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

• 3721

  Python code style validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-code-style-validation · Skill

  14★ repo

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

• 3722

  Pytorch forward pass validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pytorch-forward-pass-validation · Skill

  14★ repo

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

• 3723

  Pytorch installation and verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pytorch-installation-and-verification · Skill

  14★ repo

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

• 3724

  Pytorch tensor shape validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pytorch-tensor-shape-validation · Skill

  14★ repo

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

• 3725

  Qc dilution consistency validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/qc-dilution-consistency-validation · Skill

  14★ repo

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

• 3726

  Quality control merge verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/quality-control-merge-verification · Skill

  14★ repo

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

• 3727

  Quality control threshold validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/quality-control-threshold-validation · Skill

  14★ repo

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

• 3728

  Query representation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/query-representation-validation · Skill

  14★ repo

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

• 3729

  R cmd check validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-cmd-check-validation · Skill

  14★ repo

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

• 3730

  R data frame construction and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-data-frame-construction-and-validation · Skill

  14★ repo

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

• 3731

  R object inspection and validation

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

• 3732

  R package installation and execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-package-installation-and-execution · Skill

  14★ repo

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

• 3733

  R package installation and runtime verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-package-installation-and-runtime-verification · Skill

  14★ repo

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

• 3734

  R script validation and execution

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

• 3735

  R syntax validation and linting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-syntax-validation-and-linting · Skill

  14★ repo

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

• 3736

  R tibble object creation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-tibble-object-creation-and-validation · Skill

  14★ repo

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

• 3737

  Rc object construction and validation

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

• 3738

  Reference compound verification

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

  14★ repo

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

• 3739

  Reference dataset validation for metabolite ions

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reference-dataset-validation-for-metabolite-ions · Skill

  14★ repo

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

• 3740

  Reference quality validation

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

  14★ repo

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

• 3741

  Reference semantics verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reference-semantics-verification · Skill

  14★ repo

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

• 3742

  Regex pattern design for value format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regex-pattern-design-for-value-format-validation · Skill

  14★ repo

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

• 3743

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-model-validation-quantification · Skill

  14★ repo

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

• 3744

  Retention time alignment validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-alignment-validation · Skill

  14★ repo

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

• 3745

  Retention time prediction validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-prediction-validation · Skill

  14★ repo

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

• 3746

  Round trip data integrity verification

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

  14★ repo

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

• 3747

  Routing module testing and validation

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

• 3748

  Runtime output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/runtime-output-validation · Skill

  14★ repo

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

• 3749

  S7 object construction and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/s7-object-construction-and-validation · Skill

  14★ repo

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

• 3750

  Script reproducibility verification

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

  14★ repo

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

• 3751

  Sdf format validation

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

  14★ repo

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

• 3752

  Semantic versioning validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/semantic-versioning-validation · Skill

  14★ repo

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

• 3753

  Service health check definition

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/service-health-check-definition · Skill

  14★ repo

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

• 3754

  Signal noise ratio improvement validation

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

• 3755

  Simulation output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/simulation-output-validation · Skill

  14★ repo

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

• 3756

  Simulation result validation

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

  14★ repo

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

• 3757

  Smiles inchi round trip validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-inchi-round-trip-validation · Skill

  14★ repo

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

• 3758

  Smiles parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-parsing-and-validation · Skill

  14★ repo

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

• 3759

  Smiles parsing validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-parsing-validation · Skill

  14★ repo

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

• 3760

  Smiles sdf parsing validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-sdf-parsing-validation · Skill

  14★ repo

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

• 3761

  Smiles string parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-string-parsing-and-validation · Skill

  14★ repo

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

• 3762

  Smiles string validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-string-validation · Skill

  14★ repo

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

• 3763

  Smiles structure format validation

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

  14★ repo

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

• 3764

  Snr based signal validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/snr-based-signal-validation · Skill

  14★ repo

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

• 3765

  Software testing unit validation

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

  14★ repo

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

• 3766

  Spearman correlation coefficient calculation cross validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spearman-correlation-coefficient-calculation-cross-validation · Skill

  14★ repo

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

• 3767

  Spectral adduct ionmode validation

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

  14★ repo

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

• 3768

  Spectral data format validation

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

  14★ repo

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

• 3769

  Spectral data import validation

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

  14★ repo

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

• 3770

  Spectral data validation

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

  14★ repo

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

• 3771

  Spectral database schema validation

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

  14★ repo

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

• 3772

  Spectral dimension verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-dimension-verification · Skill

  14★ repo

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

• 3773

  Spectral embedding rationality verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-embedding-rationality-verification · Skill

  14★ repo

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

• 3774

  Spectral format parsing and validation

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

• 3775

  Spectral library matching validation

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

  14★ repo

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

• 3776

  Spectral library schema validation

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

  14★ repo

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

• 3777

  Spectral metadata validation

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

  14★ repo

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

• 3778

  Spectral peak data validation and parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-peak-data-validation-and-parsing · Skill

  14★ repo

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

• 3779

  Spectral peak validation

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

  14★ repo

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

• 3780

  Spectral result visualization verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-result-visualization-verification · Skill

  14★ repo

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