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

• 4621

  Pathway database integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pathway-database-integration · Skill

  14★ repo

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

• 4622

  Pathway database querying

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

  14★ repo

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

• 4623

  Peak data extraction and formatting

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

  14★ repo

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

• 4624

  Plant species authentication via mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/plant-species-authentication-via-mass-spectrometry · Skill

  14★ repo

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

• 4625

  Polymorphic class dispatch in python

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/polymorphic-class-dispatch-in-python · Skill

  14★ repo

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

• 4626

  Postgresql record insertion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/postgresql-record-insertion · Skill

  14★ repo

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

• 4627

  Pubchem api integration

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

  14★ repo

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

• 4628

  Pubchem compound database retrieval

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pubchem-compound-database-retrieval · Skill

  14★ repo

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

• 4629

  Public database query integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/public-database-query-integration · Skill

  14★ repo

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

• 4630

  Python class implementation with dunder methods

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-class-implementation-with-dunder-methods · Skill

  14★ repo

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

• 4631

  Python sqlite migration and etl

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/python-sqlite-migration-and-etl · Skill

  14★ repo

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

• 4632

  Qc summary data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/qc-summary-data-extraction · Skill

  14★ repo

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

• 4633

  R parallel backend configuration

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

  14★ repo

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

• 4634

  Raw file data extraction via api

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/raw-file-data-extraction-via-api · Skill

  14★ repo

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

• 4635

  Raw mass spectrometry data ingestion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/raw-mass-spectrometry-data-ingestion · Skill

  14★ repo

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

• 4636

  Redis queue job submission

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/redis-queue-job-submission · Skill

  14★ repo

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

• 4637

  Reference database maintenance

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reference-database-maintenance · Skill

  14★ repo

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

• 4638

  Reference database screening

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reference-database-screening · Skill

  14★ repo

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

• 4639

  Reference database tolerance mapping

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/reference-database-tolerance-mapping · Skill

  14★ repo

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

• 4640

  Repository backend dispatch

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/repository-backend-dispatch · Skill

  14★ repo

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

• 4641

  Rest api client integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rest-api-client-integration · Skill

  14★ repo

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

• 4642

  Rest api contract documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rest-api-contract-documentation · Skill

  14★ repo

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

• 4643

  Rest api endpoint construction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rest-api-endpoint-construction · Skill

  14★ repo

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

• 4644

  Rest api endpoint querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rest-api-endpoint-querying · Skill

  14★ repo

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

• 4645

  Rest api endpoint routing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rest-api-endpoint-routing · Skill

  14★ repo

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

• 4646

  Rest api query and response parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rest-api-query-and-response-parsing · Skill

  14★ repo

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

• 4647

  Restful api endpoint invocation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/restful-api-endpoint-invocation · Skill

  14★ repo

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

• 4648

  Retention index extraction from nist database

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-index-extraction-from-nist-database · Skill

  14★ repo

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

• 4649

  Retention time intensity data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-intensity-data-extraction · Skill

  14★ repo

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

• 4650

  Ripp peptide sequence database construction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ripp-peptide-sequence-database-construction · Skill

  14★ repo

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

• 4651

  Rippp structure database matching

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

  14★ repo

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

• 4652

  S4 class extension for backend implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/s4-class-extension-for-backend-implementation · Skill

  14★ repo

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

• 4653

  Singularity container backend setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/singularity-container-backend-setup · Skill

  14★ repo

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

• 4654

  Slack api integration

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

  14★ repo

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

• 4655

  Species authentication classification evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/species-authentication-classification-evaluation · Skill

  14★ repo

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

• 4656

  Spectra data extraction and subsetting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectra-data-extraction-and-subsetting · Skill

  14★ repo

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

• 4657

  Spectral database compilation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-database-compilation · Skill

  14★ repo

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

• 4658

  Spectral database integration and sampling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-database-integration-and-sampling · Skill

  14★ repo

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

• 4659

  Spectral database matching

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

  14★ repo

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

• 4660

  Spectral database output normalization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-database-output-normalization · Skill

  14★ repo

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

• 4661

  Spectral database query execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-database-query-execution · Skill

  14★ repo

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

• 4662

  Spectral database schema validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-database-schema-validation · Skill

  14★ repo

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

• 4663

  Spectral database search and scoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-database-search-and-scoring · Skill

  14★ repo

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

• 4664

  Spectral library data modeling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-library-data-modeling · Skill

  14★ repo

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

• 4665

  Spectral library database querying

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

  14★ repo

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

• 4666

  Spectral peak data extraction

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

  14★ repo

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

• 4667

  Sql query optimization for similarity search

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

  14★ repo

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

• 4668

  Sqlite database design and schema creation

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

  14★ repo

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

• 4669

  Sqlite query execution and cursor management

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

  14★ repo

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

• 4670

  Structure database candidate retrieval

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

  14★ repo

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

• 4671

  Suspect database matching

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

  14★ repo

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

• 4672

  Targeted dia data extraction from raw spectra

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

  14★ repo

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

• 4673

  Taxonomy database querying

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

  14★ repo

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

• 4674

  Tensorflow serving endpoint integration

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

  14★ repo

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

• 4675

  Tensorflow serving endpoint querying

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

  14★ repo

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

• 4676

  Test driven database development

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

  14★ repo

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

• 4677

  Thermo raw binary data extraction

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

  14★ repo

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

• 4678

  Transformation product data extraction

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

  14★ repo

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

• 4679

  Tsv file generation

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

  14★ repo

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

• 4680

  Web application endpoint mapping

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

  14★ repo

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