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Research & analysis

12,656 rows, by stacks then stars

1,976 of these skill files have been read, by 1,063 distinct authors, and what they tell an agent counted. What Research & analysis authors agree on, and what they forbid

  • Mass spectrum visualization matplotlib

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrum-visualization-matplotlib Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Mass spectrum visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrum-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Masst output visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/masst-output-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite feature anova analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-feature-anova-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite feature treemap visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-feature-treemap-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite set analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-set-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolomic heatmap visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomic-heatmap-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Model validation regression metrics

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/model-validation-regression-metrics Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Module dispatch architecture analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/module-dispatch-architecture-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Molecular family grouping analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-family-grouping-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Molecular network clustering and analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-network-clustering-and-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Ms dial export file specification

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms-dial-export-file-specification Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Multiple linear regression model application

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multiple-linear-regression-model-application Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Multivariate statistical analysis metabolomics

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multivariate-statistical-analysis-metabolomics Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Nextflow pipeline configuration hpc

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/nextflow-pipeline-configuration-hpc Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Nontargeted analysis workflow execution

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/nontargeted-analysis-workflow-execution Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Numerical method scheme analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/numerical-method-scheme-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Outlier detection and downweighting in regression

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/outlier-detection-and-downweighting-in-regression Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Outlier detection qc sample ratio analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/outlier-detection-qc-sample-ratio-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Pathway over representation analysis ora

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pathway-over-representation-analysis-ora Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak intensity chromatographic property analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-intensity-chromatographic-property-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak intensity distribution analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-intensity-distribution-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak picking avoidance ms analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-picking-avoidance-ms-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Per sample feature composition analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/per-sample-feature-composition-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Performance threshold filtering and analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/performance-threshold-filtering-and-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Polynomial regression quality assessment

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/polynomial-regression-quality-assessment Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Positive mode ionization analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/positive-mode-ionization-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Principal component analysis interpretation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/principal-component-analysis-interpretation Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Principal coordinate analysis interpretation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/principal-coordinate-analysis-interpretation Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Qc metric visualization across samples

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/qc-metric-visualization-across-samples Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Quality control metric distribution analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/quality-control-metric-distribution-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Random forest regression tuning

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/random-forest-regression-tuning Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Reaction flux concordance analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/reaction-flux-concordance-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Retention time calibration lowess regression

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-calibration-lowess-regression Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Retention time calibration via lowess regression

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-calibration-via-lowess-regression Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Retention time feature distribution analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-feature-distribution-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Retention time indexed spectral aggregation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-indexed-spectral-aggregation Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Retention time regression output specification

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-regression-output-specification Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Root mean squared error regression evaluation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/root-mean-squared-error-regression-evaluation Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Sample relationship visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/sample-relationship-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Score distribution visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/score-distribution-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Scoring function sensitivity analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/scoring-function-sensitivity-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Sensitivity specificity tradeoff analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/sensitivity-specificity-tradeoff-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Silhouette analysis threshold optimization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/silhouette-analysis-threshold-optimization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Software performance characterization and scaling analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/software-performance-characterization-and-scaling-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectral data visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-data-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectral fragmentation motif analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-fragmentation-motif-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectral network propagation analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-network-propagation-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectral noise synthesis poisson distribution

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-noise-synthesis-poisson-distribution Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectral peak visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-peak-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectral result visualization verification

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-result-visualization-verification Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectrum preprocessing for similarity analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-preprocessing-for-similarity-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Spectrum visualization and figure rendering

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-visualization-and-figure-rendering Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Statistical enrichment analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/statistical-enrichment-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Statistical visualization multi group

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/statistical-visualization-multi-group Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Tandem mass spectrometry ion fragmentation pattern analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tandem-mass-spectrometry-ion-fragmentation-pattern-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Temporal profile correlation analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/temporal-profile-correlation-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Time and memory complexity visualization

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/time-and-memory-complexity-visualization Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Transition list formatting for targeted analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/transition-list-formatting-for-targeted-analysis Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Treemap visualization construction

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/treemap-visualization-construction Skill

    14★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder