1,011 of these skill files have been read, by 858 distinct authors, and what they tell an agent counted. What Architecture & codebase authors agree on, and what they forbid

• 6241

  Memo ms api usage and parameter configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/memo-ms-api-usage-and-parameter-configuration · Skill

  15★ repo

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

• 6242

  Metabolite annotation network architecture

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-annotation-network-architecture · Skill

  15★ repo

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

• 6243

  Metabolomics peak detection configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-peak-detection-configuration · Skill

  15★ repo

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

• 6244

  Modular fragmentor interface configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/modular-fragmentor-interface-configuration · Skill

  15★ repo

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

• 6245

  Module dispatch architecture analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/module-dispatch-architecture-analysis · Skill

  15★ repo

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

• 6246

  Molecular networking parameter configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/molecular-networking-parameter-configuration · Skill

  15★ repo

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

• 6247

  Msconvert parameter configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/msconvert-parameter-configuration · Skill

  15★ repo

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

• 6248

  Msexperiment backend configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/msexperiment-backend-configuration · Skill

  15★ repo

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

• 6249

  Mz retention time tolerance parameter configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mz-retention-time-tolerance-parameter-configuration · Skill

  15★ repo

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

• 6250

  Mzmine batch processing configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzmine-batch-processing-configuration · Skill

  15★ repo

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

• 6251

  Neural network architecture design spectra

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-architecture-design-spectra · Skill

  15★ repo

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

• 6252

  Neural network architecture design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-architecture-design · Skill

  15★ repo

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

• 6253

  Neural network architecture training

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-architecture-training · Skill

  15★ repo

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

• 6254

  Neural network regularization configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-regularization-configuration · Skill

  15★ repo

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

• 6255

  Nextflow pipeline configuration hpc

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/nextflow-pipeline-configuration-hpc · Skill

  15★ repo

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

• 6256

  Notification configuration management

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/notification-configuration-management · Skill

  15★ repo

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

• 6257

  Peak picking parameter configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-picking-parameter-configuration · Skill

  15★ repo

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

• 6258

  Siamese architecture module integration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/siamese-architecture-module-integration · Skill

  15★ repo

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

• 6259

  Siamese architecture scoring

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/siamese-architecture-scoring · Skill

  15★ repo

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

• 6260

  Siamese network architecture modification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/siamese-network-architecture-modification · Skill

  15★ repo

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

• 6261

  Signal apodization configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/signal-apodization-configuration · Skill

  15★ repo

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

• 6262

  Simulation control loop architecture

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/simulation-control-loop-architecture · Skill

  15★ repo

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

• 6263

  Singularity container backend setup

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/singularity-container-backend-setup · Skill

  15★ repo

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

• 6264

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/software-architecture-documentation-review · Skill

  15★ repo

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

• 6265

  System environment configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/system-environment-configuration · Skill

  15★ repo

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

• 6266

  Targeted peak integration configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/targeted-peak-integration-configuration · Skill

  15★ repo

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

• 6267

  Transformer architecture implementation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/transformer-architecture-implementation · Skill

  15★ repo

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

• 6268

  Transformer encoder architecture design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/transformer-encoder-architecture-design · Skill

  15★ repo

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

• 6269

  Transformer encoder architecture training

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/transformer-encoder-architecture-training · Skill

  15★ repo

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

• 6270

  Vimms controller configuration and execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/vimms-controller-configuration-and-execution · Skill

  15★ repo

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

• 6271

  Virtual mass spectrometer configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/virtual-mass-spectrometer-configuration · Skill

  15★ repo

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

• 6272

  Workflow architecture documentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-architecture-documentation · Skill

  15★ repo

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

• 6273

  Workflow configuration and parameterization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-configuration-and-parameterization · Skill

  15★ repo

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

• 6274

  Workflow routing configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-routing-configuration · Skill

  15★ repo

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

• 6275

  Yaml configuration handling

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/yaml-configuration-handling · Skill

  15★ repo

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

• 6276

  Cnn architecture design for spectral data

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cnn-architecture-design-for-spectral-data · Skill

  15★ repo

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

• 6277

  Configuration file generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/configuration-file-generation · Skill

  15★ repo

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

• 6278

  Configuration file interpretation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/configuration-file-interpretation · Skill

  15★ repo

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

• 6279

  Configuration object pattern

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/configuration-object-pattern · Skill

  15★ repo

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

• 6280

  Configuration schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/configuration-schema-validation · Skill

  15★ repo

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

• 6281

  Container port mapping configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/container-port-mapping-configuration · Skill

  15★ repo

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

• 6282

  Csv delimiter parsing and configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/csv-delimiter-parsing-and-configuration · Skill

  15★ repo

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

• 6283

  Docker volume mount configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/docker-volume-mount-configuration · Skill

  15★ repo

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

• 6284

  Dockerfile multi stage build architecture

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/dockerfile-multi-stage-build-architecture · Skill

  15★ repo

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

• 6285

  Galaxy installation configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/galaxy-installation-configuration · Skill

  15★ repo

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

• 6286

  Histogram bin width configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/histogram-bin-width-configuration · Skill

  15★ repo

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

• 6287

  Module refactoring and legacy code removal

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/module-refactoring-and-legacy-code-removal · Skill

  15★ repo

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

• 6288

  Msconvert workflow configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/msconvert-workflow-configuration · Skill

  15★ repo

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

• 6289

  Multistage neural architecture training

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/multistage-neural-architecture-training · Skill

  15★ repo

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

• 6290

  Neural network module architecture design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/neural-network-module-architecture-design · Skill

  15★ repo

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

• 6291

  Orchestrator architecture design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/orchestrator-architecture-design · Skill

  15★ repo

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

• 6292

  Parameter configuration conditional logic

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/parameter-configuration-conditional-logic · Skill

  15★ repo

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

• 6293

  Pull request change tracking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/pull-request-change-tracking · Skill

  15★ repo

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

• 6294

  Python package migration and refactoring

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/python-package-migration-and-refactoring · Skill

  15★ repo

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

• 6295

  Quantitative mode metabolomics configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/quantitative-mode-metabolomics-configuration · Skill

  15★ repo

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

• 6296

  R parallel backend configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/r-parallel-backend-configuration · Skill

  15★ repo

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

• 6297

  Repository environment setup

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/repository-environment-setup · Skill

  15★ repo

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

• 6298

  Repository source code setup

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/repository-source-code-setup · Skill

  15★ repo

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

• 6299

  Search mode configuration optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/search-mode-configuration-optimization · Skill

  15★ repo

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

• 6300

  Software dependency management and environment setup

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/software-dependency-management-and-environment-setup · Skill

  15★ repo

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