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

• 3901

  File format parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-format-parsing-and-validation · Skill

  14★ repo

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

• 3902

  File path normalization and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-path-normalization-and-validation · Skill

  14★ repo

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

• 3903

  File system audit and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-system-audit-and-validation · Skill

  14★ repo

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

• 3904

  Filter criteria composition and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/filter-criteria-composition-and-validation · Skill

  14★ repo

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

• 3905

  Fixed architecture layer validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/fixed-architecture-layer-validation · Skill

  14★ repo

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

• 3906

  Fragmentation pattern query validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/fragmentation-pattern-query-validation · Skill

  14★ repo

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

• 3907

  Gnps data schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gnps-data-schema-validation · Skill

  14★ repo

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

• 3908

  Gradient flow verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gradient-flow-verification · Skill

  14★ repo

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

• 3909

  Hdf5 output validation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/hdf5-output-validation-verification · Skill

  14★ repo

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

• 3910

  Identifier format parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/identifier-format-parsing-and-validation · Skill

  14★ repo

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

• 3911

  Installation requirement validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/installation-requirement-validation · Skill

  14★ repo

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

• 3912

  Installation verification and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/installation-verification-and-validation · Skill

  14★ repo

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

• 3913

  Instrumental parameter validation mass spectrometry

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3914

  Inter scan interval validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/inter-scan-interval-validation · Skill

  14★ repo

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

• 3915

  Interactive workflow validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/interactive-workflow-validation · Skill

  14★ repo

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

• 3916

  Internal standard peak detection and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/internal-standard-peak-detection-and-validation · Skill

  14★ repo

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

• 3917

  Ion mobility calibration validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-mobility-calibration-validation · Skill

  14★ repo

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

• 3918

  Ion species confirmation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-species-confirmation-validation · Skill

  14★ repo

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

• 3919

  Ion type assignment verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-type-assignment-verification · Skill

  14★ repo

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

• 3920

  Isotopic signature validation and filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3921

  Json structure validation for metabolomics data

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3922

  K fold cross validation model selection

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3923

  Knowledge graph generation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3924

  Lc ms data structure validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3925

  Lc ms output validation

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

  14★ repo

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

• 3926

  Library import validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/library-import-validation · Skill

  14★ repo

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

• 3927

  Machine learning model training with cross validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3928

  Marker feature identification and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3929

  Mass charge retention time validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3930

  Mass error calculation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3931

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectral-data-validation · Skill

  14★ repo

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

• 3932

  Mass spectrometry data constraint validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3933

  Mass spectrometry data validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-data-validation · Skill

  14★ repo

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

• 3934

  Mass spectrometry file validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-file-validation · Skill

  14★ repo

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

• 3935

  Mass spectrometry metadata validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-metadata-validation · Skill

  14★ repo

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

• 3936

  Mass spectrometry method cycle verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3937

  Mass spectrometry scoring method validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3938

  Mass tolerance matching and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3939

  Massgrid construction and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/massgrid-construction-and-validation · Skill

  14★ repo

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

• 3940

  Matrix structure validation and qc

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3941

  Metabolite feature correspondence validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-feature-correspondence-validation · Skill

  14★ repo

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

• 3942

  Metabolite identity ground truth validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3943

  Metabolomics data format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-data-format-validation · Skill

  14★ repo

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

• 3944

  Metabolomics data input validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-data-input-validation · Skill

  14★ repo

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

• 3945

  Metabolomics functional prediction workflow validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3946

  Metadata batch assignment verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metadata-batch-assignment-verification · Skill

  14★ repo

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

• 3947

  Method equivalence verification across api invocations

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3948

  Missing pattern generation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/missing-pattern-generation-validation · Skill

  14★ repo

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

• 3949

  Model validation regression metrics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/model-validation-regression-metrics · Skill

  14★ repo

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

• 3950

  Molecular formula validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-formula-validation · Skill

  14★ repo

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

• 3951

  Ms annotation result validation

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

  14★ repo

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

• 3952

  Msi data matrix import and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3953

  Multi assay cross linking validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3954

  Mzml format output generation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/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

• 3955

  Mzml format output validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzml-format-output-validation · Skill

  14★ repo

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

• 3956

  Mzml format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzml-format-validation · Skill

  14★ repo

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

• 3957

  Numerical equivalence verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/numerical-equivalence-verification · Skill

  14★ repo

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

• 3958

  Peak boundary definition and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-boundary-definition-and-validation · Skill

  14★ repo

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

• 3959

  Peak classification validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-classification-validation · Skill

  14★ repo

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

• 3960

  Peak list parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-list-parsing-and-validation · Skill

  14★ repo

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