2,127 of these skill files have been read, by 1,524 distinct authors, and what they tell an agent counted. What Quality gates authors agree on, and what they forbid

• 3301

  Repository cloning and dependency verification

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/repository-cloning-and-dependency-verification · Skill

  15★ repo

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

• 3302

  Shell script executability validation

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/shell-script-executability-validation · Skill

  15★ repo

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

• 3303

  Simulation based validation

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/simulation-based-validation · Skill

  15★ repo

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

• 3304

  Simulation dataset validation benchmarking

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/simulation-dataset-validation-benchmarking · Skill

  15★ repo

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

• 3305

  Sparse matrix validation

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/sparse-matrix-validation · Skill

  15★ repo

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

• 3306

  Tabix index validation and inspection

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/tabix-index-validation-and-inspection · Skill

  15★ repo

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

• 3307

  Acquisition mode enumeration and validation

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

• 3308

  Aird format conversion and validation

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

• 3309

  Api contract validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/api-contract-validation · Skill

  15★ repo

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

• 3310

  Api response parsing and validation

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

• 3311

  Artifact checksum verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/artifact-checksum-verification · Skill

  15★ repo

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

• 3312

  Artifact size measurement and range verification

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

• 3313

  Assay ratio computation verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/assay-ratio-computation-verification · Skill

  15★ repo

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

• 3314

  Attention mechanism validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/attention-mechanism-validation · Skill

  15★ repo

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

• 3315

  Backend compatibility verification visualization library

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

• 3316

  Batch document verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/batch-document-verification · Skill

  15★ repo

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

• 3317

  Batch generation and validation

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

  15★ repo

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

• 3318

  Build artifact retrieval and validation

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

• 3319

  Build badge verification

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

  15★ repo

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

• 3320

  Byte level serialization validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/byte-level-serialization-validation · Skill

  15★ repo

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

• 3321

  C sharp wrapper method validation

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

• 3322

  Checkpoint selection based on validation metric

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

• 3323

  Chemical graph connectivity validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/chemical-graph-connectivity-validation · Skill

  15★ repo

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

• 3324

  Chemical identifier verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/chemical-identifier-verification · Skill

  15★ repo

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

• 3325

  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

• 3326

  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

• 3327

  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

• 3328

  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

• 3329

  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

• 3330

  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

• 3331

  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

• 3332

  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

• 3333

  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

• 3334

  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

• 3335

  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

• 3336

  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

• 3337

  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

• 3338

  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

• 3339

  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

• 3340

  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

• 3341

  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

• 3342

  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

• 3343

  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

• 3344

  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

• 3345

  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

• 3346

  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

• 3347

  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

• 3348

  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

• 3349

  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

• 3350

  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

• 3351

  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

• 3352

  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

• 3353

  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

• 3354

  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

• 3355

  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

• 3356

  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

• 3357

  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

• 3358

  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

• 3359

  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

• 3360

  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