233 of these skill files have been read, by 258 distinct authors, and what they tell an agent counted. What Data & backend authors agree on, and what they forbid

• 4741

  Spectral peak data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-peak-data-extraction · Skill

  15★ repo

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

• 4742

  Sql query optimization for similarity search

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/sql-query-optimization-for-similarity-search · Skill

  15★ repo

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

• 4743

  Sqlite database design and schema creation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/sqlite-database-design-and-schema-creation · Skill

  15★ repo

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

• 4744

  Sqlite query execution and cursor management

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/sqlite-query-execution-and-cursor-management · Skill

  15★ repo

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

• 4745

  Structure database candidate retrieval

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structure-database-candidate-retrieval · Skill

  15★ repo

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

• 4746

  Suspect database matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/suspect-database-matching · Skill

  15★ repo

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

• 4747

  Targeted dia data extraction from raw spectra

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/targeted-dia-data-extraction-from-raw-spectra · Skill

  15★ repo

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

• 4748

  Taxonomy database querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/taxonomy-database-querying · Skill

  15★ repo

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

• 4749

  Tensorflow serving endpoint integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensorflow-serving-endpoint-integration · Skill

  15★ repo

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

• 4750

  Tensorflow serving endpoint querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensorflow-serving-endpoint-querying · Skill

  15★ repo

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

• 4751

  Test driven database development

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-driven-database-development · Skill

  15★ repo

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

• 4752

  Thermo raw binary data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/thermo-raw-binary-data-extraction · Skill

  15★ repo

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

• 4753

  Transformation product data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/transformation-product-data-extraction · Skill

  15★ repo

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

• 4754

  Tsv file generation

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

  15★ repo

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

• 4755

  Web application endpoint mapping

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-application-endpoint-mapping · Skill

  15★ repo

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

• 4756

  Web service api integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-service-api-integration · Skill

  15★ repo

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

• 4757

  Xml element parsing and object serialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/xml-element-parsing-and-object-serialization · Skill

  15★ repo

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

• 4758

  Genomic database identifier mapping

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/genomic-database-identifier-mapping · Skill

  15★ repo

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

• 4759

  Accurate mass database search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/accurate-mass-database-search · Skill

  15★ repo

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

• 4760

  Spectral database matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/spectral-database-matching · Skill

  15★ repo

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

• 4761

  Accurate mass database search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/accurate-mass-database-search · Skill

  15★ repo

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

• 4762

  Mass spectrum database matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/mass-spectrum-database-matching · Skill

  15★ repo

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

• 4763

  Plant species authentication via mass spectrometry

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/plant-species-authentication-via-mass-spectrometry · Skill

  15★ repo

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

• 4764

  Species authentication classification evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/species-authentication-classification-evaluation · Skill

  15★ repo

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

• 4765

  Spectral database search and scoring

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/spectral-database-search-and-scoring · Skill

  15★ repo

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

• 4766

  Accurate mass database search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/accurate-mass-database-search · Skill

  15★ repo

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

• 4767

  Chemical name normalization and publish database integration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/chemical-name-normalization-and-publish-database-integration · Skill

  15★ repo

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

• 4768

  Cheminformatics database querying

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/cheminformatics-database-querying · Skill

  15★ repo

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

• 4769

  Drug database record extraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/drug-database-record-extraction · Skill

  15★ repo

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

• 4770

  Fragmentation database construction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/fragmentation-database-construction · Skill

  15★ repo

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

• 4771

  Library spectrum database searching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/library-spectrum-database-searching · Skill

  15★ repo

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

• 4772

  Retention index extraction from nist database

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/retention-index-extraction-from-nist-database · Skill

  15★ repo

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

• 4773

  Spectral database integration and sampling

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectral-database-integration-and-sampling · Skill

  15★ repo

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

• 4774

  Accurate mass database search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/accurate-mass-database-search · Skill

  15★ repo

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

• 4775

  Binary spectral data extraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/binary-spectral-data-extraction · Skill

  15★ repo

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

• 4776

  Ccs reference data extraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ccs-reference-data-extraction · Skill

  15★ repo

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

• 4777

  Format agnostic data ingestion

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/format-agnostic-data-ingestion · Skill

  15★ repo

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

• 4778

  Large scale database construction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/large-scale-database-construction · Skill

  15★ repo

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

• 4779

  Lipid database query and annotation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/lipid-database-query-and-annotation · Skill

  15★ repo

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

• 4780

  Matplotlib bokeh plotly backend switching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/matplotlib-bokeh-plotly-backend-switching · Skill

  15★ repo

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

• 4781

  Metabolite taxonomy database lookup

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/metabolite-taxonomy-database-lookup · Skill

  15★ repo

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

• 4782

  Molecular database loading and parsing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/molecular-database-loading-and-parsing · Skill

  15★ repo

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

• 4783

  Multi backend visualization abstraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/multi-backend-visualization-abstraction · Skill

  15★ repo

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

• 4784

  Spectral database matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/spectral-database-matching · Skill

  15★ repo

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

• 4785

  Targeted dia data extraction from raw spectra

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/targeted-dia-data-extraction-from-raw-spectra · Skill

  15★ repo

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

• 4786

  Accurate mass database search

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/accurate-mass-database-search · Skill

  15★ repo

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

• 4787

  Aif spectrum fragment database matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/aif-spectrum-fragment-database-matching · Skill

  15★ repo

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

• 4788

  Backend merging and concatenation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/backend-merging-and-concatenation · Skill

  15★ repo

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

• 4789

  Bioconductor backend architecture design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/bioconductor-backend-architecture-design · Skill

  15★ repo

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

• 4790

  Chemical database query and matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-database-query-and-matching · Skill

  15★ repo

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

• 4791

  Compound database lookup and curation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/compound-database-lookup-and-curation · Skill

  15★ repo

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

• 4792

  Compound database matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/compound-database-matching · Skill

  15★ repo

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

• 4793

  Cross database structural homology matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-database-structural-homology-matching · Skill

  15★ repo

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

• 4794

  Custom database searching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/custom-database-searching · Skill

  15★ repo

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

• 4795

  Database schema design for spectral data

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/database-schema-design-for-spectral-data · Skill

  15★ repo

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

• 4796

  Database similarity scoring

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/database-similarity-scoring · Skill

  15★ repo

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

• 4797

  Eic data extraction from xcms

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/eic-data-extraction-from-xcms · Skill

  15★ repo

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

• 4798

  Exact mass database matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/exact-mass-database-matching · Skill

  15★ repo

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

• 4799

  Formula database chemical noise sampling

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/formula-database-chemical-noise-sampling · Skill

  15★ repo

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

• 4800

  Formula database querying

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/formula-database-querying · Skill

  15★ repo

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