2,127 of these skill files have been read, by 1,524 distinct authors, and what they tell an agent counted. What Quality gates authors agree on, and what they forbid

• 3661

  Missing pattern generation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/missing-pattern-generation-validation · Skill

  15★ repo

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

• 3662

  Model layer name validation

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

  15★ repo

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

• 3663

  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

• 3664

  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

• 3665

  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

• 3666

  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

• 3667

  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

• 3668

  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

• 3669

  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

• 3670

  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

• 3671

  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

• 3672

  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

• 3673

  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

• 3674

  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

• 3675

  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

• 3676

  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

• 3677

  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

• 3678

  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

• 3679

  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

• 3680

  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

• 3681

  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

• 3682

  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

• 3683

  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

• 3684

  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

• 3685

  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

• 3686

  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

• 3687

  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

• 3688

  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

• 3689

  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

• 3690

  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

• 3691

  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

• 3692

  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

• 3693

  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

• 3694

  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

• 3695

  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

• 3696

  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

• 3697

  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

• 3698

  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

• 3699

  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

• 3700

  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

• 3701

  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

• 3702

  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

• 3703

  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

• 3704

  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

• 3705

  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

• 3706

  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

• 3707

  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

• 3708

  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

• 3709

  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

• 3710

  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

• 3711

  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

• 3712

  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

• 3713

  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

• 3714

  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

• 3715

  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

• 3716

  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

• 3717

  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

• 3718

  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

• 3719

  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

• 3720

  Pytorch installation and verification

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

  15★ repo

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