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

• 8281

  Spectral workflow validation

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

  15★ repo

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

• 8282

  Spectrum array validation

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

  15★ repo

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

• 8283

  Spectrum feature engineering validation

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

  15★ repo

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

• 8284

  Spectrum record consistency validation

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

  15★ repo

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

• 8285

  Structural clustering validation in chemical space

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

• 8286

  Structural similarity ground truth validation

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

• 8287

  Structured result validation

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

  15★ repo

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

• 8288

  Targeted peak detection screening and validation

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

• 8289

  Test output parsing and status validation

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

• 8290

  Threshold based library validation

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

  15★ repo

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

• 8291

  Tima entry point validation

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

  15★ repo

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

• 8292

  Toml format validation

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

  15★ repo

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

• 8293

  Train test split verification

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

  15★ repo

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

• 8294

  Training validation test set allocation

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

• 8295

  Unit test validation

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

  15★ repo

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

• 8296

  Url validation and accessibility verification

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

• 8297

  Validation report generation

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

  15★ repo

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

• 8298

  Vectorized operation verification

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

  15★ repo

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

• 8299

  Version control feature branch management

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

• 8300

  Web service deployment validation

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

  15★ repo

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

• 8301

  Wine environment initialization validation

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

  15★ repo

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

• 8302

  Workflow definition schema validation

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

  15★ repo

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

• 8303

  Workflow output validation and qa

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

• 8304

  Workflow pipeline execution validation

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

  15★ repo

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

• 8305

  Acquisition mode enumeration and validation

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

  15★ repo

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

• 8306

  Aird format conversion and validation

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

  15★ repo

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

• 8307

  Antismash bgc directory organization and validation

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

  15★ repo

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

• 8308

  Api contract validation

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

  15★ repo

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

• 8309

  Api response parsing and validation

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

  15★ repo

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

• 8310

  Artifact checksum verification

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

  15★ repo

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

• 8311

  Artifact size measurement and range verification

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

  15★ repo

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

• 8312

  Assay ratio computation verification

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

  15★ repo

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

• 8313

  Attention mechanism validation

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

  15★ repo

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

• 8314

  Backend compatibility verification visualization library

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

  15★ repo

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

• 8315

  Batch corrected feature table validation

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

  15★ repo

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

• 8316

  Batch document verification

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

  15★ repo

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

• 8317

  Batch generation and validation

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

  15★ repo

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

• 8318

  Binary data integrity verification

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

  15★ repo

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

• 8319

  Black formatter check mode execution

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

  15★ repo

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

• 8320

  Build artifact retrieval and validation

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

  15★ repo

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

• 8321

  Build artifact validation

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

  15★ repo

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

• 8322

  Build badge verification

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

  15★ repo

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

• 8323

  Byte level serialization validation

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

  15★ repo

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

• 8324

  C sharp wrapper method validation

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

  15★ repo

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

• 8325

  Calibration curve validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/calibration-curve-validation · Skill

  15★ repo

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

• 8326

  Checkpoint selection based on validation metric

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/checkpoint-selection-based-on-validation-metric · Skill

  15★ repo

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

• 8327

  Chemical classification scheme validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-classification-scheme-validation · Skill

  15★ repo

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

• 8328

  Chemical graph connectivity validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-graph-connectivity-validation · Skill

  15★ repo

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

• 8329

  Chemical identifier verification

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

  15★ repo

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

• 8330

  Chemical structure format verification

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

  15★ repo

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

• 8331

  Chemical structure integrity verification

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

  15★ repo

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

• 8332

  Chemical structure sanitization and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-structure-sanitization-and-validation · Skill

  15★ repo

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

• 8333

  Chemical structure validation syntax

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-structure-validation-syntax · Skill

  15★ repo

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

• 8334

  Chemical structure validation

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

  15★ repo

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

• 8335

  Chemical valence constraint validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-valence-constraint-validation · Skill

  15★ repo

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

• 8336

  Chromatographic peak detection validation

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

  15★ repo

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

• 8337

  Ci cd pipeline reproducibility verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ci-cd-pipeline-reproducibility-verification · Skill

  15★ repo

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

• 8338

  Classification algorithm tuning validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/classification-algorithm-tuning-validation · Skill

  15★ repo

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

• 8339

  Cluster validation cdf threshold selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cluster-validation-cdf-threshold-selection · Skill

  15★ repo

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

• 8340

  Collision cross section model validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/collision-cross-section-model-validation · Skill

  15★ repo

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