1,109 of these skill files have been read, by 811 distinct authors, and what they tell an agent counted. What Architecture & codebase authors agree on, and what they forbid

• 6061

  Bioconductor backend architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/bioconductor-backend-architecture-design · Skill

  14★ repo

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

• 6062

  Browser security policy configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/browser-security-policy-configuration · Skill

  14★ repo

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

• 6063

  Build system configuration identification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/build-system-configuration-identification · Skill

  14★ repo

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

• 6064

  Build system configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/build-system-configuration · Skill

  14★ repo

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

• 6065

  Ci cd pipeline configuration and execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ci-cd-pipeline-configuration-and-execution · Skill

  14★ repo

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

• 6066

  Class hierarchy extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/class-hierarchy-extraction · Skill

  14★ repo

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

• 6067

  Cmake build configuration for extensions

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cmake-build-configuration-for-extensions · Skill

  14★ repo

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

• 6068

  Cnn architecture design for chromatography

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cnn-architecture-design-for-chromatography · Skill

  14★ repo

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

• 6069

  Cnn architecture design for spectral data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cnn-architecture-design-for-spectral-data · Skill

  14★ repo

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

• 6070

  Cnn transformer hybrid architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cnn-transformer-hybrid-architecture-design · Skill

  14★ repo

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

• 6071

  Command line interface configuration and automation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/command-line-interface-configuration-and-automation · Skill

  14★ repo

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

• 6072

  Command line tool installation and configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/command-line-tool-installation-and-configuration · Skill

  14★ repo

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

• 6073

  Command line tool invocation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/command-line-tool-invocation · Skill

  14★ repo

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

• 6074

  Computational environment configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/computational-environment-configuration · Skill

  14★ repo

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

• 6075

  Conda environment setup and activation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/conda-environment-setup-and-activation · Skill

  14★ repo

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

• 6076

  Configuration driven batch processing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-driven-batch-processing · Skill

  14★ repo

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

• 6077

  Configuration file generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-file-generation · Skill

  14★ repo

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

• 6078

  Configuration file interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-file-interpretation · Skill

  14★ repo

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

• 6079

  Configuration file modification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-file-modification · Skill

  14★ repo

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

• 6080

  Configuration file validation dynaconf

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-file-validation-dynaconf · Skill

  14★ repo

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

• 6081

  Configuration object pattern

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-object-pattern · Skill

  14★ repo

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

• 6082

  Configuration schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/configuration-schema-validation · Skill

  14★ repo

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

• 6083

  Container networking configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/container-networking-configuration · Skill

  14★ repo

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

• 6084

  Container port mapping configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/container-port-mapping-configuration · Skill

  14★ repo

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

• 6085

  Converter architecture traversal

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/converter-architecture-traversal · Skill

  14★ repo

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

• 6086

  Cross platform build environment setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-platform-build-environment-setup · Skill

  14★ repo

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

• 6087

  Cross platform reproducibility configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-platform-reproducibility-configuration · Skill

  14★ repo

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

• 6088

  Csv delimiter parsing and configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/csv-delimiter-parsing-and-configuration · Skill

  14★ repo

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

• 6089

  Dataset storage interface architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dataset-storage-interface-architecture · Skill

  14★ repo

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

• 6090

  Deep learning architecture design for sequence data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-architecture-design-for-sequence-data · Skill

  14★ repo

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

• 6091

  Deep learning architecture implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-architecture-implementation · Skill

  14★ repo

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

• 6092

  Deep learning model architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-model-architecture-design · Skill

  14★ repo

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

• 6093

  Deep learning model architecture validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deep-learning-model-architecture-validation · Skill

  14★ repo

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

• 6094

  Dependency installation and configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dependency-installation-and-configuration · Skill

  14★ repo

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

• 6095

  Derivatizing matrix configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/derivatizing-matrix-configuration · Skill

  14★ repo

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

• 6096

  Development environment setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/development-environment-setup · Skill

  14★ repo

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

• 6097

  Docker container environment variable configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/docker-container-environment-variable-configuration · Skill

  14★ repo

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

• 6098

  Docker environment configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/docker-environment-configuration · Skill

  14★ repo

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

• 6099

  Docker volume mount configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/docker-volume-mount-configuration · Skill

  14★ repo

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

• 6100

  Dockerfile multi stage build architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dockerfile-multi-stage-build-architecture · Skill

  14★ repo

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

• 6101

  Documentation mining for project architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/documentation-mining-for-project-architecture · Skill

  14★ repo

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

• 6102

  Dotnet project build configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dotnet-project-build-configuration · Skill

  14★ repo

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

• 6103

  Environment variable configuration for distributed jobs

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/environment-variable-configuration-for-distributed-jobs · Skill

  14★ repo

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

• 6104

  Feedforward network configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feedforward-network-configuration · Skill

  14★ repo

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

• 6105

  Feedforward neural network architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feedforward-neural-network-architecture-design · Skill

  14★ repo

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

• 6106

  Fixed architecture layer validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/fixed-architecture-layer-validation · Skill

  14★ repo

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

• 6107

  Formula sampler configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/formula-sampler-configuration · Skill

  14★ repo

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

• 6108

  Formula transformer architecture application

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/formula-transformer-architecture-application · Skill

  14★ repo

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

• 6109

  Fragment assembly transformer architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/fragment-assembly-transformer-architecture · Skill

  14★ repo

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

• 6110

  Galaxy installation configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/galaxy-installation-configuration · Skill

  14★ repo

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

• 6111

  Github actions workflow configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/github-actions-workflow-configuration · Skill

  14★ repo

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

• 6112

  Gnn architecture design for molecular graphs

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gnn-architecture-design-for-molecular-graphs · Skill

  14★ repo

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

• 6113

  Gpu acceleration cuda configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gpu-acceleration-cuda-configuration · Skill

  14★ repo

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

• 6114

  Gpu environment configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gpu-environment-configuration · Skill

  14★ repo

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

• 6115

  Graph neural network architecture assembly

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/graph-neural-network-architecture-assembly · Skill

  14★ repo

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

• 6116

  Graph neural network architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/graph-neural-network-architecture-design · Skill

  14★ repo

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

• 6117

  Graph neural network architecture implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/graph-neural-network-architecture-implementation · Skill

  14★ repo

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

• 6118

  Histogram bin width configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/histogram-bin-width-configuration · Skill

  14★ repo

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

• 6119

  Hyperparameter sweep configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hyperparameter-sweep-configuration · Skill

  14★ repo

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

• 6120

  Inference model cpu thread configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/inference-model-cpu-thread-configuration · Skill

  14★ repo

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