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

• 3961

  Peak property validation

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

  14★ repo

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

• 3962

  Peak table row count validation

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

  14★ repo

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

• 3963

  Phylogenetic tree validation

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

  14★ repo

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

• 3964

  Pipeline end to end execution and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pipeline-end-to-end-execution-and-validation · Skill

  14★ repo

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

• 3965

  Ppm error validation in metabolomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ppm-error-validation-in-metabolomics · Skill

  14★ repo

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

• 3966

  Project metadata validation

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

  14★ repo

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

• 3967

  Pytorch tensor shape validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pytorch-tensor-shape-validation · Skill

  14★ repo

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

• 3968

  Quality control merge verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/quality-control-merge-verification · Skill

  14★ repo

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

• 3969

  Quality control threshold validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/quality-control-threshold-validation · Skill

  14★ repo

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

• 3970

  R script validation and execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/r-script-validation-and-execution · Skill

  14★ repo

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

• 3971

  Rc object construction and validation

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

  14★ repo

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

• 3972

  Reference semantics verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/reference-semantics-verification · Skill

  14★ repo

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

• 3973

  Retention time alignment validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-alignment-validation · Skill

  14★ repo

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

• 3974

  Retention time prediction validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-prediction-validation · Skill

  14★ repo

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

• 3975

  Routing module testing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/routing-module-testing-and-validation · Skill

  14★ repo

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

• 3976

  Smiles parsing validation

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

  14★ repo

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

• 3977

  Snr based signal validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/snr-based-signal-validation · Skill

  14★ repo

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

• 3978

  Spectral data import validation

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

  14★ repo

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

• 3979

  Spectral data validation

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

  14★ repo

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

• 3980

  Spectral embedding rationality verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-embedding-rationality-verification · Skill

  14★ repo

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

• 3981

  Spectral format parsing and validation

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

  14★ repo

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

• 3982

  Spectral library schema validation

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

  14★ repo

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

• 3983

  Spectral result visualization verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-result-visualization-verification · Skill

  14★ repo

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

• 3984

  Spectral workflow validation

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

  14★ repo

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

• 3985

  Spectrum feature engineering validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-feature-engineering-validation · Skill

  14★ repo

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

• 3986

  Structural clustering validation in chemical space

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

• 3987

  Targeted peak detection screening and validation

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

• 3988

  Thread utilization profiling and validation

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

• 3989

  Threshold based library validation

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

  14★ repo

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

• 3990

  Train test split verification

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

  14★ repo

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

• 3991

  Training validation dataset stratification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/training-validation-dataset-stratification · Skill

  14★ repo

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

• 3992

  Training validation test set allocation

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

• 3993

  Tree based model validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tree-based-model-validation · Skill

  14★ repo

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

• 3994

  Type safety and length matching validation

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

• 3995

  Workflow output validation and qa

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

• 3996

  Workflow pipeline execution validation

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

  14★ repo

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

• 3997

  Workflow reproducibility validation

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

  14★ repo

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

• 3998

  Backend compatibility verification visualization library

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/backend-compatibility-verification-visualization-library · Skill

  14★ repo

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

• 3999

  C sharp wrapper method validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/c-sharp-wrapper-method-validation · Skill

  14★ repo

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

• 4000

  Chemical structure format verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chemical-structure-format-verification · Skill

  14★ repo

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

• 4001

  Chemical structure validation

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

  14★ repo

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

• 4002

  Chromatographic peak detection validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatographic-peak-detection-validation · Skill

  14★ repo

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

• 4003

  Configuration schema validation

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

  14★ repo

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

• 4004

  Corrected intensity table validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/corrected-intensity-table-validation · Skill

  14★ repo

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

• 4005

  Cross script consistency verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cross-script-consistency-verification · Skill

  14★ repo

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

• 4006

  Dashboard data loading and validation

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

  14★ repo

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

• 4007

  Data integrity verification

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

  14★ repo

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

• 4008

  Data quality validation lipidomics

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

  14★ repo

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

• 4009

  Data structure validation

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

  14★ repo

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

• 4010

  Data type constraint verification

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

  14★ repo

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

• 4011

  Datatype validation helper methods

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

  14★ repo

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

• 4012

  Deep learning model training and validation

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

  14★ repo

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

• 4013

  Distribution channel validation

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

  14★ repo

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

• 4014

  Dotnet assembly path verification

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

  14★ repo

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

• 4015

  Entry point script validation

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

  14★ repo

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

• 4016

  Feature count verification across adducts and isotopologues

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

  14★ repo

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

• 4017

  Feature table export and validation

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

  14★ repo

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

• 4018

  File format compliance validation

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

  14★ repo

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

• 4019

  File format validation proteomics

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

  14★ repo

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

• 4020

  File format validation

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

  14★ repo

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