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

• 8521

  Model metadata endpoint validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-metadata-endpoint-validation · Skill

  15★ repo

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

• 8522

  Model metadata schema verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-metadata-schema-verification · Skill

  15★ repo

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

• 8523

  Model metadata validation

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

  15★ repo

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

• 8524

  Model validation and performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-validation-and-performance-evaluation · Skill

  15★ repo

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

• 8525

  Model validation on chromatographic standards

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-validation-on-chromatographic-standards · Skill

  15★ repo

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

• 8526

  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

• 8527

  Module import verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/module-import-verification · Skill

  15★ repo

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

• 8528

  Module integration verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/module-integration-verification · Skill

  15★ repo

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

• 8529

  Molecular formula assignment and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-formula-assignment-and-validation · Skill

  15★ repo

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

• 8530

  Molecular formula parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-formula-parsing-and-validation · Skill

  15★ repo

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

• 8531

  Molecular formula validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-formula-validation · Skill

  15★ repo

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

• 8532

  Molecular identifier completeness verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-identifier-completeness-verification · Skill

  15★ repo

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

• 8533

  Molecular structure canonicalization and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-structure-canonicalization-and-validation · Skill

  15★ repo

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

• 8534

  Molecular structure prediction validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-structure-prediction-validation · Skill

  15★ repo

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

• 8535

  Molecular structure validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-structure-validation · Skill

  15★ repo

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

• 8536

  Ms annotation result validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ms-annotation-result-validation · Skill

  15★ repo

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

• 8537

  Ms peak table format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ms-peak-table-format-validation · Skill

  15★ repo

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

• 8538

  Msi data matrix import and validation

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

• 8539

  Msimagingexperiment object validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msimagingexperiment-object-validation · Skill

  15★ repo

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

• 8540

  Multi assay cross linking validation

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

• 8541

  Multi branch representation integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-branch-representation-integration · Skill

  15★ repo

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

• 8542

  Multi channel image registration validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-channel-image-registration-validation · Skill

  15★ repo

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

• 8543

  Multi fold split validation reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-fold-split-validation-reporting · Skill

  15★ repo

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

• 8544

  Multi modal spot validation and quality assessment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-modal-spot-validation-and-quality-assessment · Skill

  15★ repo

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

• 8545

  Multimodal tensor construction and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multimodal-tensor-construction-and-validation · Skill

  15★ repo

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

• 8546

  Mzml format output generation and validation

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

• 8547

  Mzml format output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mzml-format-output-validation · Skill

  15★ repo

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

• 8548

  Mzml format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mzml-format-validation · Skill

  15★ repo

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

• 8549

  Mzml output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mzml-output-validation · Skill

  15★ repo

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

• 8550

  Natural product database validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/natural-product-database-validation · Skill

  15★ repo

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

• 8551

  Network topology validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/network-topology-validation · Skill

  15★ repo

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

• 8552

  Neural network model layer validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/neural-network-model-layer-validation · Skill

  15★ repo

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

• 8553

  Neural network module validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/neural-network-module-validation · Skill

  15★ repo

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

• 8554

  Numeric array round trip validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/numeric-array-round-trip-validation · Skill

  15★ repo

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

• 8555

  Numeric list construction validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/numeric-list-construction-validation · Skill

  15★ repo

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

• 8556

  Numerical equivalence verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/numerical-equivalence-verification · Skill

  15★ repo

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

• 8557

  Omics data formatting validation

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

  15★ repo

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

• 8558

  Overlapped peak deconvolution validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/overlapped-peak-deconvolution-validation · Skill

  15★ repo

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

• 8559

  Package entry point verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/package-entry-point-verification · Skill

  15★ repo

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

• 8560

  Package installation verification and testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/package-installation-verification-and-testing · Skill

  15★ repo

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

• 8561

  Package installation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/package-installation-verification · Skill

  15★ repo

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

• 8562

  Package repository verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/package-repository-verification · Skill

  15★ repo

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

• 8563

  Peak boundary definition and validation

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

• 8564

  Peak classification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-classification-validation · Skill

  15★ repo

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

• 8565

  Peak list parsing and validation

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

• 8566

  Peak property validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-property-validation · Skill

  15★ repo

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

• 8567

  Peak table row count validation

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

• 8568

  Peak table schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-table-schema-validation · Skill

  15★ repo

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

• 8569

  Peak validation synthetic data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-validation-synthetic-data · Skill

  15★ repo

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

• 8570

  Phylogenetic tree validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/phylogenetic-tree-validation · Skill

  15★ repo

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

• 8571

  Pipeline end to end execution and validation

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

• 8572

  Plant metabolic network validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/plant-metabolic-network-validation · Skill

  15★ repo

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

• 8573

  Ppm error validation in metabolomics

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

• 8574

  Proforma notation parsing validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/proforma-notation-parsing-validation · Skill

  15★ repo

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

• 8575

  Project metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/project-metadata-validation · Skill

  15★ repo

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

• 8576

  Psm to spectrum linking validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/psm-to-spectrum-linking-validation · Skill

  15★ repo

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

• 8577

  Pull request change tracking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pull-request-change-tracking · Skill

  15★ repo

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

• 8578

  Python automated test execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-automated-test-execution · Skill

  15★ repo

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

• 8579

  Python code style validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-code-style-validation · Skill

  15★ repo

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

• 8580

  Pytorch forward pass validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pytorch-forward-pass-validation · Skill

  15★ repo

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