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

• 8221

  Mass spectrometry metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-metadata-validation · Skill

  15★ repo

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

• 8222

  Mass spectrometry method cycle verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-method-cycle-verification · Skill

  15★ repo

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

• 8223

  Mass spectrum calibration validation

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

  15★ repo

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

• 8224

  Matrix directive collation validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matrix-directive-collation-validation · Skill

  15★ repo

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

• 8225

  Matrix structure validation and qc

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matrix-structure-validation-and-qc · Skill

  15★ repo

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

• 8226

  Metabolite identification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-identification-validation · Skill

  15★ repo

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

• 8227

  Metabolite set composition validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-set-composition-validation · Skill

  15★ repo

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

• 8228

  Metabolite set file parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolite-set-file-parsing-and-validation · Skill

  15★ repo

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

• 8229

  Metabolomics data input validation

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

  15★ repo

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

• 8230

  Metabolomics functional prediction workflow validation

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

  15★ repo

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

• 8231

  Metadata field verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metadata-field-verification · Skill

  15★ repo

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

• 8232

  Metadata transformation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metadata-transformation-verification · Skill

  15★ repo

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

• 8233

  Method equivalence verification across api invocations

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/method-equivalence-verification-across-api-invocations · Skill

  15★ repo

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

• 8234

  Model metadata schema verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/model-metadata-schema-verification · Skill

  15★ repo

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

• 8235

  Model metadata validation

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

  15★ repo

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

• 8236

  Module import verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/module-import-verification · Skill

  15★ repo

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

• 8237

  Molecular formula assignment and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/molecular-formula-assignment-and-validation · Skill

  15★ repo

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

• 8238

  Molecular formula validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/molecular-formula-validation · Skill

  15★ repo

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

• 8239

  Ms peak table format validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ms-peak-table-format-validation · Skill

  15★ repo

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

• 8240

  Msi data matrix import and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/msi-data-matrix-import-and-validation · Skill

  15★ repo

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

• 8241

  Multi assay cross linking validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multi-assay-cross-linking-validation · Skill

  15★ repo

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

• 8242

  Mzml format output generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mzml-format-output-generation-and-validation · Skill

  15★ repo

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

• 8243

  Natural product database validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/natural-product-database-validation · Skill

  15★ repo

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

• 8244

  Network topology validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/network-topology-validation · Skill

  15★ repo

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

• 8245

  Package installation verification and testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/package-installation-verification-and-testing · Skill

  15★ repo

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

• 8246

  Package repository verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/package-repository-verification · Skill

  15★ repo

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

• 8247

  Peak classification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-classification-validation · Skill

  15★ repo

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

• 8248

  Peak table row count validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-table-row-count-validation · Skill

  15★ repo

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

• 8249

  Peak table schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/peak-table-schema-validation · Skill

  15★ repo

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

• 8250

  Phylogenetic tree validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/phylogenetic-tree-validation · Skill

  15★ repo

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

• 8251

  Pipeline end to end execution and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pipeline-end-to-end-execution-and-validation · Skill

  15★ repo

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

• 8252

  Plant metabolic network validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/plant-metabolic-network-validation · Skill

  15★ repo

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

• 8253

  Proforma notation parsing validation

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

  15★ repo

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

• 8254

  Project metadata validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/project-metadata-validation · Skill

  15★ repo

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

• 8255

  Pull request change tracking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pull-request-change-tracking · Skill

  15★ repo

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

• 8256

  Python automated test execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-automated-test-execution · Skill

  15★ repo

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

• 8257

  R cmd check validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-cmd-check-validation · Skill

  15★ repo

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

• 8258

  R object inspection and validation

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

• 8259

  R package installation and execution

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

• 8260

  R package installation and runtime verification

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

• 8261

  Reference dataset validation for metabolite ions

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

• 8262

  Regression model validation quantification

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

  15★ repo

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

• 8263

  Release branch management

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/release-branch-management · Skill

  15★ repo

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

• 8264

  Retention time alignment validation

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

  15★ repo

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

• 8265

  Routing module testing and validation

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

• 8266

  Semantic versioning validation

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

  15★ repo

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

• 8267

  Service health check definition

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

  15★ repo

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

• 8268

  Simulation output validation

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

  15★ repo

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

• 8269

  Smiles inchi round trip validation

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

• 8270

  Smiles parsing and validation

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

  15★ repo

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

• 8271

  Smiles parsing validation

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

  15★ repo

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

• 8272

  Smiles sdf parsing validation

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

  15★ repo

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

• 8273

  Snr based signal validation

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

  15★ repo

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

• 8274

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/software-architecture-documentation-review · Skill

  15★ repo

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

• 8275

  Software testing unit validation

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

  15★ repo

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

• 8276

  Spearman correlation coefficient calculation cross validation

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

• 8277

  Spectral data format validation

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

  15★ repo

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

• 8278

  Spectral format parsing and validation

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

• 8279

  Spectral library matching validation

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

  15★ repo

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

• 8280

  Spectral result visualization verification

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

  15★ repo

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