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

• 8161

  Chemical structure sanitization and validation

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

• 8162

  Ci cd pipeline reproducibility verification

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

• 8163

  Container image size verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/container-image-size-verification · Skill

  15★ repo

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

• 8164

  Container orchestration verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/container-orchestration-verification · Skill

  15★ repo

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

• 8165

  Containerized application deployment validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/containerized-application-deployment-validation · Skill

  15★ repo

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

• 8166

  Converter specification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/converter-specification-validation · Skill

  15★ repo

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

• 8167

  Corrected intensity table validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/corrected-intensity-table-validation · Skill

  15★ repo

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

• 8168

  Count verification against published values

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

• 8169

  Count verification and validation

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

  15★ repo

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

• 8170

  Cross language function invocation and validation

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

• 8171

  Cross script consistency verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/cross-script-consistency-verification · Skill

  15★ repo

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

• 8172

  Cross validation benchmark evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/cross-validation-benchmark-evaluation · Skill

  15★ repo

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

• 8173

  Dashboard session initialization verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/dashboard-session-initialization-verification · Skill

  15★ repo

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

• 8174

  Deep learning model architecture validation

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

• 8175

  Deep learning module instantiation and validation

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

• 8176

  Distribution channel validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/distribution-channel-validation · Skill

  15★ repo

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

• 8177

  Docker container health verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/docker-container-health-verification · Skill

  15★ repo

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

• 8178

  Dotnet assembly path verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/dotnet-assembly-path-verification · Skill

  15★ repo

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

• 8179

  Embedding vector validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/embedding-vector-validation · Skill

  15★ repo

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

• 8180

  Environment validation and verification

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

  15★ repo

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

• 8181

  Expert review preparation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/expert-review-preparation · Skill

  15★ repo

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

• 8182

  Export tag syntax validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/export-tag-syntax-validation · Skill

  15★ repo

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

• 8183

  Feature list format validation

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

  15★ repo

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

• 8184

  Feature sub group refinement and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/feature-sub-group-refinement-and-validation · Skill

  15★ repo

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

• 8185

  Feature table row count validation

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

  15★ repo

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

• 8186

  File format compliance validation

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

  15★ repo

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

• 8187

  File format validation

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

  15★ repo

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

• 8188

  File system audit and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/file-system-audit-and-validation · Skill

  15★ repo

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

• 8189

  Fixed architecture layer validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/fixed-architecture-layer-validation · Skill

  15★ repo

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

• 8190

  Git repository cloning and version control

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/git-repository-cloning-and-version-control · Skill

  15★ repo

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

• 8191

  Git repository cloning

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/git-repository-cloning · Skill

  15★ repo

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

• 8192

  Git repository tag checkout

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/git-repository-tag-checkout · Skill

  15★ repo

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

• 8193

  Hdf5 format support validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/hdf5-format-support-validation · Skill

  15★ repo

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

• 8194

  Hdf5 output validation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/hdf5-output-validation-verification · Skill

  15★ repo

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

• 8195

  Hex dump parsing and verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/hex-dump-parsing-and-verification · Skill

  15★ repo

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

• 8196

  Http connectivity verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/http-connectivity-verification · Skill

  15★ repo

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

• 8197

  Installation validation and diagnostics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/installation-validation-and-diagnostics · Skill

  15★ repo

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

• 8198

  Installation validation reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/installation-validation-reporting · Skill

  15★ repo

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

• 8199

  Instrumental parameter validation mass spectrometry

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

  15★ repo

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

• 8200

  Inter scan interval validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/inter-scan-interval-validation · Skill

  15★ repo

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

• 8201

  Ion type assignment verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ion-type-assignment-verification · Skill

  15★ repo

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

• 8202

  Isotopic signature validation and filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/isotopic-signature-validation-and-filtering · Skill

  15★ repo

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

• 8203

  Java application build verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/java-application-build-verification · Skill

  15★ repo

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

• 8204

  Java build artifact validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/java-build-artifact-validation · Skill

  15★ repo

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

• 8205

  Json response validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-response-validation · Skill

  15★ repo

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

• 8206

  Json schema output verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-schema-output-verification · Skill

  15★ repo

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

• 8207

  Json schema validation

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

  15★ repo

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

• 8208

  Json structure validation for metabolomics data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-structure-validation-for-metabolomics-data · Skill

  15★ repo

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

• 8209

  Json validation and formatting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-validation-and-formatting · Skill

  15★ repo

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

• 8210

  K fold cross validation model selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/k-fold-cross-validation-model-selection · Skill

  15★ repo

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

• 8211

  Knowledge graph generation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/knowledge-graph-generation-and-validation · Skill

  15★ repo

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

• 8212

  Lc ms output validation

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

  15★ repo

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

• 8213

  Library analogue search branching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/library-analogue-search-branching · Skill

  15★ repo

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

• 8214

  Library import validation

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

  15★ repo

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

• 8215

  Library object validation

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

  15★ repo

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

• 8216

  Mandatory field verification

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

  15★ repo

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

• 8217

  Mass charge retention time validation

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

  15★ repo

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

• 8218

  Mass error calculation and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-error-calculation-and-validation · Skill

  15★ repo

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

• 8219

  Mass spectral data validation

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

  15★ repo

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

• 8220

  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