219 of these skill files have been read, by 230 distinct authors, and what they tell an agent counted. What Data analysis authors agree on, and what they forbid

• 721

  Mass accuracy alignment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-accuracy-alignment · Skill

  15★ repo

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

• 722

  Mass spectrometry data parsing mzml bruker

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-data-parsing-mzml-bruker · Skill

  15★ repo

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

• 723

  Mass spectrometry data visualization pandas

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-data-visualization-pandas · Skill

  15★ repo

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

• 724

  Mass spectrometry data visualization with pandas

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-data-visualization-with-pandas · Skill

  15★ repo

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

• 725

  Mass spectrometry data visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-data-visualization · Skill

  15★ repo

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

• 726

  Mass spectrometry peak alignment visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-peak-alignment-visualization · Skill

  15★ repo

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

• 727

  Mass spectrometry visualization backend comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-visualization-backend-comparison · Skill

  15★ repo

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

• 728

  Mass spectrum visualization matplotlib

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrum-visualization-matplotlib · Skill

  15★ repo

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

• 729

  Mass spectrum visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrum-visualization · Skill

  15★ repo

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

• 730

  Masst output visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/masst-output-visualization · Skill

  15★ repo

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

• 731

  Matplotlib bokeh plotly backend switching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matplotlib-bokeh-plotly-backend-switching · Skill

  15★ repo

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

• 732

  Matrix ion spatial distribution visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matrix-ion-spatial-distribution-visualization · Skill

  15★ repo

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

• 733

  Meta analysis result visualization interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/meta-analysis-result-visualization-interpretation · Skill

  15★ repo

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

• 734

  Metabolic parameter visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolic-parameter-visualization · Skill

  15★ repo

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

• 735

  Metabolite class visualization by statistical significance

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-class-visualization-by-statistical-significance · Skill

  15★ repo

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

• 736

  Metabolite feature treemap visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-feature-treemap-visualization · Skill

  15★ repo

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

• 737

  Metabolite feature visualization across batches

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-feature-visualization-across-batches · Skill

  15★ repo

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

• 738

  Metabolite interaction visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-interaction-visualization · Skill

  15★ repo

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

• 739

  Metabolite sample clustering visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-sample-clustering-visualization · Skill

  15★ repo

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

• 740

  Metabolomic heatmap visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomic-heatmap-visualization · Skill

  15★ repo

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

• 741

  Metabolomic workflow ranking visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomic-workflow-ranking-visualization · Skill

  15★ repo

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

• 742

  Mirror plot visualization for spectrum comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mirror-plot-visualization-for-spectrum-comparison · Skill

  15★ repo

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

• 743

  Model validation regression metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-validation-regression-metrics · Skill

  15★ repo

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

• 744

  Module trait association visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/module-trait-association-visualization · Skill

  15★ repo

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

• 745

  Mrm data format ingestion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mrm-data-format-ingestion · Skill

  15★ repo

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

• 746

  Msi data visualization and spatial analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msi-data-visualization-and-spatial-analysis · Skill

  15★ repo

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

• 747

  Multi backend visualization abstraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-backend-visualization-abstraction · Skill

  15★ repo

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

• 748

  Multi format data ingestion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-format-data-ingestion · Skill

  15★ repo

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

• 749

  Multi regime model performance comparison visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-regime-model-performance-comparison-visualization · Skill

  15★ repo

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

• 750

  Multiple linear regression model application

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multiple-linear-regression-model-application · Skill

  15★ repo

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

• 751

  Multivariate regression comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-regression-comparison · Skill

  15★ repo

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

• 752

  Multivariate statistical analysis metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-statistical-analysis-metabolomics · Skill

  15★ repo

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

• 753

  Mzml data parsing pymzml pyopenms

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mzml-data-parsing-pymzml-pyopenms · Skill

  15★ repo

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

• 754

  Network visualization ranked scoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/network-visualization-ranked-scoring · Skill

  15★ repo

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

• 755

  Neutral mass inference via regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/neutral-mass-inference-via-regression · Skill

  15★ repo

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

• 756

  Nmr network visualization and interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nmr-network-visualization-and-interpretation · Skill

  15★ repo

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

• 757

  Omics data integration visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/omics-data-integration-visualization · Skill

  15★ repo

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

• 758

  Omics data visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/omics-data-visualization · Skill

  15★ repo

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

• 759

  Omics network visualization preparation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/omics-network-visualization-preparation · Skill

  15★ repo

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

• 760

  Outlier detection and downweighting in regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/outlier-detection-and-downweighting-in-regression · Skill

  15★ repo

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

• 761

  Pandas accessor integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pandas-accessor-integration · Skill

  15★ repo

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

• 762

  Pandas dataframe column specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pandas-dataframe-column-specification · Skill

  15★ repo

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

• 763

  Pandas dataframe manipulation ms columns

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pandas-dataframe-manipulation-ms-columns · Skill

  15★ repo

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

• 764

  Pandas dataframe plotting interface

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pandas-dataframe-plotting-interface · Skill

  15★ repo

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

• 765

  Pathway enrichment visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pathway-enrichment-visualization · Skill

  15★ repo

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

• 766

  Peakmap visualization generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peakmap-visualization-generation · Skill

  15★ repo

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

• 767

  Plotly 3d surface scatter visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/plotly-3d-surface-scatter-visualization · Skill

  15★ repo

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

• 768

  Polynomial regression quality assessment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/polynomial-regression-quality-assessment · Skill

  15★ repo

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

• 769

  Python scientific visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-scientific-visualization · Skill

  15★ repo

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

• 770

  Qc metric visualization across samples

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/qc-metric-visualization-across-samples · Skill

  15★ repo

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

• 771

  Quality control visualization metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/quality-control-visualization-metabolomics · Skill

  15★ repo

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

• 772

  Quality overview visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/quality-overview-visualization · Skill

  15★ repo

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

• 773

  R pipe operator chaining

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-pipe-operator-chaining · Skill

  15★ repo

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

• 774

  Random forest regression tuning

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/random-forest-regression-tuning · Skill

  15★ repo

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

• 775

  Raw spectral data reading

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/raw-spectral-data-reading · Skill

  15★ repo

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

• 776

  Regression accuracy assessment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-accuracy-assessment · Skill

  15★ repo

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

• 777

  Regression error metric evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-error-metric-evaluation · Skill

  15★ repo

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

• 778

  Regression metric computation and comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-metric-computation-and-comparison · Skill

  15★ repo

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

• 779

  Regression metric computation rmse mae r2

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-metric-computation-rmse-mae-r2 · Skill

  15★ repo

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

• 780

  Regression model evaluation absolute error

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-model-evaluation-absolute-error · Skill

  15★ repo

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