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Topic: skills

17,247 skills in this topic.

simo-multiomics-integration-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-sequence-slicing
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
multi-search-engine Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
pdf-processing-pro Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-causal-genomics-mendelian-randomization Estimate causal effects between exposures and outcomes using genetic variants as instrumental variables with TwoSampleMR. Implements IVW, MR-Egger, weighted median, and MR-PRESSO methods for robust causal inference from GWAS summary statistics. Use when testing whether an exposure causally affects an outcome using genetic instruments.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-systems-biology-flux-balance-analysis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bayesian-optimizer
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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
psychologist-analyst Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience. Provides insights on behavior, cognition, emotion, motivation, group dynamics, decision-making biases, mental health, and individual differences. Use when: Behavioral patterns, decision-making, group behavior, mental health, leadership, persuasion, trauma, development. Evaluates: Cognitive processes, emotional responses, motivations, biases, group dynamics, personality, mental states.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-population-genetics-scikit-allel-analysis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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
bio-spatial-transcriptomics-spatial-preprocessing Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. Calculate QC metrics, filter spots/cells, normalize counts, and identify highly variable genes. Use when filtering and normalizing spatial transcriptomics data.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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
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
bio-longread-alignment Align long reads using minimap2 for Oxford Nanopore and PacBio data. Supports various presets for different read types and applications. Use when aligning ONT or PacBio reads to a reference genome for variant calling, SV detection, or coverage analysis.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-epitranscriptomics-m6a-differential
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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
pylabrobot Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid handling robots (Hamilton STAR, Opentrons OT-2, Tecan EVO), integrating lab equipment, managing deck layouts and resources (plates, tips, containers), reading plates, or creating reproducible laboratory protocols. Applicable for both simulated protocols and physical hardware control.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
knowledge-synthesis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
armored-cart-design-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-workflows-spatial-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
convergence-study Spatial and temporal convergence analysis with Richardson extrapolation and Grid Convergence Index (GCI) for solution verification
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
bio-genome-intervals-interval-arithmetic
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
scikit-survival Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions with concordance index or Brier score, handling competing risks, or implementing any survival analysis workflow with the scikit-survival library.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009