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

• 8881

  Data quality validation lipidomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/data-quality-validation-lipidomics · Skill

  15★ repo

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

• 8882

  Data structure validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/data-structure-validation · Skill

  15★ repo

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

• 8883

  Data type constraint verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/data-type-constraint-verification · Skill

  15★ repo

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

• 8884

  Datatype validation helper methods

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/datatype-validation-helper-methods · Skill

  15★ repo

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

• 8885

  Deep learning model training and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/deep-learning-model-training-and-validation · Skill

  15★ repo

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

• 8886

  Distribution channel validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/distribution-channel-validation · Skill

  15★ repo

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

• 8887

  Dotnet assembly path verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/dotnet-assembly-path-verification · Skill

  15★ repo

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

• 8888

  Entry point script validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/entry-point-script-validation · Skill

  15★ repo

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

• 8889

  Feature count verification across adducts and isotopologues

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/feature-count-verification-across-adducts-and-isotopologues · Skill

  15★ repo

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

• 8890

  Feature table export and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/feature-table-export-and-validation · Skill

  15★ repo

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

• 8891

  File format compliance validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/file-format-compliance-validation · Skill

  15★ repo

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

• 8892

  File format validation proteomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/file-format-validation-proteomics · Skill

  15★ repo

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

• 8893

  File format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/file-format-validation · Skill

  15★ repo

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

• 8894

  Ft icr spectrum recalibration validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ft-icr-spectrum-recalibration-validation · Skill

  15★ repo

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

• 8895

  Galaxy installation configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/galaxy-installation-configuration · Skill

  15★ repo

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

• 8896

  Json schema validation for dashboard

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

• 8897

  M z and retention time window validation

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

• 8898

  Machine learning cross validation training

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

• 8899

  Mandatory field verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mandatory-field-verification · Skill

  15★ repo

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

• 8900

  Mass accuracy validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-accuracy-validation · Skill

  15★ repo

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

• 8901

  Mass spectrometry feature detection validation

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

• 8902

  Mass spectrum calibration validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectrum-calibration-validation · Skill

  15★ repo

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

• 8903

  Mass to charge ratio validation

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

• 8904

  Metabolite annotation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolite-annotation-validation · Skill

  15★ repo

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

• 8905

  Metabolite benchmark dataset validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolite-benchmark-dataset-validation · Skill

  15★ repo

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

• 8906

  Metabolomics data validation

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

  15★ repo

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

• 8907

  Metadata field validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metadata-field-validation · Skill

  15★ repo

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

• 8908

  Molecular formula assignment and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/molecular-formula-assignment-and-validation · Skill

  15★ repo

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

• 8909

  Molecular formula parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/molecular-formula-parsing-and-validation · Skill

  15★ repo

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

• 8910

  Mzml output validation

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

  15★ repo

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

• 8911

  Neural network module validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/neural-network-module-validation · Skill

  15★ repo

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

• 8912

  Numeric list construction validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/numeric-list-construction-validation · Skill

  15★ repo

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

• 8913

  Package installation verification and testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/package-installation-verification-and-testing · Skill

  15★ repo

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

• 8914

  Peak table schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-table-schema-validation · Skill

  15★ repo

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

• 8915

  Peak validation synthetic data

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-validation-synthetic-data · Skill

  15★ repo

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

• 8916

  Psm to spectrum linking validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/psm-to-spectrum-linking-validation · Skill

  15★ repo

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

• 8917

  Pull request change tracking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/pull-request-change-tracking · Skill

  15★ repo

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

• 8918

  Query representation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/query-representation-validation · Skill

  15★ repo

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

• 8919

  R package installation and runtime verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/r-package-installation-and-runtime-verification · Skill

  15★ repo

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

• 8920

  Reference compound verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/reference-compound-verification · Skill

  15★ repo

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

• 8921

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/regression-model-validation-quantification · Skill

  15★ repo

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

• 8922

  Round trip data integrity verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/round-trip-data-integrity-verification · Skill

  15★ repo

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

• 8923

  Smiles parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/smiles-parsing-and-validation · Skill

  15★ repo

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

• 8924

  Smiles string validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/smiles-string-validation · Skill

  15★ repo

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

• 8925

  Software testing unit validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/software-testing-unit-validation · Skill

  15★ repo

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

• 8926

  Spectral data format validation

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

  15★ repo

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

• 8927

  Spectral database schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectral-database-schema-validation · Skill

  15★ repo

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

• 8928

  Spectral metadata validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectral-metadata-validation · Skill

  15★ repo

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

• 8929

  Spectrum array validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-array-validation · Skill

  15★ repo

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

• 8930

  Spectrum metadata extraction validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-metadata-extraction-validation · Skill

  15★ repo

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

• 8931

  Spectrum metadata validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-metadata-validation · Skill

  15★ repo

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

• 8932

  Spectrum record consistency validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-record-consistency-validation · Skill

  15★ repo

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

• 8933

  Tic peak isolation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/tic-peak-isolation-validation · Skill

  15★ repo

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

• 8934

  Topic label validation distribution analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/topic-label-validation-distribution-analysis · Skill

  15★ repo

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

• 8935

  Unit test validation for preprocessing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/unit-test-validation-for-preprocessing · Skill

  15★ repo

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

• 8936

  Validator tool integration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/validator-tool-integration · Skill

  15★ repo

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

• 8937

  Vectorized operation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/vectorized-operation-verification · Skill

  15★ repo

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

• 8938

  Vocabulary coverage validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/vocabulary-coverage-validation · Skill

  15★ repo

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

• 8939

  Computational reproducibility verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/computational-reproducibility-verification · Skill

  15★ repo

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

• 8940

  Data format validation and integrity checking

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

  15★ repo

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