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

• 3781

  Spectral similarity validation

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

  14★ repo

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

• 3782

  Spectral workflow validation

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

  14★ repo

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

• 3783

  Spectrum array validation

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

  14★ repo

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

• 3784

  Spectrum feature engineering validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-feature-engineering-validation · Skill

  14★ repo

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

• 3785

  Spectrum metadata extraction validation

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

  14★ repo

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

• 3786

  Spectrum metadata validation

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

  14★ repo

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

• 3787

  Spectrum record consistency validation

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

  14★ repo

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

• 3788

  Structural clustering validation in chemical space

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structural-clustering-validation-in-chemical-space · Skill

  14★ repo

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

• 3789

  Structural similarity ground truth validation

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

• 3790

  Structure standardization validation

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

  14★ repo

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

• 3791

  Structure validation and canonicalization

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

  14★ repo

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

• 3792

  Structured result validation

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

  14★ repo

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

• 3793

  Tabular data validation

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

  14★ repo

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

• 3794

  Targeted peak detection screening and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/targeted-peak-detection-screening-and-validation · Skill

  14★ repo

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

• 3795

  Taxonomic nomenclature normalization and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/taxonomic-nomenclature-normalization-and-validation · Skill

  14★ repo

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

• 3796

  Tensor shape validation and numerical correctness checking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensor-shape-validation-and-numerical-correctness-checking · Skill

  14★ repo

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

• 3797

  Tensor shape validation through forward pass

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensor-shape-validation-through-forward-pass · Skill

  14★ repo

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

• 3798

  Test driven development validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-driven-development-validation · Skill

  14★ repo

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

• 3799

  Test output parsing and status validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-output-parsing-and-status-validation · Skill

  14★ repo

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

• 3800

  Test suite execution and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-suite-execution-and-validation · Skill

  14★ repo

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

• 3801

  Test suite execution verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-suite-execution-verification · Skill

  14★ repo

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

• 3802

  Test suite validation

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

  14★ repo

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

• 3803

  Thread utilization profiling and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/thread-utilization-profiling-and-validation · Skill

  14★ repo

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

• 3804

  Threshold based library validation

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

  14★ repo

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

• 3805

  Tic peak isolation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tic-peak-isolation-validation · Skill

  14★ repo

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

• 3806

  Tima entry point validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tima-entry-point-validation · Skill

  14★ repo

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

• 3807

  Toml format validation

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

  14★ repo

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

• 3808

  Tool initialization verification

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

  14★ repo

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

• 3809

  Tool parameter specification and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tool-parameter-specification-and-validation · Skill

  14★ repo

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

• 3810

  Topic label validation distribution analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/topic-label-validation-distribution-analysis · Skill

  14★ repo

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

• 3811

  Train test split verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/train-test-split-verification · Skill

  14★ repo

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

• 3812

  Train validation test split management

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

• 3813

  Training validation dataset stratification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/training-validation-dataset-stratification · Skill

  14★ repo

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

• 3814

  Training validation test set allocation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/training-validation-test-set-allocation · Skill

  14★ repo

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

• 3815

  Tree based model validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tree-based-model-validation · Skill

  14★ repo

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

• 3816

  Type safety and length matching validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/type-safety-and-length-matching-validation · Skill

  14★ repo

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

• 3817

  Unit test validation for preprocessing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-validation-for-preprocessing · Skill

  14★ repo

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

• 3818

  Unit test validation

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

  14★ repo

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

• 3819

  Url validation and accessibility verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/url-validation-and-accessibility-verification · Skill

  14★ repo

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

• 3820

  Validated dataset integrity verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validated-dataset-integrity-verification · Skill

  14★ repo

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

• 3821

  Validation error categorization

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

  14★ repo

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

• 3822

  Validation report generation

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

  14★ repo

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

• 3823

  Validation test design for biochemical identifiers

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validation-test-design-for-biochemical-identifiers · Skill

  14★ repo

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

• 3824

  Validator tool integration

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

  14★ repo

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

• 3825

  Vectorized operation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/vectorized-operation-verification · Skill

  14★ repo

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

• 3826

  Vocabulary coverage validation

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

  14★ repo

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

• 3827

  Web service deployment validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-service-deployment-validation · Skill

  14★ repo

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

• 3828

  Web service health verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-service-health-verification · Skill

  14★ repo

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

• 3829

  Wine environment initialization validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/wine-environment-initialization-validation · Skill

  14★ repo

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

• 3830

  Workflow definition schema validation

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

  14★ repo

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

• 3831

  Workflow output validation and qa

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/workflow-output-validation-and-qa · Skill

  14★ repo

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

• 3832

  Workflow pipeline execution validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/workflow-pipeline-execution-validation · Skill

  14★ repo

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

• 3833

  Workflow reproducibility validation

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

  14★ repo

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

• 3834

  Anndata object structure validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/anndata-object-structure-validation · Skill

  14★ repo

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

• 3835

  Ci pipeline reproducibility verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/ci-pipeline-reproducibility-verification · Skill

  14★ repo

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

• 3836

  Count matrix format validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/count-matrix-format-validation · Skill

  14★ repo

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

• 3837

  Dask array lazy evaluation verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/dask-array-lazy-evaluation-verification · Skill

  14★ repo

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

• 3838

  Mapping agreement cross tool validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/mapping-agreement-cross-tool-validation · Skill

  14★ repo

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

• 3839

  Matrix equivalence validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/matrix-equivalence-validation · Skill

  14★ repo

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

• 3840

  Overdispersion estimation validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/overdispersion-estimation-validation · Skill

  14★ repo

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