Ship & operate
32,706 rows, by stacks then stars
969 of these skill files have been read, by 779 distinct authors, and what they tell an agent counted. What Ship & operate authors agree on, and what they forbid
Workflow orchestration and parallelization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/workflow-orchestration-and-parallelization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/workflow-reconstruction Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow routing configuration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/workflow-routing-configuration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/xcms-workflow-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Batch effect correction workflow
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-effect-correction-workflow Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ci-cd-pipeline-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cli invocation with file path arguments
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cli-invocation-with-file-path-arguments Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Command line interface configuration and automation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/command-line-interface-configuration-and-automation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cross validation workflow execution
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-validation-workflow-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cross workflow format translation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-workflow-format-translation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Deep learning model training with monitoring
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/deep-learning-model-training-with-monitoring Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Deep learning training convergence monitoring
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/deep-learning-training-convergence-monitoring Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/docker-container-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-i-o-automation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gnps-workflow-identification Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Gnps workflow identifier retrieval
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gnps-workflow-identifier-retrieval Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Gnps workflow result processing
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/gnps-workflow-result-processing Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Interactive workflow validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/interactive-workflow-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion image quantification workflow
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-image-quantification-workflow Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ion-target-quality-monitoring Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Jupyter notebook workflow automation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/jupyter-notebook-workflow-automation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/knime-workflow-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lcms-workflow-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Lda convergence monitoring and iteration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lda-convergence-monitoring-and-iteration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/library-integration-workflow Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry workflow orchestration snakemake
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-workflow-orchestration-snakemake Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry workflow orchestration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-workflow-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite identity ground truth validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-identity-ground-truth-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolomics functional prediction workflow validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-functional-prediction-workflow-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomics-tool-deployment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Natural products workflow orchestration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/natural-products-workflow-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Neural network model deployment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-model-deployment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Neural network model inference deployment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/neural-network-model-inference-deployment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/nextflow-workflow-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Nontargeted analysis workflow execution
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/nontargeted-analysis-workflow-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Python workflow execution and orchestration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/python-workflow-execution-and-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/python-workflow-scripting Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
R bioconductor workflow orchestration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/r-bioconductor-workflow-orchestration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/r-workflow-implementation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
R workflow scripting for analytical chemistry
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/r-workflow-scripting-for-analytical-chemistry Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Separation technique workflow alignment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/separation-technique-workflow-alignment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Singularity container deployment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/singularity-container-deployment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral library integration workflow
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-library-integration-workflow Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-workflow-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Standalone web application deployment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/standalone-web-application-deployment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Untargeted metabolomics workflow implementation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/untargeted-metabolomics-workflow-implementation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow architecture documentation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-architecture-documentation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow branching logic design
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-branching-logic-design Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow configuration and parameterization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-configuration-and-parameterization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow output validation and qa
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-output-validation-and-qa Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow pipeline execution validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-pipeline-execution-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-reconstruction Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow reproducibility validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-reproducibility-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Workflow routing configuration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-routing-configuration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Xcms output replacement workflow
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/xcms-output-replacement-workflow Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/xcms-workflow-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Batch script execution and automation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/batch-script-execution-and-automation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ci-cd-workflow-monitoring Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Classification workflow parameter toggling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/classification-workflow-parameter-toggling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Conditional dispatch workflow implementation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/conditional-dispatch-workflow-implementation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder