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

• 6061

  Converter architecture traversal

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

  15★ repo

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

• 6062

  Cross platform build environment setup

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

  15★ repo

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

• 6063

  Cross platform reproducibility configuration

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

  15★ repo

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

• 6064

  Csv delimiter parsing and configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6065

  Dataset storage interface architecture

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

  15★ repo

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

• 6066

  Deep learning architecture design for sequence data

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

  15★ repo

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

• 6067

  Deep learning architecture implementation

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

  15★ repo

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

• 6068

  Deep learning model architecture design

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

  15★ repo

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

• 6069

  Deep learning model architecture validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6070

  Dependency installation and configuration

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

  15★ repo

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

• 6071

  Derivatizing matrix configuration

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

  15★ repo

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

• 6072

  Development environment setup

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

  15★ repo

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

• 6073

  Docker container environment variable configuration

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

  15★ repo

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

• 6074

  Docker environment configuration

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

  15★ repo

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

• 6075

  Docker volume mount configuration

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

  15★ repo

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

• 6076

  Dockerfile multi stage build architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6077

  Documentation mining for project architecture

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

  15★ repo

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

• 6078

  Dotnet project build configuration

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

  15★ repo

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

• 6079

  Environment variable configuration for distributed jobs

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

  15★ repo

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

• 6080

  Feedforward network configuration

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

  15★ repo

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

• 6081

  Feedforward neural network architecture design

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

  15★ repo

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

• 6082

  Fixed architecture layer validation

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

  15★ repo

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

• 6083

  Formula sampler configuration

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

  15★ repo

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

• 6084

  Formula transformer architecture application

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

  15★ repo

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

• 6085

  Fragment assembly transformer architecture

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

  15★ repo

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

• 6086

  Galaxy installation configuration

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

  15★ repo

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

• 6087

  Github actions workflow configuration

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

  15★ repo

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

• 6088

  Gnn architecture design for molecular graphs

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

  15★ repo

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

• 6089

  Gpu acceleration cuda configuration

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

  15★ repo

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

• 6090

  Gpu environment configuration

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

  15★ repo

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

• 6091

  Graph neural network architecture assembly

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

  15★ repo

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

• 6092

  Graph neural network architecture design

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

  15★ repo

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

• 6093

  Graph neural network architecture implementation

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

  15★ repo

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

• 6094

  Histogram bin width configuration

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

  15★ repo

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

• 6095

  Hyperparameter sweep configuration

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

  15★ repo

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

• 6096

  Inference model cpu thread configuration

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

  15★ repo

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

• 6097

  Jndi binding setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/jndi-binding-setup · Skill

  15★ repo

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

• 6098

  Jpa module execution and configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/jpa-module-execution-and-configuration · Skill

  15★ repo

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

• 6099

  Json configuration parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/json-configuration-parsing · Skill

  15★ repo

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

• 6100

  Lc ms data pipeline architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/lc-ms-data-pipeline-architecture · Skill

  15★ repo

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

• 6101

  Mass spectrometer simulator configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometer-simulator-configuration · Skill

  15★ repo

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

• 6102

  Memo ms api usage and parameter configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6103

  Message passing neural network architecture design

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

  15★ repo

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

• 6104

  Metabolite annotation network architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-annotation-network-architecture · Skill

  15★ repo

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

• 6105

  Metabolomics peak detection configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomics-peak-detection-configuration · Skill

  15★ repo

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

• 6106

  Modular fragmentor interface configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/modular-fragmentor-interface-configuration · Skill

  15★ repo

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

• 6107

  Modulation parameter configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/modulation-parameter-configuration · Skill

  15★ repo

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

• 6108

  Module dispatch architecture analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/module-dispatch-architecture-analysis · Skill

  15★ repo

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

• 6109

  Module refactoring and legacy code removal

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6110

  Molecular networking parameter configuration

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

  15★ repo

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

• 6111

  Msconvert parameter configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msconvert-parameter-configuration · Skill

  15★ repo

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

• 6112

  Msconvert tool configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msconvert-tool-configuration · Skill

  15★ repo

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

• 6113

  Msconvert workflow configuration

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

  15★ repo

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

• 6114

  Msexperiment backend configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msexperiment-backend-configuration · Skill

  15★ repo

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

• 6115

  Msi preprocessing parameter configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msi-preprocessing-parameter-configuration · Skill

  15★ repo

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

• 6116

  Multistage neural architecture training

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multistage-neural-architecture-training · Skill

  15★ repo

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

• 6117

  Mz retention time tolerance parameter configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6118

  Mzmine batch processing configuration

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

  15★ repo

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

• 6119

  Neural network architecture design spectra

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 6120

  Neural network architecture design

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

  15★ repo

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