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

• 8581

  Pytorch installation and verification

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

  15★ repo

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

• 8582

  Pytorch tensor shape validation

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

  15★ repo

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

• 8583

  Qc dilution consistency validation

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

  15★ repo

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

• 8584

  Quality control merge verification

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

  15★ repo

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

• 8585

  Quality control threshold validation

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

  15★ repo

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

• 8586

  Query representation validation

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

  15★ repo

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

• 8587

  R cmd check validation

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

  15★ repo

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

• 8588

  R data frame construction and validation

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

  15★ repo

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

• 8589

  R object inspection and validation

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

  15★ repo

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

• 8590

  R package installation and execution

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

  15★ repo

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

• 8591

  R package installation and runtime verification

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

• 8592

  R script validation and execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-script-validation-and-execution · Skill

  15★ repo

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

• 8593

  R syntax validation and linting

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

  15★ repo

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

• 8594

  R tibble object creation and validation

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

  15★ repo

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

• 8595

  Rc object construction and validation

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

  15★ repo

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

• 8596

  Reference compound verification

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

  15★ repo

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

• 8597

  Reference dataset validation for metabolite ions

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

  15★ repo

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

• 8598

  Reference quality validation

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

  15★ repo

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

• 8599

  Reference semantics verification

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

  15★ repo

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

• 8600

  Regex pattern design for value format validation

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

  15★ repo

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

• 8601

  Regression model validation quantification

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

  15★ repo

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

• 8602

  Release branch management

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/release-branch-management · Skill

  15★ repo

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

• 8603

  Retention time alignment validation

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

  15★ repo

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

• 8604

  Retention time prediction validation

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

  15★ repo

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

• 8605

  Round trip data integrity verification

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

• 8606

  Routing module testing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/routing-module-testing-and-validation · Skill

  15★ repo

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

• 8607

  Runtime output validation

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

  15★ repo

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

• 8608

  S7 object construction and validation

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

  15★ repo

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

• 8609

  Script reproducibility verification

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

  15★ repo

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

• 8610

  Sdf format validation

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

  15★ repo

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

• 8611

  Semantic versioning validation

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

  15★ repo

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

• 8612

  Service health check definition

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

  15★ repo

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

• 8613

  Signal noise ratio improvement validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/signal-noise-ratio-improvement-validation · Skill

  15★ repo

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

• 8614

  Simulation output validation

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

  15★ repo

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

• 8615

  Simulation result validation

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

  15★ repo

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

• 8616

  Smiles inchi round trip validation

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

  15★ repo

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

• 8617

  Smiles parsing and validation

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

  15★ repo

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

• 8618

  Smiles parsing validation

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

  15★ repo

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

• 8619

  Smiles sdf parsing validation

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

  15★ repo

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

• 8620

  Smiles string parsing and validation

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

  15★ repo

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

• 8621

  Smiles string validation

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

  15★ repo

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

• 8622

  Smiles structure format validation

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

  15★ repo

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

• 8623

  Snr based signal validation

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

  15★ repo

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

• 8624

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/software-architecture-documentation-review · Skill

  15★ repo

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

• 8625

  Software testing unit validation

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

  15★ repo

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

• 8626

  Spearman correlation coefficient calculation cross validation

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

  15★ repo

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

• 8627

  Spectral adduct ionmode validation

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

  15★ repo

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

• 8628

  Spectral data format validation

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

  15★ repo

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

• 8629

  Spectral data import validation

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

  15★ repo

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

• 8630

  Spectral data validation

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

  15★ repo

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

• 8631

  Spectral database schema validation

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

  15★ repo

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

• 8632

  Spectral dimension verification

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

  15★ repo

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

• 8633

  Spectral embedding rationality verification

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

  15★ repo

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

• 8634

  Spectral format parsing and validation

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

  15★ repo

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

• 8635

  Spectral library matching validation

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

  15★ repo

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

• 8636

  Spectral library schema validation

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

  15★ repo

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

• 8637

  Spectral metadata validation

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

  15★ repo

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

• 8638

  Spectral peak data validation and parsing

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

  15★ repo

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

• 8639

  Spectral peak validation

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

  15★ repo

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

• 8640

  Spectral result visualization verification

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

  15★ repo

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