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

• 8461

  Json schema output verification

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

  15★ repo

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

• 8462

  Json schema validation for dashboard

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

  15★ repo

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

• 8463

  Json schema validation

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

  15★ repo

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

• 8464

  Json structure validation for metabolomics data

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

  15★ repo

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

• 8465

  Json validation and formatting

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

  15★ repo

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

• 8466

  Jvm heap memory tuning verification

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

  15★ repo

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

• 8467

  K fold cross validation model selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/k-fold-cross-validation-model-selection · Skill

  15★ repo

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

• 8468

  Knowledge graph generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/knowledge-graph-generation-and-validation · Skill

  15★ repo

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

• 8469

  Lc ms data structure validation

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

  15★ repo

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

• 8470

  Lc ms output validation

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

  15★ repo

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

• 8471

  Library analogue search branching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/library-analogue-search-branching · Skill

  15★ repo

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

• 8472

  Library import validation

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

  15★ repo

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

• 8473

  Library object validation

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

  15★ repo

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

• 8474

  M z and retention time window validation

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

  15★ repo

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

• 8475

  Machine learning cross validation training

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

  15★ repo

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

• 8476

  Machine learning model training with cross validation

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

  15★ repo

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

• 8477

  Mandatory field verification

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

  15★ repo

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

• 8478

  Marker feature identification and validation

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

  15★ repo

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

• 8479

  Mass accuracy validation

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

  15★ repo

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

• 8480

  Mass charge retention time validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-charge-retention-time-validation · Skill

  15★ repo

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

• 8481

  Mass error calculation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-error-calculation-and-validation · Skill

  15★ repo

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

• 8482

  Mass spectral data validation

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

  15★ repo

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

• 8483

  Mass spectrometry data constraint validation

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

  15★ repo

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

• 8484

  Mass spectrometry data validation

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

  15★ repo

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

• 8485

  Mass spectrometry feature detection validation

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

  15★ repo

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

• 8486

  Mass spectrometry file validation

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

  15★ repo

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

• 8487

  Mass spectrometry metadata validation

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

  15★ repo

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

• 8488

  Mass spectrometry method cycle verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-method-cycle-verification · Skill

  15★ repo

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

• 8489

  Mass spectrometry peak validation

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

  15★ repo

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

• 8490

  Mass spectrometry scoring method validation

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

  15★ repo

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

• 8491

  Mass spectrum calibration validation

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

  15★ repo

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

• 8492

  Mass to charge ratio validation

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

  15★ repo

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

• 8493

  Mass tolerance matching and validation

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

  15★ repo

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

• 8494

  Mass track correspondence verification

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

  15★ repo

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

• 8495

  Massbank record validation

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

  15★ repo

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

• 8496

  Massgrid construction and validation

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

  15★ repo

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

• 8497

  Matrix directive collation validation

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

  15★ repo

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

• 8498

  Matrix numerical stability validation

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

  15★ repo

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

• 8499

  Matrix structure validation and qc

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matrix-structure-validation-and-qc · Skill

  15★ repo

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

• 8500

  Metabolite annotation validation

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

  15★ repo

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

• 8501

  Metabolite benchmark dataset validation

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

  15★ repo

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

• 8502

  Metabolite feature correspondence validation

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

  15★ repo

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

• 8503

  Metabolite identification validation

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

  15★ repo

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

• 8504

  Metabolite identity ground truth validation

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

  15★ repo

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

• 8505

  Metabolite set composition validation

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

  15★ repo

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

• 8506

  Metabolite set file parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-set-file-parsing-and-validation · Skill

  15★ repo

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

• 8507

  Metabolomics data exclusion criteria validation

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

  15★ repo

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

• 8508

  Metabolomics data format validation

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

  15★ repo

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

• 8509

  Metabolomics data input validation

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

  15★ repo

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

• 8510

  Metabolomics data validation

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

  15★ repo

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

• 8511

  Metabolomics functional prediction workflow validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomics-functional-prediction-workflow-validation · Skill

  15★ repo

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

• 8512

  Metabolomics tool deployment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomics-tool-deployment · Skill

  15★ repo

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

• 8513

  Metadata batch assignment verification

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

  15★ repo

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

• 8514

  Metadata field validation

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

  15★ repo

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

• 8515

  Metadata field verification

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

  15★ repo

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

• 8516

  Metadata transformation verification

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

  15★ repo

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

• 8517

  Metadata validation rule specification

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

  15★ repo

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

• 8518

  Method equivalence verification across api invocations

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/method-equivalence-verification-across-api-invocations · Skill

  15★ repo

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

• 8519

  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

• 8520

  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