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

• 3541

  Docker container deployment verification

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

  14★ repo

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

• 3542

  Docker container health verification

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

  14★ repo

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

• 3543

  Document structure verification

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

  14★ repo

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

• 3544

  Dotnet assembly path verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dotnet-assembly-path-verification · Skill

  14★ repo

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

• 3545

  Eigenmetabolite direction of effect validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/eigenmetabolite-direction-of-effect-validation · Skill

  14★ repo

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

• 3546

  Embedding space rationality validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/embedding-space-rationality-validation · Skill

  14★ repo

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

• 3547

  Embedding vector validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/embedding-vector-validation · Skill

  14★ repo

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

• 3548

  Entry point script validation

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

  14★ repo

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

• 3549

  Entrypoint verification

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

  14★ repo

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

• 3550

  Environment validation and verification

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

  14★ repo

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

• 3551

  Export tag syntax validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/export-tag-syntax-validation · Skill

  14★ repo

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

• 3552

  Feature count verification across adducts and isotopologues

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

• 3553

  Feature list format validation

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

  14★ repo

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

• 3554

  Feature sub group refinement and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feature-sub-group-refinement-and-validation · Skill

  14★ repo

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

• 3555

  Feature table export and validation

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

• 3556

  Feature table row count validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feature-table-row-count-validation · Skill

  14★ repo

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

• 3557

  File format compliance validation

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

  14★ repo

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

• 3558

  File format conversion validation

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

  14★ repo

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

• 3559

  File format export and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-format-export-and-validation · Skill

  14★ repo

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

• 3560

  File format parsing and validation

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

  14★ repo

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

• 3561

  File format validation proteomics

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

  14★ repo

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

• 3562

  File format validation

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

  14★ repo

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

• 3563

  File integrity validation

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

  14★ repo

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

• 3564

  File path normalization and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-path-normalization-and-validation · Skill

  14★ repo

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

• 3565

  File path resolution and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-path-resolution-and-validation · Skill

  14★ repo

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

• 3566

  File system audit and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-system-audit-and-validation · Skill

  14★ repo

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

• 3567

  Filter criteria composition and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/filter-criteria-composition-and-validation · Skill

  14★ repo

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

• 3568

  Filter module toggle verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/filter-module-toggle-verification · Skill

  14★ repo

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

• 3569

  Filter parameter validation

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

  14★ repo

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

• 3570

  Fixed architecture layer validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/fixed-architecture-layer-validation · Skill

  14★ repo

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

• 3571

  Fragment record cross reference validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/fragment-record-cross-reference-validation · Skill

  14★ repo

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

• 3572

  Fragmentation pattern query validation

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

  14★ repo

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

• 3573

  Ft icr spectrum recalibration validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ft-icr-spectrum-recalibration-validation · Skill

  14★ repo

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

• 3574

  Galaxy tool registration verification

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

  14★ repo

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

• 3575

  Genbank accession validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/genbank-accession-validation · Skill

  14★ repo

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

• 3576

  Genome scale model validation and curation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/genome-scale-model-validation-and-curation · Skill

  14★ repo

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

• 3577

  Git branch workflow validation

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

  14★ repo

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

• 3578

  Gnps data schema validation

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

  14★ repo

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

• 3579

  Gnuplot library availability verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gnuplot-library-availability-verification · Skill

  14★ repo

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

• 3580

  Gpu capability detection and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gpu-capability-detection-and-validation · Skill

  14★ repo

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

• 3581

  Gradient flow backpropagation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gradient-flow-backpropagation-validation · Skill

  14★ repo

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

• 3582

  Gradient flow verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gradient-flow-verification · Skill

  14★ repo

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

• 3583

  Ground truth ordinal validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ground-truth-ordinal-validation · Skill

  14★ repo

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

• 3584

  Hdf5 format support validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hdf5-format-support-validation · Skill

  14★ repo

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

• 3585

  Hdf5 output validation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hdf5-output-validation-verification · Skill

  14★ repo

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

• 3586

  Hdf5 schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hdf5-schema-validation · Skill

  14★ repo

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

• 3587

  Hex dump parsing and verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hex-dump-parsing-and-verification · Skill

  14★ repo

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

• 3588

  Http connectivity verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/http-connectivity-verification · Skill

  14★ repo

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

• 3589

  Http endpoint connectivity verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/http-endpoint-connectivity-verification · Skill

  14★ repo

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

• 3590

  Identifier format parsing and validation

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

  14★ repo

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

• 3591

  Imputation quality validation

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

  14★ repo

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

• 3592

  In silico fragmentation simulation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/in-silico-fragmentation-simulation-validation · Skill

  14★ repo

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

• 3593

  Installation requirement validation

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

  14★ repo

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

• 3594

  Installation validation and diagnostics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/installation-validation-and-diagnostics · Skill

  14★ repo

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

• 3595

  Installation validation reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/installation-validation-reporting · Skill

  14★ repo

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

• 3596

  Installation verification and validation

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

  14★ repo

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

• 3597

  Instrumental parameter validation mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/instrumental-parameter-validation-mass-spectrometry · Skill

  14★ repo

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

• 3598

  Inter scan interval validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/inter-scan-interval-validation · Skill

  14★ repo

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

• 3599

  Interactive workflow validation

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

  14★ repo

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

• 3600

  Internal standard peak detection and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/internal-standard-peak-detection-and-validation · Skill

  14★ repo

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