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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

  • Spectral similarity validation

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

    15★ repo

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

  • Spectral workflow validation

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

    15★ repo

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

  • Spectrum array validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-array-validation Skill

    15★ repo

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

  • Spectrum feature engineering validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-feature-engineering-validation Skill

    15★ repo

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

  • Spectrum metadata extraction validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-metadata-extraction-validation Skill

    15★ repo

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

  • Spectrum metadata validation

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

    15★ repo

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

  • Spectrum record consistency validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-record-consistency-validation Skill

    15★ repo

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

  • Structural clustering validation in chemical space

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structural-clustering-validation-in-chemical-space Skill

    15★ repo

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

  • Structural similarity ground truth validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structural-similarity-ground-truth-validation Skill

    15★ repo

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

  • Structure standardization validation

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

    15★ repo

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

  • Structure validation and canonicalization

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

    15★ repo

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

  • Structured result validation

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

    15★ repo

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

  • Tabular data validation

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

    15★ repo

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

  • Targeted peak detection screening and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/targeted-peak-detection-screening-and-validation Skill

    15★ repo

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

  • Taxonomic nomenclature normalization and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/taxonomic-nomenclature-normalization-and-validation Skill

    15★ repo

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

  • Tensor shape validation and numerical correctness checking

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensor-shape-validation-and-numerical-correctness-checking Skill

    15★ repo

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

  • Tensor shape validation through forward pass

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensor-shape-validation-through-forward-pass Skill

    15★ repo

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

  • Test driven development validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-driven-development-validation Skill

    15★ repo

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

  • Test output parsing and status validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-output-parsing-and-status-validation Skill

    15★ repo

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

  • Test suite execution and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-suite-execution-and-validation Skill

    15★ repo

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

  • Test suite execution verification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-suite-execution-verification Skill

    15★ repo

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

  • Test suite validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-suite-validation Skill

    15★ repo

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

  • Thread utilization profiling and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/thread-utilization-profiling-and-validation Skill

    15★ repo

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

  • Threshold based library validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/threshold-based-library-validation Skill

    15★ repo

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

  • Tic peak isolation validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tic-peak-isolation-validation Skill

    15★ repo

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

  • Tima entry point validation

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

    15★ repo

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

  • Toml format validation

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

    15★ repo

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

  • Tool initialization verification

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

    15★ repo

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

  • Tool parameter specification and validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tool-parameter-specification-and-validation Skill

    15★ repo

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

  • Topic label validation distribution analysis

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/topic-label-validation-distribution-analysis Skill

    15★ repo

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

  • Train test split verification

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

    15★ repo

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

  • Train validation test split management

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

    15★ repo

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

  • Training validation dataset stratification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/training-validation-dataset-stratification Skill

    15★ repo

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

  • Training validation test set allocation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/training-validation-test-set-allocation Skill

    15★ repo

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

  • Tree based model validation

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

    15★ repo

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

  • Type safety and length matching validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/type-safety-and-length-matching-validation Skill

    15★ repo

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

  • Unit test validation for preprocessing

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-validation-for-preprocessing Skill

    15★ repo

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

  • Unit test validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-validation Skill

    15★ repo

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

  • Url validation and accessibility verification

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

    15★ repo

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

  • Validated dataset integrity verification

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

    15★ repo

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

  • Validation error categorization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validation-error-categorization Skill

    15★ repo

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

  • Validation report generation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validation-report-generation Skill

    15★ repo

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

  • Validation test design for biochemical identifiers

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validation-test-design-for-biochemical-identifiers Skill

    15★ repo

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

  • Validator tool integration

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validator-tool-integration Skill

    15★ repo

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

  • Vectorized operation verification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/vectorized-operation-verification Skill

    15★ repo

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

  • Version control feature branch management

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

    15★ repo

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

  • Vocabulary coverage validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/vocabulary-coverage-validation Skill

    15★ repo

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

  • Web service deployment validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-service-deployment-validation Skill

    15★ repo

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

  • Web service health verification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-service-health-verification Skill

    15★ repo

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

  • Wine environment initialization validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/wine-environment-initialization-validation Skill

    15★ repo

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

  • Workflow branching logic design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/workflow-branching-logic-design Skill

    15★ repo

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

  • Workflow definition schema validation

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

    15★ repo

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

  • Workflow output validation and qa

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/workflow-output-validation-and-qa Skill

    15★ repo

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

  • Workflow pipeline execution validation

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

    15★ repo

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

  • Workflow reproducibility validation

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

    15★ repo

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

  • Anndata object structure validation

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/anndata-object-structure-validation Skill

    15★ repo

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

  • Ci pipeline reproducibility verification

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/ci-pipeline-reproducibility-verification Skill

    15★ repo

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

  • Count matrix format validation

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/count-matrix-format-validation Skill

    15★ repo

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

  • Dask array lazy evaluation verification

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/dask-array-lazy-evaluation-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/transcriptomics/v1/skills/expert-review-preparation Skill

    15★ repo

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