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Review & quality

19,539 rows, by stacks then stars

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

  • Dataset train test split validation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dataset-train-test-split-validation Skill

    15★ repo

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

  • Dependency requirement validation

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

    15★ repo

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

  • Document structure verification

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/document-structure-verification Skill

    15★ repo

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

  • Dual branch feature fusion

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dual-branch-feature-fusion Skill

    15★ repo

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

  • Expert review preparation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/expert-review-preparation Skill

    15★ repo

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

  • Feature list format validation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/feature-list-format-validation Skill

    15★ repo

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

  • Feature sub group refinement and validation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/feature-sub-group-refinement-and-validation Skill

    15★ repo

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

  • Feature table row count validation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/feature-table-row-count-validation Skill

    15★ repo

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

  • File format export and validation

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

    15★ repo

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

  • File format parsing and validation

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

    15★ repo

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

  • File path normalization and validation

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

    15★ repo

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

  • File system audit and validation

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

    15★ repo

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

  • Filter criteria composition and validation

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

    15★ repo

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

  • Fixed architecture layer validation

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

    15★ repo

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

  • Fragmentation pattern query validation

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

    15★ repo

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

  • Gnps data schema validation

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

    15★ repo

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

  • Gradient flow verification

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

    15★ repo

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

  • Hdf5 output validation verification

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

    15★ repo

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

  • Identifier format parsing and validation

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

    15★ repo

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

  • Installation requirement validation

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

    15★ repo

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

  • Installation verification and validation

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

    15★ repo

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

  • Instrumental parameter validation mass spectrometry

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/instrumental-parameter-validation-mass-spectrometry Skill

    15★ repo

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

  • Inter scan interval validation

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

    15★ repo

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

  • Interactive workflow validation

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

    15★ repo

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

  • Internal standard peak detection and validation

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

    15★ repo

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

  • Ion mobility calibration validation

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

    15★ repo

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

  • Ion species confirmation validation

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

    15★ repo

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

  • Ion type assignment verification

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

    15★ repo

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

  • Isotopic signature validation and filtering

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/isotopic-signature-validation-and-filtering Skill

    15★ repo

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

  • Json structure validation for metabolomics data

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

  • K fold cross validation model selection

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

  • Knowledge graph generation and validation

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

  • Lc ms data structure validation

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

  • Lc ms output validation

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

    15★ repo

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

  • Library analogue search branching

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/library-analogue-search-branching Skill

    15★ repo

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

  • Library import validation

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

    15★ repo

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

  • Machine learning model training with cross validation

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

  • Marker feature identification and validation

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

  • Mass charge retention time validation

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

  • Mass error calculation and validation

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

  • Mass spectral data validation

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

    15★ repo

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

  • Mass spectrometry data constraint validation

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

  • Mass spectrometry data validation

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

    15★ repo

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

  • Mass spectrometry file validation

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

    15★ repo

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

  • Mass spectrometry metadata validation

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

    15★ repo

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

  • Mass spectrometry method cycle verification

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

  • Mass spectrometry scoring method validation

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

  • Mass tolerance matching and validation

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

  • Massgrid construction and validation

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

    15★ repo

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

  • Matrix structure validation and qc

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

  • Metabolite feature correspondence validation

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

    15★ repo

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

  • Metabolite identity ground truth validation

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

  • Metabolomics data format validation

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

    15★ repo

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

  • Metabolomics data input validation

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

    15★ repo

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

  • Metabolomics functional prediction workflow validation

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

  • Metabolomics tool deployment

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-tool-deployment Skill

    15★ repo

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

  • Metadata batch assignment verification

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

    15★ repo

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

  • Method equivalence verification across api invocations

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

  • Missing pattern generation validation

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

    15★ repo

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

  • Model validation regression metrics

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

    15★ repo

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