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

• 6361

  Two dimensional spectral map analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/two-dimensional-spectral-map-analysis · Skill

  14★ repo

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

• 6362

  Univariate statistical analysis interpretation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/univariate-statistical-analysis-interpretation · Skill

  14★ repo

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

• 6363

  Untargeted metabolomics feature analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/untargeted-metabolomics-feature-analysis · Skill

  14★ repo

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

• 6364

  Backend compatibility verification visualization library

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/backend-compatibility-verification-visualization-library · Skill

  14★ repo

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

• 6365

  Batch effect visualization pca

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/batch-effect-visualization-pca · Skill

  14★ repo

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

• 6366

  Batch timing analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/batch-timing-analysis · Skill

  14★ repo

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

• 6367

  Chromatogram retention time visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatogram-retention-time-visualization · Skill

  14★ repo

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

• 6368

  Chromatogram visualization generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatogram-visualization-generation · Skill

  14★ repo

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

• 6369

  Code repository analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/code-repository-analysis · Skill

  14★ repo

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

• 6370

  Data quality validation lipidomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/data-quality-validation-lipidomics · Skill

  14★ repo

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

• 6371

  Dimensionality reduction for batch visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/dimensionality-reduction-for-batch-visualization · Skill

  14★ repo

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

• 6372

  Elemental ratio histogram visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/elemental-ratio-histogram-visualization · Skill

  14★ repo

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

• 6373

  Execution time metric analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/execution-time-metric-analysis · Skill

  14★ repo

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

• 6374

  Feature table construction for multivariate analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/feature-table-construction-for-multivariate-analysis · Skill

  14★ repo

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

• 6375

  Ft icr ms analysis tool evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ft-icr-ms-analysis-tool-evaluation · Skill

  14★ repo

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

• 6376

  Functional trait diversity analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/functional-trait-diversity-analysis · Skill

  14★ repo

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

• 6377

  Graph visualization interactive rendering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/graph-visualization-interactive-rendering · Skill

  14★ repo

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

• 6378

  Jupyter notebook execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/jupyter-notebook-execution · Skill

  14★ repo

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

• 6379

  Lexical analysis tokenization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/lexical-analysis-tokenization · Skill

  14★ repo

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

• 6380

  Lipid abundance differential analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/lipid-abundance-differential-analysis · Skill

  14★ repo

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

• 6381

  Lipid expression pattern visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/lipid-expression-pattern-visualization · Skill

  14★ repo

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

• 6382

  Low resolution mass spectrometry analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/low-resolution-mass-spectrometry-analysis · Skill

  14★ repo

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

• 6383

  Marker feature visualization retention time mz

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/marker-feature-visualization-retention-time-mz · Skill

  14★ repo

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

• 6384

  Mass error distribution analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-error-distribution-analysis · Skill

  14★ repo

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

• 6385

  Mass spectrometry data parsing mzml bruker

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

  14★ repo

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

• 6386

  Mass spectrometry visualization backend comparison

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectrometry-visualization-backend-comparison · Skill

  14★ repo

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

• 6387

  Metabolomic meta analysis workflow design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolomic-meta-analysis-workflow-design · Skill

  14★ repo

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

• 6388

  Mrm data format ingestion

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mrm-data-format-ingestion · Skill

  14★ repo

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

• 6389

  Ms quantitative analysis standards

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ms-quantitative-analysis-standards · Skill

  14★ repo

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

• 6390

  Multi format data ingestion

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/multi-format-data-ingestion · Skill

  14★ repo

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

• 6391

  Multi library comparative analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/multi-library-comparative-analysis · Skill

  14★ repo

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

• 6392

  Multivariate lipid metabolite analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/multivariate-lipid-metabolite-analysis · Skill

  14★ repo

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

• 6393

  Neutral mass inference via regression

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/neutral-mass-inference-via-regression · Skill

  14★ repo

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

• 6394

  Noise perturbation sensitivity analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/noise-perturbation-sensitivity-analysis · Skill

  14★ repo

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

• 6395

  Numeric variable range analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/numeric-variable-range-analysis · Skill

  14★ repo

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

• 6396

  Pandas accessor integration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/pandas-accessor-integration · Skill

  14★ repo

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

• 6397

  Pandas dataframe manipulation ms columns

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/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

• 6398

  Pandas dataframe plotting interface

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/pandas-dataframe-plotting-interface · Skill

  14★ repo

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

• 6399

  Peak shape correlation analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-shape-correlation-analysis · Skill

  14★ repo

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

• 6400

  Plotly 3d surface scatter visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/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

• 6401

  R data object serialization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/r-data-object-serialization · Skill

  14★ repo

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

• 6402

  Raw spectral data reading

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/raw-spectral-data-reading · Skill

  14★ repo

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

• 6403

  Regression model evaluation mae metrics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/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

• 6404

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/regression-model-validation-quantification · Skill

  14★ repo

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

• 6405

  Repository history analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/repository-history-analysis · Skill

  14★ repo

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

• 6406

  Runtime comparison analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/runtime-comparison-analysis · Skill

  14★ repo

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

• 6407

  Score distribution analysis and statistical significance testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/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

• 6408

  Singular value decomposition pathway analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/singular-value-decomposition-pathway-analysis · Skill

  14★ repo

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

• 6409

  Source code analysis for algorithm extraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/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

• 6410

  Statistical distribution analysis across cohorts

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/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

• 6411

  Topic label validation distribution analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/topic-label-validation-distribution-analysis · Skill

  14★ repo

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

• 6412

  Ubuntu package inventory analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ubuntu-package-inventory-analysis · Skill

  14★ repo

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

• 6413

  Visualization comparative performance metrics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/visualization-comparative-performance-metrics · Skill

  14★ repo

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

• 6414

  Adduct ion parent ion pairing analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/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

• 6415

  Histogram peak occurrence analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/histogram-peak-occurrence-analysis · Skill

  14★ repo

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

• 6416

  Image visualization formatting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/image-visualization-formatting · Skill

  14★ repo

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

• 6417

  Imzml continuous format parsing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/imzml-continuous-format-parsing · Skill

  14★ repo

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

• 6418

  Interactive spectral visualization emperor

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/interactive-spectral-visualization-emperor · Skill

  14★ repo

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

• 6419

  Linear axis spatial analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/linear-axis-spatial-analysis · Skill

  14★ repo

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

• 6420

  Mass spectrometry imaging data import

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/mass-spectrometry-imaging-data-import · Skill

  14★ repo

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