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

• 3481

  Calibration curve validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/calibration-curve-validation · Skill

  14★ repo

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

• 3482

  Checkpoint selection based on validation metric

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

• 3483

  Chemical classification scheme validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-classification-scheme-validation · Skill

  14★ repo

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

• 3484

  Chemical graph connectivity validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-graph-connectivity-validation · Skill

  14★ repo

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

• 3485

  Chemical identifier verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-identifier-verification · Skill

  14★ repo

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

• 3486

  Chemical structure format verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-structure-format-verification · Skill

  14★ repo

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

• 3487

  Chemical structure integrity verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-structure-integrity-verification · Skill

  14★ repo

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

• 3488

  Chemical structure sanitization and validation

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

  14★ repo

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

• 3489

  Chemical structure validation syntax

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

  14★ repo

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

• 3490

  Chemical structure validation

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

  14★ repo

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

• 3491

  Chemical valence constraint validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-valence-constraint-validation · Skill

  14★ repo

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

• 3492

  Chromatographic peak detection validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chromatographic-peak-detection-validation · Skill

  14★ repo

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

• 3493

  Ci cd pipeline reproducibility verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ci-cd-pipeline-reproducibility-verification · Skill

  14★ repo

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

• 3494

  Classification algorithm tuning validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/classification-algorithm-tuning-validation · Skill

  14★ repo

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

• 3495

  Cluster validation cdf threshold selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cluster-validation-cdf-threshold-selection · Skill

  14★ repo

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

• 3496

  Collision cross section model validation

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

• 3497

  Command line tool verification

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

  14★ repo

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

• 3498

  Compiled module import verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/compiled-module-import-verification · Skill

  14★ repo

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

• 3499

  Compound count verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/compound-count-verification · Skill

  14★ repo

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

• 3500

  Compound identification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/compound-identification-validation · Skill

  14★ repo

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

• 3501

  Computational reproducibility verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/computational-reproducibility-verification · Skill

  14★ repo

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

• 3502

  Configuration file validation dynaconf

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-file-validation-dynaconf · Skill

  14★ repo

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

• 3503

  Configuration schema validation

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

  14★ repo

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

• 3504

  Constraint based model validation

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

  14★ repo

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

• 3505

  Container image size verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/container-image-size-verification · Skill

  14★ repo

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

• 3506

  Container orchestration verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/container-orchestration-verification · Skill

  14★ repo

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

• 3507

  Container runtime verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/container-runtime-verification · Skill

  14★ repo

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

• 3508

  Containerized api service validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/containerized-api-service-validation · Skill

  14★ repo

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

• 3509

  Containerized application deployment validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/containerized-application-deployment-validation · Skill

  14★ repo

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

• 3510

  Converter specification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/converter-specification-validation · Skill

  14★ repo

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

• 3511

  Corpus preparation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/corpus-preparation-validation · Skill

  14★ repo

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

• 3512

  Corrected intensity table validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/corrected-intensity-table-validation · Skill

  14★ repo

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

• 3513

  Count verification against published values

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/count-verification-against-published-values · Skill

  14★ repo

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

• 3514

  Count verification and validation

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

  14★ repo

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

• 3515

  Cross language function invocation and validation

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

• 3516

  Cross script consistency verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-script-consistency-verification · Skill

  14★ repo

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

• 3517

  Cross validation benchmark evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-benchmark-evaluation · Skill

  14★ repo

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

• 3518

  Cross validation model aggregation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-model-aggregation · Skill

  14★ repo

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

• 3519

  Cross validation parameter tuning

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-parameter-tuning · Skill

  14★ repo

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

• 3520

  Cross validation performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-performance-evaluation · Skill

  14★ repo

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

• 3521

  Cross validation result interpretation

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

  14★ repo

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

• 3522

  Cross validation strategy selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-strategy-selection · Skill

  14★ repo

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

• 3523

  Cross validation workflow execution

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

  14★ repo

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

• 3524

  Csv format validation

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

  14★ repo

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

• 3525

  Csv table validation and integrity checking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/csv-table-validation-and-integrity-checking · Skill

  14★ repo

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

• 3526

  Dashboard data loading and validation

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

• 3527

  Dashboard session initialization verification

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

  14★ repo

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

• 3528

  Data format validation and integrity checking

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

• 3529

  Data integrity verification

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

  14★ repo

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

• 3530

  Data quality validation lipidomics

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

  14★ repo

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

• 3531

  Data structure validation

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

  14★ repo

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

• 3532

  Data type constraint verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/data-type-constraint-verification · Skill

  14★ repo

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

• 3533

  Dataset train test split validation

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

• 3534

  Datatype validation helper methods

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/datatype-validation-helper-methods · Skill

  14★ repo

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

• 3535

  Deep learning model architecture validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-model-architecture-validation · Skill

  14★ repo

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

• 3536

  Deep learning model training and validation

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

• 3537

  Deep learning module instantiation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-module-instantiation-and-validation · Skill

  14★ repo

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

• 3538

  Dependency requirement validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dependency-requirement-validation · Skill

  14★ repo

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

• 3539

  Directory structure validation

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

  14★ repo

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

• 3540

  Distribution channel validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/distribution-channel-validation · Skill

  14★ repo

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