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Design & frontend

16,217 rows, by stacks then stars

1,817 of these skill files have been read, by 1,169 distinct authors, and what they tell an agent counted. What Design & frontend authors agree on, and what they forbid

  • Dataframe plotting interface design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/dataframe-plotting-interface-design Skill

    14★ repo

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

  • Domain specific language grammar design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/domain-specific-language-grammar-design Skill

    14★ repo

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

  • Graph neural network design for chemistry

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/graph-neural-network-design-for-chemistry Skill

    14★ repo

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

  • Interactive application accessibility testing

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/interactive-application-accessibility-testing Skill

    14★ repo

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

  • Ion image augmentation design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ion-image-augmentation-design Skill

    14★ repo

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

  • Json serialization and data structure design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-serialization-and-data-structure-design Skill

    14★ repo

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

  • Mass spectrometry benchmark design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-benchmark-design Skill

    14★ repo

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

  • Multi head attention mechanism design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multi-head-attention-mechanism-design Skill

    14★ repo

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

  • Neural network architecture design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/neural-network-architecture-design Skill

    14★ repo

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

  • Neural network projection module design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/neural-network-projection-module-design Skill

    14★ repo

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

  • Orchestrator architecture design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/orchestrator-architecture-design Skill

    14★ repo

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

  • Parameter sharing mechanism design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/parameter-sharing-mechanism-design Skill

    14★ repo

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

  • Python class design with dunder methods

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-class-design-with-dunder-methods Skill

    14★ repo

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

  • Random access seekable file interface design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/random-access-seekable-file-interface-design Skill

    14★ repo

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

  • Unit test design for cheminformatics

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/unit-test-design-for-cheminformatics Skill

    14★ repo

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

  • Unit test design for data processing

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/unit-test-design-for-data-processing Skill

    14★ repo

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

  • Url validation and accessibility verification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/url-validation-and-accessibility-verification Skill

    14★ repo

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

  • Volume mount and persistence design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/volume-mount-and-persistence-design Skill

    14★ repo

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

  • Abstract syntax tree design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/abstract-syntax-tree-design Skill

    14★ repo

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

  • Api adapter layer design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-adapter-layer-design Skill

    14★ repo

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

  • Autoencoder encoder decoder design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/autoencoder-encoder-decoder-design Skill

    14★ repo

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

  • Batch design specification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/batch-design-specification Skill

    14★ repo

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

  • Bi encoder cross encoder architecture design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/bi-encoder-cross-encoder-architecture-design Skill

    14★ repo

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

  • 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

  • Bipartite graph layout optimization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/bipartite-graph-layout-optimization Skill

    14★ repo

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

  • Block layout analysis for io optimization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/block-layout-analysis-for-io-optimization Skill

    14★ repo

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

  • Ccs prediction model design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ccs-prediction-model-design Skill

    14★ repo

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

  • Circular dependency avoidance in method design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/circular-dependency-avoidance-in-method-design Skill

    14★ repo

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

  • 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

  • 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

  • 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

  • Color palette application greens

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/color-palette-application-greens Skill

    14★ repo

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

  • Contrastive learning encoder design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/contrastive-learning-encoder-design Skill

    14★ repo

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

  • Convolutional neural network layer design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/convolutional-neural-network-layer-design Skill

    14★ repo

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

  • Cross language interface design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-language-interface-design Skill

    14★ repo

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

  • Custom file handler class design for indexed access

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/custom-file-handler-class-design-for-indexed-access Skill

    14★ repo

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

  • Data ingestion pipeline design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/data-ingestion-pipeline-design Skill

    14★ repo

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

  • Data pipeline module design and integration

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/data-pipeline-module-design-and-integration Skill

    14★ repo

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

  • Data structure design for spectral searches

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/data-structure-design-for-spectral-searches Skill

    14★ repo

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

  • Dataframe plotting interface design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dataframe-plotting-interface-design Skill

    14★ repo

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

  • 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

  • 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

  • Domain specific language grammar design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/domain-specific-language-grammar-design Skill

    14★ repo

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

  • Factorial design anova

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/factorial-design-anova Skill

    14★ repo

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

  • 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

  • Few shot learning calibration design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/few-shot-learning-calibration-design Skill

    14★ repo

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

  • Ggplot2 theme customization for publication

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ggplot2-theme-customization-for-publication Skill

    14★ repo

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

  • 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

  • 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

  • Graph neural network design for chemistry

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/graph-neural-network-design-for-chemistry Skill

    14★ repo

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

  • Graph neural network encoder design

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

    14★ repo

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

  • Heatmap visualization design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/heatmap-visualization-design Skill

    14★ repo

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

  • Heterogeneous graph embedding design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/heterogeneous-graph-embedding-design Skill

    14★ repo

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

  • Hierarchical library data structure design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hierarchical-library-data-structure-design Skill

    14★ repo

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

  • Http api endpoint design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/http-api-endpoint-design Skill

    14★ repo

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

  • Infrared spectral prediction task design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/infrared-spectral-prediction-task-design Skill

    14★ repo

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

  • Interactive application accessibility testing

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/interactive-application-accessibility-testing Skill

    14★ repo

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

  • Interactive data exploration design

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/interactive-data-exploration-design Skill

    14★ repo

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

  • Interactive filter control design web

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/interactive-filter-control-design-web Skill

    14★ repo

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

  • Interactive plot axis selection ui

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/interactive-plot-axis-selection-ui Skill

    14★ repo

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