1,642 of these skill files have been read, by 1,048 distinct authors, and what they tell an agent counted. What Review & quality authors agree on, and what they forbid

• 8821

  Molecular formula validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-formula-validation · Skill

  15★ repo

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

• 8822

  Ms annotation result validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms-annotation-result-validation · Skill

  15★ repo

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

• 8823

  Msi data matrix import and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/msi-data-matrix-import-and-validation · Skill

  15★ repo

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

• 8824

  Multi assay cross linking validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multi-assay-cross-linking-validation · Skill

  15★ repo

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

• 8825

  Mzml format output generation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzml-format-output-generation-and-validation · Skill

  15★ repo

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

• 8826

  Mzml format output validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzml-format-output-validation · Skill

  15★ repo

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

• 8827

  Mzml format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzml-format-validation · Skill

  15★ repo

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

• 8828

  Numerical equivalence verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/numerical-equivalence-verification · Skill

  15★ repo

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

• 8829

  Peak boundary definition and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-boundary-definition-and-validation · Skill

  15★ repo

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

• 8830

  Peak classification validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-classification-validation · Skill

  15★ repo

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

• 8831

  Peak list parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-list-parsing-and-validation · Skill

  15★ repo

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

• 8832

  Peak property validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-property-validation · Skill

  15★ repo

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

• 8833

  Peak table row count validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-table-row-count-validation · Skill

  15★ repo

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

• 8834

  Phylogenetic tree validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/phylogenetic-tree-validation · Skill

  15★ repo

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

• 8835

  Pipeline end to end execution and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pipeline-end-to-end-execution-and-validation · Skill

  15★ repo

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

• 8836

  Ppm error validation in metabolomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ppm-error-validation-in-metabolomics · Skill

  15★ repo

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

• 8837

  Project metadata validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/project-metadata-validation · Skill

  15★ repo

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

• 8838

  Pytorch tensor shape validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pytorch-tensor-shape-validation · Skill

  15★ repo

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

• 8839

  Quality control merge verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/quality-control-merge-verification · Skill

  15★ repo

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

• 8840

  Quality control threshold validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/quality-control-threshold-validation · Skill

  15★ repo

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

• 8841

  R script validation and execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/r-script-validation-and-execution · Skill

  15★ repo

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

• 8842

  Rc object construction and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/rc-object-construction-and-validation · Skill

  15★ repo

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

• 8843

  Reference semantics verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/reference-semantics-verification · Skill

  15★ repo

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

• 8844

  Retention time alignment validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-alignment-validation · Skill

  15★ repo

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

• 8845

  Retention time prediction validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-prediction-validation · Skill

  15★ repo

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

• 8846

  Routing module testing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/routing-module-testing-and-validation · Skill

  15★ repo

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

• 8847

  Smiles parsing validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/smiles-parsing-validation · Skill

  15★ repo

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

• 8848

  Snr based signal validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/snr-based-signal-validation · Skill

  15★ repo

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

• 8849

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/software-architecture-documentation-review · Skill

  15★ repo

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

• 8850

  Spectral data import validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-data-import-validation · Skill

  15★ repo

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

• 8851

  Spectral data validation

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

  15★ repo

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

• 8852

  Spectral embedding rationality verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-embedding-rationality-verification · Skill

  15★ repo

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

• 8853

  Spectral format parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-format-parsing-and-validation · Skill

  15★ repo

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

• 8854

  Spectral library schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-library-schema-validation · Skill

  15★ repo

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

• 8855

  Spectral result visualization verification

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

  15★ repo

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

• 8856

  Spectral workflow validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-workflow-validation · Skill

  15★ repo

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

• 8857

  Spectrum feature engineering validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-feature-engineering-validation · Skill

  15★ repo

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

• 8858

  Structural clustering validation in chemical space

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/structural-clustering-validation-in-chemical-space · Skill

  15★ repo

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

• 8859

  Targeted peak detection screening and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/targeted-peak-detection-screening-and-validation · Skill

  15★ repo

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

• 8860

  Thread utilization profiling and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/thread-utilization-profiling-and-validation · Skill

  15★ repo

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

• 8861

  Threshold based library validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/threshold-based-library-validation · Skill

  15★ repo

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

• 8862

  Train test split verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/train-test-split-verification · Skill

  15★ repo

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

• 8863

  Training validation dataset stratification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/training-validation-dataset-stratification · Skill

  15★ repo

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

• 8864

  Training validation test set allocation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/training-validation-test-set-allocation · Skill

  15★ repo

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

• 8865

  Tree based model validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tree-based-model-validation · Skill

  15★ repo

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

• 8866

  Type safety and length matching validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/type-safety-and-length-matching-validation · Skill

  15★ repo

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

• 8867

  Workflow branching logic design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-branching-logic-design · Skill

  15★ repo

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

• 8868

  Workflow output validation and qa

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-output-validation-and-qa · Skill

  15★ repo

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

• 8869

  Workflow pipeline execution validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-pipeline-execution-validation · Skill

  15★ repo

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

• 8870

  Workflow reproducibility validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-reproducibility-validation · Skill

  15★ repo

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

• 8871

  Backend compatibility verification visualization library

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

  15★ repo

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

• 8872

  C sharp wrapper method validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/c-sharp-wrapper-method-validation · Skill

  15★ repo

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

• 8873

  Chemical structure format verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chemical-structure-format-verification · Skill

  15★ repo

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

• 8874

  Chemical structure validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chemical-structure-validation · Skill

  15★ repo

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

• 8875

  Chromatographic peak detection validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatographic-peak-detection-validation · Skill

  15★ repo

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

• 8876

  Configuration schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/configuration-schema-validation · Skill

  15★ repo

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

• 8877

  Corrected intensity table validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/corrected-intensity-table-validation · Skill

  15★ repo

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

• 8878

  Cross script consistency verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cross-script-consistency-verification · Skill

  15★ repo

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

• 8879

  Dashboard data loading and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/dashboard-data-loading-and-validation · Skill

  15★ repo

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

• 8880

  Data integrity verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/data-integrity-verification · Skill

  15★ repo

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