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

• 3421

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-model-validation-quantification · Skill

  14★ repo

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

• 3422

  Retention time alignment validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/retention-time-alignment-validation · Skill

  14★ repo

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

• 3423

  Routing module testing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 3424

  Semantic versioning validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/semantic-versioning-validation · Skill

  14★ repo

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

• 3425

  Service health check definition

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/service-health-check-definition · Skill

  14★ repo

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

• 3426

  Simulation output validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/simulation-output-validation · Skill

  14★ repo

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

• 3427

  Smiles inchi round trip validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 3428

  Smiles parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/smiles-parsing-and-validation · Skill

  14★ repo

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

• 3429

  Smiles parsing validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/smiles-parsing-validation · Skill

  14★ repo

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

• 3430

  Smiles sdf parsing validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/smiles-sdf-parsing-validation · Skill

  14★ repo

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

• 3431

  Snr based signal validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/snr-based-signal-validation · Skill

  14★ repo

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

• 3432

  Software testing unit validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/software-testing-unit-validation · Skill

  14★ repo

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

• 3433

  Spearman correlation coefficient calculation cross validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 3434

  Spectral data format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-data-format-validation · Skill

  14★ repo

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

• 3435

  Spectral format parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 3436

  Spectral library matching validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-library-matching-validation · Skill

  14★ repo

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

• 3437

  Spectral result visualization verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-result-visualization-verification · Skill

  14★ repo

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

• 3438

  Spectral workflow validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-workflow-validation · Skill

  14★ repo

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

• 3439

  Spectrum array validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectrum-array-validation · Skill

  14★ repo

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

• 3440

  Spectrum feature engineering validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectrum-feature-engineering-validation · Skill

  14★ repo

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

• 3441

  Spectrum record consistency validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectrum-record-consistency-validation · Skill

  14★ repo

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

• 3442

  Structural clustering validation in chemical space

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/structural-clustering-validation-in-chemical-space · Skill

  14★ repo

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

• 3443

  Structural similarity ground truth validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/structural-similarity-ground-truth-validation · Skill

  14★ repo

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

• 3444

  Structured result validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/structured-result-validation · Skill

  14★ repo

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

• 3445

  Targeted peak detection screening and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/targeted-peak-detection-screening-and-validation · Skill

  14★ repo

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

• 3446

  Test output parsing and status validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/test-output-parsing-and-status-validation · Skill

  14★ repo

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

• 3447

  Threshold based library validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/threshold-based-library-validation · Skill

  14★ repo

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

• 3448

  Tima entry point validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/tima-entry-point-validation · Skill

  14★ repo

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

• 3449

  Toml format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/toml-format-validation · Skill

  14★ repo

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

• 3450

  Train test split verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/train-test-split-verification · Skill

  14★ repo

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

• 3451

  Training validation test set allocation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/training-validation-test-set-allocation · Skill

  14★ repo

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

• 3452

  Unit test validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/unit-test-validation · Skill

  14★ repo

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

• 3453

  Url validation and accessibility verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/url-validation-and-accessibility-verification · Skill

  14★ repo

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

• 3454

  Validation report generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/validation-report-generation · Skill

  14★ repo

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

• 3455

  Vectorized operation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/vectorized-operation-verification · Skill

  14★ repo

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

• 3456

  Web service deployment validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/web-service-deployment-validation · Skill

  14★ repo

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

• 3457

  Wine environment initialization validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/wine-environment-initialization-validation · Skill

  14★ repo

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

• 3458

  Workflow definition schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/workflow-definition-schema-validation · Skill

  14★ repo

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

• 3459

  Workflow output validation and qa

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/workflow-output-validation-and-qa · Skill

  14★ repo

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

• 3460

  Workflow pipeline execution validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/workflow-pipeline-execution-validation · Skill

  14★ repo

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

• 3461

  Acquisition mode enumeration and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/acquisition-mode-enumeration-and-validation · Skill

  14★ repo

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

• 3462

  Aird format conversion and validation

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

  14★ repo

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

• 3463

  Antismash bgc directory organization and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/antismash-bgc-directory-organization-and-validation · Skill

  14★ repo

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

• 3464

  Api contract validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-contract-validation · Skill

  14★ repo

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

• 3465

  Api response parsing and validation

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

  14★ repo

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

• 3466

  Artifact checksum verification

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

  14★ repo

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

• 3467

  Artifact size measurement and range verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/artifact-size-measurement-and-range-verification · Skill

  14★ repo

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

• 3468

  Assay ratio computation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/assay-ratio-computation-verification · Skill

  14★ repo

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

• 3469

  Attention mechanism validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/attention-mechanism-validation · Skill

  14★ repo

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

• 3470

  Backend compatibility verification visualization library

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/backend-compatibility-verification-visualization-library · Skill

  14★ repo

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

• 3471

  Batch corrected feature table validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/batch-corrected-feature-table-validation · Skill

  14★ repo

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

• 3472

  Batch document verification

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

  14★ repo

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

• 3473

  Batch generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/batch-generation-and-validation · Skill

  14★ repo

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

• 3474

  Binary data integrity verification

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

  14★ repo

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

• 3475

  Black formatter check mode execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/black-formatter-check-mode-execution · Skill

  14★ repo

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

• 3476

  Build artifact retrieval and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/build-artifact-retrieval-and-validation · Skill

  14★ repo

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

• 3477

  Build artifact validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/build-artifact-validation · Skill

  14★ repo

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

• 3478

  Build badge verification

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

  14★ repo

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

• 3479

  Byte level serialization validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/byte-level-serialization-validation · Skill

  14★ repo

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

• 3480

  C sharp wrapper method validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/c-sharp-wrapper-method-validation · Skill

  14★ repo

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