights, Metabolomics Workbench, and PubChem. Use when asked to identify or annotate metabolites (HMDB IDs, chemical properties, pathways), retrieve metabolomics study information from MetaboLights (MTBLS*) or Metabolomics Workbench (ST*), search for studies by keywords or disease, or generate comprehensive metabolomics research reports.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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aeon
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009