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

• 5821

  Multi regime model performance comparison visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multi-regime-model-performance-comparison-visualization · Skill

  14★ repo

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

• 5822

  Multivariate ordination analysis nmds pca

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multivariate-ordination-analysis-nmds-pca · Skill

  14★ repo

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

• 5823

  Multivariate regression comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multivariate-regression-comparison · Skill

  14★ repo

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

• 5824

  Mzml data parsing pymzml pyopenms

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mzml-data-parsing-pymzml-pyopenms · Skill

  14★ repo

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

• 5825

  Nmr modality ablation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/nmr-modality-ablation-analysis · Skill

  14★ repo

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

• 5826

  Organism count distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/organism-count-distribution-analysis · Skill

  14★ repo

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

• 5827

  Over representation analysis pvalue interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/over-representation-analysis-pvalue-interpretation · Skill

  14★ repo

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

• 5828

  Pandas dataframe manipulation ms columns

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pandas-dataframe-manipulation-ms-columns · Skill

  14★ repo

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

• 5829

  Peak intensity distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-intensity-distribution-analysis · Skill

  14★ repo

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

• 5830

  Performance degradation quantification and analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/performance-degradation-quantification-and-analysis · Skill

  14★ repo

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

• 5831

  Plotly 3d surface scatter visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/plotly-3d-surface-scatter-visualization · Skill

  14★ repo

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

• 5832

  Polynomial regression quality assessment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/polynomial-regression-quality-assessment · Skill

  14★ repo

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

• 5833

  Prediction sensitivity analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/prediction-sensitivity-analysis · Skill

  14★ repo

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

• 5834

  Principal coordinate analysis interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/principal-coordinate-analysis-interpretation · Skill

  14★ repo

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

• 5835

  Python source code analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-source-code-analysis · Skill

  14★ repo

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

• 5836

  Quality control metric distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 5837

  Quality overview visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/quality-overview-visualization · Skill

  14★ repo

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

• 5838

  Rank order correlation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/rank-order-correlation-analysis · Skill

  14★ repo

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

• 5839

  Reaction flux concordance analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/reaction-flux-concordance-analysis · Skill

  14★ repo

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

• 5840

  Regression error metric evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-error-metric-evaluation · Skill

  14★ repo

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

• 5841

  Regression metric computation and comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-metric-computation-and-comparison · Skill

  14★ repo

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

• 5842

  Regression metric computation rmse mae r2

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-metric-computation-rmse-mae-r2 · Skill

  14★ repo

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

• 5843

  Regression model evaluation mae metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-model-evaluation-mae-metrics · Skill

  14★ repo

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

• 5844

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-model-validation-quantification · Skill

  14★ repo

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

• 5845

  Repository history analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/repository-history-analysis · Skill

  14★ repo

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

• 5846

  Retention time abundance correlation visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/retention-time-abundance-correlation-visualization · Skill

  14★ repo

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

• 5847

  Retention time calibration via lowess regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 5848

  Robustness analysis under perturbation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/robustness-analysis-under-perturbation · Skill

  14★ repo

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

• 5849

  Root mean squared error regression evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 5850

  Sample relationship visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/sample-relationship-visualization · Skill

  14★ repo

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

• 5851

  Score distribution analysis and statistical significance testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/score-distribution-analysis-and-statistical-significance-testing · Skill

  14★ repo

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

• 5852

  Score distribution visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/score-distribution-visualization · Skill

  14★ repo

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

• 5853

  Scoring function sensitivity analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/scoring-function-sensitivity-analysis · Skill

  14★ repo

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

• 5854

  Sensitivity specificity tradeoff analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/sensitivity-specificity-tradeoff-analysis · Skill

  14★ repo

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

• 5855

  Silhouette analysis threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/silhouette-analysis-threshold-optimization · Skill

  14★ repo

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

• 5856

  Software performance characterization and scaling analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 5857

  Sonarcloud static code analysis integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/sonarcloud-static-code-analysis-integration · Skill

  14★ repo

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

• 5858

  Source code analysis for algorithm extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/source-code-analysis-for-algorithm-extraction · Skill

  14★ repo

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

• 5859

  Spatial correlation analysis in imaging mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spatial-correlation-analysis-in-imaging-mass-spectrometry · Skill

  14★ repo

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

• 5860

  Spearman correlation statistical analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spearman-correlation-statistical-analysis · Skill

  14★ repo

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

• 5861

  Spectral annotation and overlay visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-annotation-and-overlay-visualization · Skill

  14★ repo

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

• 5862

  Spectral fragmentation motif analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-fragmentation-motif-analysis · Skill

  14★ repo

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

• 5863

  Spectral network propagation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-network-propagation-analysis · Skill

  14★ repo

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

• 5864

  Spectral result visualization verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-result-visualization-verification · Skill

  14★ repo

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

• 5865

  Spectrum visualization and figure rendering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 5866

  Statistical distribution analysis across cohorts

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/statistical-distribution-analysis-across-cohorts · Skill

  14★ repo

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

• 5867

  Statistical distribution visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/statistical-distribution-visualization · Skill

  14★ repo

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

• 5868

  Statistical score distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/statistical-score-distribution-analysis · Skill

  14★ repo

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

• 5869

  Summary visualization artifact generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/summary-visualization-artifact-generation · Skill

  14★ repo

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

• 5870

  Time and memory complexity visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 5871

  Treemap visualization construction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/treemap-visualization-construction · Skill

  14★ repo

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

• 5872

  Unit test validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/unit-test-validation · Skill

  14★ repo

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

• 5873

  Untargeted metabolomics feature analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/untargeted-metabolomics-feature-analysis · Skill

  14★ repo

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

• 5874

  Validated link enrichment analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/validated-link-enrichment-analysis · Skill

  14★ repo

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

• 5875

  Visualization comparative performance metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/visualization-comparative-performance-metrics · Skill

  14★ repo

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

• 5876

  Acquisition method overlap analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/acquisition-method-overlap-analysis · Skill

  14★ repo

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

• 5877

  Adduct ion parent ion pairing analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/adduct-ion-parent-ion-pairing-analysis · Skill

  14★ repo

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

• 5878

  Algorithm parameter comparison analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/algorithm-parameter-comparison-analysis · Skill

  14★ repo

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

• 5879

  Analysis type selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/analysis-type-selection · Skill

  14★ repo

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

• 5880

  Ancova peak association analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ancova-peak-association-analysis · Skill

  14★ repo

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