1,912 of these skill files have been read, by 1,195 distinct authors, and what they tell an agent counted. What Quality gates authors agree on, and what they forbid

• 3361

  Installation validation reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/installation-validation-reporting · Skill

  14★ repo

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

• 3362

  Instrumental parameter validation mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/instrumental-parameter-validation-mass-spectrometry · Skill

  14★ repo

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

• 3363

  Inter scan interval validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/inter-scan-interval-validation · Skill

  14★ repo

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

• 3364

  Ion type assignment verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ion-type-assignment-verification · Skill

  14★ repo

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

• 3365

  Isotopic signature validation and filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/isotopic-signature-validation-and-filtering · Skill

  14★ repo

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

• 3366

  Java application build verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/java-application-build-verification · Skill

  14★ repo

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

• 3367

  Java build artifact validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/java-build-artifact-validation · Skill

  14★ repo

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

• 3368

  Json response validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-response-validation · Skill

  14★ repo

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

• 3369

  Json schema output verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-schema-output-verification · Skill

  14★ repo

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

• 3370

  Json schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-schema-validation · Skill

  14★ repo

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

• 3371

  Json structure validation for metabolomics data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-structure-validation-for-metabolomics-data · Skill

  14★ repo

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

• 3372

  Json validation and formatting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-validation-and-formatting · Skill

  14★ repo

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

• 3373

  K fold cross validation model selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/k-fold-cross-validation-model-selection · Skill

  14★ repo

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

• 3374

  Knowledge graph generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/knowledge-graph-generation-and-validation · Skill

  14★ repo

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

• 3375

  Lc ms output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/lc-ms-output-validation · Skill

  14★ repo

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

• 3376

  Library import validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/library-import-validation · Skill

  14★ repo

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

• 3377

  Library object validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/library-object-validation · Skill

  14★ repo

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

• 3378

  Mandatory field verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mandatory-field-verification · Skill

  14★ repo

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

• 3379

  Mass charge retention time validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-charge-retention-time-validation · Skill

  14★ repo

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

• 3380

  Mass error calculation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-error-calculation-and-validation · Skill

  14★ repo

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

• 3381

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectral-data-validation · Skill

  14★ repo

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

• 3382

  Mass spectrometry metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-metadata-validation · Skill

  14★ repo

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

• 3383

  Mass spectrometry method cycle verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-method-cycle-verification · Skill

  14★ repo

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

• 3384

  Mass spectrum calibration validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrum-calibration-validation · Skill

  14★ repo

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

• 3385

  Matrix directive collation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matrix-directive-collation-validation · Skill

  14★ repo

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

• 3386

  Matrix structure validation and qc

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matrix-structure-validation-and-qc · Skill

  14★ repo

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

• 3387

  Metabolite identification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-identification-validation · Skill

  14★ repo

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

• 3388

  Metabolite set composition validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-set-composition-validation · Skill

  14★ repo

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

• 3389

  Metabolite set file parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-set-file-parsing-and-validation · Skill

  14★ repo

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

• 3390

  Metabolomics data input validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolomics-data-input-validation · Skill

  14★ repo

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

• 3391

  Metabolomics functional prediction workflow validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolomics-functional-prediction-workflow-validation · Skill

  14★ repo

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

• 3392

  Metadata field verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metadata-field-verification · Skill

  14★ repo

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

• 3393

  Metadata transformation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metadata-transformation-verification · Skill

  14★ repo

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

• 3394

  Method equivalence verification across api invocations

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/method-equivalence-verification-across-api-invocations · Skill

  14★ repo

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

• 3395

  Model metadata schema verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/model-metadata-schema-verification · Skill

  14★ repo

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

• 3396

  Model metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/model-metadata-validation · Skill

  14★ repo

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

• 3397

  Module import verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/module-import-verification · Skill

  14★ repo

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

• 3398

  Molecular formula assignment and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/molecular-formula-assignment-and-validation · Skill

  14★ repo

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

• 3399

  Molecular formula validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/molecular-formula-validation · Skill

  14★ repo

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

• 3400

  Ms peak table format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ms-peak-table-format-validation · Skill

  14★ repo

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

• 3401

  Msi data matrix import and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/msi-data-matrix-import-and-validation · Skill

  14★ repo

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

• 3402

  Multi assay cross linking validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multi-assay-cross-linking-validation · Skill

  14★ repo

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

• 3403

  Mzml format output generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mzml-format-output-generation-and-validation · Skill

  14★ repo

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

• 3404

  Natural product database validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/natural-product-database-validation · Skill

  14★ repo

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

• 3405

  Network topology validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/network-topology-validation · Skill

  14★ repo

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

• 3406

  Package installation verification and testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/package-installation-verification-and-testing · Skill

  14★ repo

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

• 3407

  Package repository verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/package-repository-verification · Skill

  14★ repo

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

• 3408

  Peak classification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-classification-validation · Skill

  14★ repo

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

• 3409

  Peak table row count validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-table-row-count-validation · Skill

  14★ repo

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

• 3410

  Peak table schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-table-schema-validation · Skill

  14★ repo

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

• 3411

  Phylogenetic tree validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/phylogenetic-tree-validation · Skill

  14★ repo

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

• 3412

  Pipeline end to end execution and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pipeline-end-to-end-execution-and-validation · Skill

  14★ repo

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

• 3413

  Plant metabolic network validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/plant-metabolic-network-validation · Skill

  14★ repo

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

• 3414

  Proforma notation parsing validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/proforma-notation-parsing-validation · Skill

  14★ repo

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

• 3415

  Project metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/project-metadata-validation · Skill

  14★ repo

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

• 3416

  R cmd check validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-cmd-check-validation · Skill

  14★ repo

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

• 3417

  R object inspection and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-object-inspection-and-validation · Skill

  14★ repo

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

• 3418

  R package installation and execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-package-installation-and-execution · Skill

  14★ repo

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

• 3419

  R package installation and runtime verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-package-installation-and-runtime-verification · Skill

  14★ repo

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

• 3420

  Reference dataset validation for metabolite ions

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/reference-dataset-validation-for-metabolite-ions · Skill

  14★ repo

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