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

• 6061

  Nmr modality ablation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nmr-modality-ablation-analysis · Skill

  14★ repo

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

• 6062

  Nmr network visualization and interpretation

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

  14★ repo

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

• 6063

  Nmr spectral comparative analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nmr-spectral-comparative-analysis · Skill

  14★ repo

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

• 6064

  Noise perturbation sensitivity analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/noise-perturbation-sensitivity-analysis · Skill

  14★ repo

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

• 6065

  Nontargeted analysis workflow execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nontargeted-analysis-workflow-execution · Skill

  14★ repo

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

• 6066

  Numeric variable range analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/numeric-variable-range-analysis · Skill

  14★ repo

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

• 6067

  Numerical method scheme analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/numerical-method-scheme-analysis · Skill

  14★ repo

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

• 6068

  Object oriented design analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/object-oriented-design-analysis · Skill

  14★ repo

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

• 6069

  Omics data integration visualization

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

  14★ repo

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

• 6070

  Omics data visualization

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

  14★ repo

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

• 6071

  Omics network visualization preparation

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

  14★ repo

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

• 6072

  Organism count distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/organism-count-distribution-analysis · Skill

  14★ repo

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

• 6073

  Outlier detection and downweighting in regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6074

  Outlier detection qc sample ratio analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6075

  Over representation analysis pvalue interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6076

  Over representation analysis workflow

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/over-representation-analysis-workflow · Skill

  14★ repo

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

• 6077

  Over representation enrichment analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/over-representation-enrichment-analysis · Skill

  14★ repo

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

• 6078

  Pandas accessor integration

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

  14★ repo

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

• 6079

  Pandas dataframe column specification

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

  14★ repo

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

• 6080

  Pandas dataframe manipulation ms columns

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6081

  Pandas dataframe plotting interface

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

  14★ repo

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

• 6082

  Pareto scaling multivariate analysis

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

  14★ repo

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

• 6083

  Pathway enrichment analysis tool selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pathway-enrichment-analysis-tool-selection · Skill

  14★ repo

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

• 6084

  Pathway enrichment visualization

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

  14★ repo

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

• 6085

  Pathway over representation analysis ora

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6086

  Pc selection via acceleration and parallel analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pc-selection-via-acceleration-and-parallel-analysis · Skill

  14★ repo

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

• 6087

  Peak intensity chromatographic property analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6088

  Peak intensity distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-intensity-distribution-analysis · Skill

  14★ repo

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

• 6089

  Peak picking avoidance ms analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6090

  Peak shape correlation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-shape-correlation-analysis · Skill

  14★ repo

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

• 6091

  Peakmap visualization generation

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

  14★ repo

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

• 6092

  Per sample feature composition analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6093

  Performance degradation quantification and analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6094

  Performance threshold filtering and analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6095

  Plotly 3d surface scatter visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6096

  Polynomial regression quality assessment

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

  14★ repo

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

• 6097

  Positive mode ionization analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/positive-mode-ionization-analysis · Skill

  14★ repo

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

• 6098

  Prediction error analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/prediction-error-analysis · Skill

  14★ repo

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

• 6099

  Prediction sensitivity analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/prediction-sensitivity-analysis · Skill

  14★ repo

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

• 6100

  Principal component analysis for metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/principal-component-analysis-for-metabolomics · Skill

  14★ repo

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

• 6101

  Principal component analysis interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/principal-component-analysis-interpretation · Skill

  14★ repo

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

• 6102

  Principal component analysis multivariate reduction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/principal-component-analysis-multivariate-reduction · Skill

  14★ repo

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

• 6103

  Principal component analysis scaling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/principal-component-analysis-scaling · Skill

  14★ repo

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

• 6104

  Principal coordinate analysis interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/principal-coordinate-analysis-interpretation · Skill

  14★ repo

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

• 6105

  Python scientific visualization

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

  14★ repo

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

• 6106

  Python source code analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-source-code-analysis · Skill

  14★ repo

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

• 6107

  Qc metric visualization across samples

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6108

  Quality control metric distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6109

  Quality control visualization metabolomics

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

  14★ repo

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

• 6110

  Quality overview visualization

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

  14★ repo

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

• 6111

  R data object serialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-data-object-serialization · Skill

  14★ repo

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

• 6112

  R pipe operator chaining

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

  14★ repo

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

• 6113

  Random forest regression tuning

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

  14★ repo

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

• 6114

  Rank order correlation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rank-order-correlation-analysis · Skill

  14★ repo

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

• 6115

  Rare variant integration analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rare-variant-integration-analysis · Skill

  14★ repo

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

• 6116

  Raw spectral data reading

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

  14★ repo

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

• 6117

  Reaction flux concordance analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reaction-flux-concordance-analysis · Skill

  14★ repo

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

• 6118

  Reaction rule coverage analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reaction-rule-coverage-analysis · Skill

  14★ repo

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

• 6119

  Regression accuracy assessment

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

  14★ repo

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

• 6120

  Regression error metric evaluation

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

  14★ repo

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