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Review & quality

19,539 rows, by stacks then stars

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

  • Command line tool verification

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

    15★ repo

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

  • Compiled module import verification

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

    15★ repo

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

  • Compound count verification

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

    15★ repo

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

  • Compound identification validation

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

    15★ repo

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

  • Computational reproducibility verification

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

    15★ repo

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

  • Configuration file validation dynaconf

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

    15★ repo

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

  • Configuration schema validation

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

    15★ repo

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

  • Constraint based model validation

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

    15★ repo

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

  • Container image size verification

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

    15★ repo

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

  • Container orchestration verification

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

    15★ repo

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

  • Container runtime verification

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

    15★ repo

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

  • Containerized api service validation

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

    15★ repo

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

  • Containerized application deployment validation

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

    15★ repo

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

  • Converter specification validation

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

    15★ repo

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

  • Corpus preparation validation

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

    15★ repo

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

  • Corrected intensity table validation

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

    15★ repo

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

  • Count verification against published values

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

    15★ repo

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

  • Count verification and validation

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

    15★ repo

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

  • Cross language function invocation and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-language-function-invocation-and-validation Skill

    15★ repo

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

  • Cross script consistency verification

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

    15★ repo

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

  • Cross validation benchmark evaluation

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

    15★ repo

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

  • Cross validation model aggregation

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

    15★ repo

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

  • Cross validation parameter tuning

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

    15★ repo

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

  • Cross validation performance evaluation

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

    15★ repo

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

  • Cross validation result interpretation

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

    15★ repo

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

  • Cross validation strategy selection

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

    15★ repo

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

  • Cross validation workflow execution

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

    15★ repo

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

  • Csv format validation

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

    15★ repo

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

  • Csv table validation and integrity checking

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

    15★ repo

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

  • Dashboard data loading and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dashboard-data-loading-and-validation Skill

    15★ repo

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

  • Dashboard session initialization verification

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

    15★ repo

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

  • Data format validation and integrity checking

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/data-format-validation-and-integrity-checking Skill

    15★ repo

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

  • Data integrity verification

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

    15★ repo

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

  • Data quality validation lipidomics

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

    15★ repo

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

  • Data structure validation

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

    15★ repo

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

  • Data type constraint verification

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

    15★ repo

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

  • Dataset train test split validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dataset-train-test-split-validation Skill

    15★ repo

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

  • Datatype validation helper methods

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

    15★ repo

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

  • Deep learning model architecture validation

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

    15★ repo

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

  • Deep learning model training and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-model-training-and-validation Skill

    15★ repo

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

  • Deep learning module instantiation and validation

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

    15★ repo

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

  • Dependency requirement validation

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

    15★ repo

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

  • Directory structure validation

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

    15★ repo

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

  • Distribution channel validation

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

    15★ repo

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

  • Docker container deployment verification

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

    15★ repo

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

  • Docker container health verification

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

    15★ repo

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

  • Document structure verification

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

    15★ repo

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

  • Dotnet assembly path verification

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

    15★ repo

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

  • Dual branch feature fusion

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dual-branch-feature-fusion Skill

    15★ repo

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

  • Dynamic branch cutting module detection

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dynamic-branch-cutting-module-detection Skill

    15★ repo

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

  • Eigenmetabolite direction of effect validation

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

    15★ repo

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

  • Embedding space rationality validation

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

    15★ repo

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

  • Embedding vector validation

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

    15★ repo

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

  • Entry point script validation

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

    15★ repo

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

  • Entrypoint verification

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

    15★ repo

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

  • Environment validation and verification

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

    15★ repo

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

  • Expert review preparation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/expert-review-preparation Skill

    15★ repo

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

  • Export tag syntax validation

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

    15★ repo

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

  • Feature branch workflow management

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feature-branch-workflow-management Skill

    15★ repo

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

  • Feature count verification across adducts and isotopologues

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feature-count-verification-across-adducts-and-isotopologues Skill

    15★ repo

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