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

• 3841

  Pathway cell type association validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/pathway-cell-type-association-validation · Skill

  14★ repo

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

• 3842

  Python data structure verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/python-data-structure-verification · Skill

  14★ repo

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

• 3843

  Rna seq quantification validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/rna-seq-quantification-validation · Skill

  14★ repo

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

• 3844

  Salmon quantification output verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/salmon-quantification-output-verification · Skill

  14★ repo

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

• 3845

  Sam record parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/sam-record-parsing-and-validation · Skill

  14★ repo

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

• 3846

  Sparse matrix verification and validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/sparse-matrix-verification-and-validation · Skill

  14★ repo

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

• 3847

  Spatial enrichment score validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/spatial-enrichment-score-validation · Skill

  14★ repo

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

• 3848

  Spatial neighbor graph properties validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/spatial-neighbor-graph-properties-validation · Skill

  14★ repo

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

• 3849

  Numeric array round trip validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/numeric-array-round-trip-validation · Skill

  14★ repo

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

• 3850

  Acquisition mode enumeration and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/acquisition-mode-enumeration-and-validation · Skill

  14★ repo

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

• 3851

  In silico fragmentation simulation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/in-silico-fragmentation-simulation-validation · Skill

  14★ repo

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

• 3852

  Marker feature identification and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/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

• 3853

  Chemical identifier verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/chemical-identifier-verification · Skill

  14★ repo

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

• 3854

  File path resolution and validation

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

  14★ repo

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

• 3855

  Library object validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/library-object-validation · Skill

  14★ repo

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

• 3856

  Marker feature identification and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-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

• 3857

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-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

• 3858

  Mass spectrometry scoring method validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-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

• 3859

  Molecular identifier completeness verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/molecular-identifier-completeness-verification · Skill

  14★ repo

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

• 3860

  Ms peak table format validation

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

• 3861

  Network topology validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/network-topology-validation · Skill

  14★ repo

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

• 3862

  Overlapped peak deconvolution validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/overlapped-peak-deconvolution-validation · Skill

  14★ repo

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

• 3863

  R object inspection and validation

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

• 3864

  Spectral adduct ionmode validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectral-adduct-ionmode-validation · Skill

  14★ repo

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

• 3865

  Spectral library matching validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectral-library-matching-validation · Skill

  14★ repo

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

• 3866

  Structural similarity ground truth validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/structural-similarity-ground-truth-validation · Skill

  14★ repo

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

• 3867

  Train validation test split management

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/train-validation-test-split-management · Skill

  14★ repo

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

• 3868

  Binary data integrity verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/binary-data-integrity-verification · Skill

  14★ repo

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

• 3869

  Collision cross section model validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/collision-cross-section-model-validation · Skill

  14★ repo

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

• 3870

  Data format validation and integrity checking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/data-format-validation-and-integrity-checking · Skill

  14★ repo

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

• 3871

  File format conversion validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/file-format-conversion-validation · Skill

  14★ repo

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

• 3872

  Hdf5 output validation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/hdf5-output-validation-verification · Skill

  14★ repo

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

• 3873

  Hdf5 schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/hdf5-schema-validation · Skill

  14★ repo

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

• 3874

  Ion mobility calibration validation

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

  14★ repo

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

• 3875

  Isotopic signature validation and filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/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

• 3876

  Signal noise ratio improvement validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/signal-noise-ratio-improvement-validation · Skill

  14★ repo

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

• 3877

  Aird format conversion and validation

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

  14★ repo

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

• 3878

  Assay ratio computation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/assay-ratio-computation-verification · Skill

  14★ repo

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

• 3879

  Attention mechanism validation

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

  14★ repo

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

• 3880

  Batch corrected feature table validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-corrected-feature-table-validation · Skill

  14★ repo

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

• 3881

  Batch generation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-generation-and-validation · Skill

  14★ repo

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

• 3882

  Checkpoint selection based on validation metric

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/checkpoint-selection-based-on-validation-metric · Skill

  14★ repo

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

• 3883

  Chemical classification scheme validation

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

  14★ repo

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

• 3884

  Chemical valence constraint validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-valence-constraint-validation · Skill

  14★ repo

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

• 3885

  Classification algorithm tuning validation

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

  14★ repo

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

• 3886

  Collision cross section model validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/collision-cross-section-model-validation · Skill

  14★ repo

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

• 3887

  Compound count verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/compound-count-verification · Skill

  14★ repo

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

• 3888

  Compound identification validation

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

  14★ repo

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

• 3889

  Configuration file validation dynaconf

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/configuration-file-validation-dynaconf · Skill

  14★ repo

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

• 3890

  Corpus preparation validation

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

  14★ repo

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

• 3891

  Cross language function invocation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-language-function-invocation-and-validation · Skill

  14★ repo

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

• 3892

  Cross validation workflow execution

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

  14★ repo

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

• 3893

  Dashboard session initialization verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dashboard-session-initialization-verification · Skill

  14★ repo

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

• 3894

  Dataset train test split validation

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

  14★ repo

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

• 3895

  Dependency requirement validation

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

  14★ repo

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

• 3896

  Document structure verification

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

  14★ repo

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

• 3897

  Feature list format validation

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

  14★ repo

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

• 3898

  Feature sub group refinement and validation

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

  14★ repo

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

• 3899

  Feature table row count validation

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

  14★ repo

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

• 3900

  File format export and validation

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

  14★ repo

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