Data & backend
10,277 rows, by stacks then stars
241 of these skill files have been read, by 229 distinct authors, and what they tell an agent counted. What Data & backend authors agree on, and what they forbid
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-service-api-integration Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Xml element parsing and object serialization
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/xml-element-parsing-and-object-serialization Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Genomic database identifier mapping
HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/genomic-database-identifier-mapping Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/accurate-mass-database-search Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/spectral-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/accurate-mass-database-search Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrum database matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/mass-spectrum-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Plant species authentication via mass spectrometry
HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/plant-species-authentication-via-mass-spectrometry Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Species authentication classification evaluation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/species-authentication-classification-evaluation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral database search and scoring
HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/spectral-database-search-and-scoring Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/accurate-mass-database-search Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Chemical name normalization and publish database integration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/chemical-name-normalization-and-publish-database-integration Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cheminformatics database querying
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/cheminformatics-database-querying Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Drug database record extraction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/drug-database-record-extraction Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Fragmentation database construction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/fragmentation-database-construction Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Library spectrum database searching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/library-spectrum-database-searching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Retention index extraction from nist database
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/retention-index-extraction-from-nist-database Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral database integration and sampling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectral-database-integration-and-sampling Skill
14★ 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/accurate-mass-database-search Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Binary spectral data extraction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/binary-spectral-data-extraction Skill
14★ 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/ccs-reference-data-extraction Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Format agnostic data ingestion
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/format-agnostic-data-ingestion Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Large scale database construction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/large-scale-database-construction Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Lipid database query and annotation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/lipid-database-query-and-annotation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Matplotlib bokeh plotly backend switching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/matplotlib-bokeh-plotly-backend-switching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite taxonomy database lookup
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/metabolite-taxonomy-database-lookup Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Molecular database loading and parsing
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/molecular-database-loading-and-parsing Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Multi backend visualization abstraction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/multi-backend-visualization-abstraction Skill
14★ 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/spectral-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Targeted dia data extraction from raw spectra
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/targeted-dia-data-extraction-from-raw-spectra Skill
14★ 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/accurate-mass-database-search Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Aif spectrum fragment database matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/aif-spectrum-fragment-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Backend merging and concatenation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/backend-merging-and-concatenation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Bioconductor backend architecture design
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/bioconductor-backend-architecture-design Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Chemical database query and matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-database-query-and-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Compound database lookup and curation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/compound-database-lookup-and-curation Skill
14★ 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/compound-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cross database structural homology matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-database-structural-homology-matching Skill
14★ 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/custom-database-searching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Database schema design for spectral data
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/database-schema-design-for-spectral-data Skill
14★ 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/database-similarity-scoring Skill
14★ 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/eic-data-extraction-from-xcms Skill
14★ 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/exact-mass-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Formula database chemical noise sampling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/formula-database-chemical-noise-sampling Skill
14★ 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/formula-database-querying Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Fragment ion database matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/fragment-ion-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Hierarchical database indexing
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/hierarchical-database-indexing Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Hmdb compound database manipulation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/hmdb-compound-database-manipulation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Jms compliant database querying
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/jms-compliant-database-querying Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Keras regularizer api integration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/keras-regularizer-api-integration Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Lc ms data pipeline architecture
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lc-ms-data-pipeline-architecture Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Lda result database persistence
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lda-result-database-persistence Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Library spectrum database format parsing
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/library-spectrum-database-format-parsing Skill
14★ 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/lipid-maps-database-lookup Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
M z database matching with mass tolerance
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/m-z-database-matching-with-mass-tolerance Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry compound annotation database generation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-compound-annotation-database-generation Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry data extraction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-data-extraction Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry database search
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-database-search Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry reference database integration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-reference-database-integration Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrum database matching
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrum-database-matching Skill
14★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder