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

• 3601

  Ion mobility calibration validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ion-mobility-calibration-validation · Skill

  14★ repo

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

• 3602

  Ion species confirmation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ion-species-confirmation-validation · Skill

  14★ repo

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

• 3603

  Ion type assignment verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ion-type-assignment-verification · Skill

  14★ repo

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

• 3604

  Isotopic signature validation and filtering

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

• 3605

  Java application build verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/java-application-build-verification · Skill

  14★ repo

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

• 3606

  Java build artifact validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/java-build-artifact-validation · Skill

  14★ repo

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

• 3607

  Json response validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/json-response-validation · Skill

  14★ repo

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

• 3608

  Json schema output verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/json-schema-output-verification · Skill

  14★ repo

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

• 3609

  Json schema validation for dashboard

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/json-schema-validation-for-dashboard · Skill

  14★ repo

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

• 3610

  Json schema validation

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

  14★ repo

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

• 3611

  Json structure validation for metabolomics data

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

• 3612

  Json validation and formatting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/json-validation-and-formatting · Skill

  14★ repo

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

• 3613

  Jvm heap memory tuning verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/jvm-heap-memory-tuning-verification · Skill

  14★ repo

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

• 3614

  K fold cross validation model selection

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

• 3615

  Knowledge graph generation and validation

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

• 3616

  Lc ms data structure validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/lc-ms-data-structure-validation · Skill

  14★ repo

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

• 3617

  Lc ms output validation

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

  14★ repo

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

• 3618

  Library import validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/library-import-validation · Skill

  14★ repo

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

• 3619

  Library object validation

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

  14★ repo

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

• 3620

  M z and retention time window validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/m-z-and-retention-time-window-validation · Skill

  14★ repo

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

• 3621

  Machine learning cross validation training

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/machine-learning-cross-validation-training · Skill

  14★ repo

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

• 3622

  Machine learning model training with cross validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/machine-learning-model-training-with-cross-validation · Skill

  14★ repo

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

• 3623

  Mandatory field verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mandatory-field-verification · Skill

  14★ repo

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

• 3624

  Marker feature identification and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/marker-feature-identification-and-validation · Skill

  14★ repo

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

• 3625

  Mass accuracy validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-accuracy-validation · Skill

  14★ repo

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

• 3626

  Mass charge retention time validation

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

• 3627

  Mass error calculation and validation

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

• 3628

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectral-data-validation · Skill

  14★ repo

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

• 3629

  Mass spectrometry data constraint validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-data-constraint-validation · Skill

  14★ repo

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

• 3630

  Mass spectrometry data validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-data-validation · Skill

  14★ repo

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

• 3631

  Mass spectrometry feature detection validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-feature-detection-validation · Skill

  14★ repo

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

• 3632

  Mass spectrometry file validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-file-validation · Skill

  14★ repo

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

• 3633

  Mass spectrometry metadata validation

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

  14★ repo

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

• 3634

  Mass spectrometry method cycle verification

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

• 3635

  Mass spectrometry peak validation

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

  14★ repo

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

• 3636

  Mass spectrometry scoring method validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-scoring-method-validation · Skill

  14★ repo

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

• 3637

  Mass spectrum calibration validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrum-calibration-validation · Skill

  14★ repo

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

• 3638

  Mass to charge ratio validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-to-charge-ratio-validation · Skill

  14★ repo

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

• 3639

  Mass tolerance matching and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-tolerance-matching-and-validation · Skill

  14★ repo

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

• 3640

  Mass track correspondence verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-track-correspondence-verification · Skill

  14★ repo

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

• 3641

  Massbank record validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/massbank-record-validation · Skill

  14★ repo

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

• 3642

  Massgrid construction and validation

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

  14★ repo

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

• 3643

  Matrix directive collation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matrix-directive-collation-validation · Skill

  14★ repo

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

• 3644

  Matrix numerical stability validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matrix-numerical-stability-validation · Skill

  14★ repo

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

• 3645

  Matrix structure validation and qc

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

• 3646

  Metabolite annotation validation

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

  14★ repo

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

• 3647

  Metabolite benchmark dataset validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-benchmark-dataset-validation · Skill

  14★ repo

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

• 3648

  Metabolite feature correspondence validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-feature-correspondence-validation · Skill

  14★ repo

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

• 3649

  Metabolite identification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-identification-validation · Skill

  14★ repo

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

• 3650

  Metabolite identity ground truth validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-identity-ground-truth-validation · Skill

  14★ repo

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

• 3651

  Metabolite set composition validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-set-composition-validation · Skill

  14★ repo

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

• 3652

  Metabolite set file parsing and validation

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

• 3653

  Metabolomics data exclusion criteria validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomics-data-exclusion-criteria-validation · Skill

  14★ repo

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

• 3654

  Metabolomics data format validation

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

  14★ repo

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

• 3655

  Metabolomics data input validation

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

  14★ repo

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

• 3656

  Metabolomics data validation

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

  14★ repo

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

• 3657

  Metabolomics functional prediction workflow validation

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

• 3658

  Metadata batch assignment verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metadata-batch-assignment-verification · Skill

  14★ repo

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

• 3659

  Metadata field validation

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

  14★ repo

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

• 3660

  Metadata field verification

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

  14★ repo

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