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

• 4681

  Ms backend api implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ms-backend-api-implementation · Skill

  15★ repo

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

• 4682

  Msexperiment backend configuration

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

  15★ repo

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

• 4683

  Msms spectral database retrieval

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

  15★ repo

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

• 4684

  Multi backend plot generation and benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-backend-plot-generation-and-benchmarking · Skill

  15★ repo

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

• 4685

  Multi backend visualization abstraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-backend-visualization-abstraction · Skill

  15★ repo

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

• 4686

  Multi database structure querying

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

  15★ repo

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

• 4687

  Multi format data ingestion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-format-data-ingestion · Skill

  15★ repo

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

• 4688

  Natural product database preparation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/natural-product-database-preparation · Skill

  15★ repo

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

• 4689

  Natural product database querying norine coconut npatsas

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/natural-product-database-querying-norine-coconut-npatsas · Skill

  15★ repo

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

• 4690

  Natural product database schema parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/natural-product-database-schema-parsing · Skill

  15★ repo

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

• 4691

  Natural product database validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/natural-product-database-validation · Skill

  15★ repo

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

• 4692

  Ncbi database cross referencing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ncbi-database-cross-referencing · Skill

  15★ repo

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

• 4693

  Nmr peak prediction via database lookup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nmr-peak-prediction-via-database-lookup · Skill

  15★ repo

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

• 4694

  Pathway annotation database matching

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

  15★ repo

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

• 4695

  Pathway database filtering by detection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pathway-database-filtering-by-detection · Skill

  15★ repo

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

• 4696

  Pathway database integration

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

  15★ repo

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

• 4697

  Pathway database querying

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

  15★ repo

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

• 4698

  Peak data extraction and formatting

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

  15★ repo

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

• 4699

  Plant species authentication via mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4700

  Polymorphic class dispatch in python

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

  15★ repo

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

• 4701

  Postgresql record insertion

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

  15★ repo

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

• 4702

  Pubchem api integration

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

  15★ repo

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

• 4703

  Pubchem compound database retrieval

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

  15★ repo

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

• 4704

  Public database query integration

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

  15★ repo

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

• 4705

  Python class implementation with dunder methods

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

  15★ repo

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

• 4706

  Python sqlite migration and etl

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

  15★ repo

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

• 4707

  Qc summary data extraction

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

  15★ repo

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

• 4708

  R parallel backend configuration

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

  15★ repo

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

• 4709

  Raw file data extraction via api

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

  15★ repo

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

• 4710

  Raw mass spectrometry data ingestion

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

  15★ repo

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

• 4711

  Redis queue job submission

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

  15★ repo

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

• 4712

  Reference database maintenance

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

  15★ repo

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

• 4713

  Reference database screening

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

  15★ repo

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

• 4714

  Reference database tolerance mapping

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

  15★ repo

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

• 4715

  Repository backend dispatch

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

  15★ repo

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

• 4716

  Rest api client integration

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

  15★ repo

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

• 4717

  Rest api contract documentation

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

  15★ repo

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

• 4718

  Rest api endpoint construction

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

  15★ repo

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

• 4719

  Rest api endpoint querying

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

  15★ repo

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

• 4720

  Rest api endpoint routing

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

  15★ repo

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

• 4721

  Rest api query and response parsing

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

  15★ repo

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

• 4722

  Restful api endpoint invocation

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

  15★ repo

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

• 4723

  Retention index extraction from nist database

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4724

  Retention time intensity data extraction

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

  15★ repo

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

• 4725

  Ripp peptide sequence database construction

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

  15★ repo

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

• 4726

  Rippp structure database matching

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

  15★ repo

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

• 4727

  S4 class extension for backend implementation

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

  15★ repo

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

• 4728

  Singularity container backend setup

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

  15★ repo

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

• 4729

  Slack api integration

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

  15★ repo

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

• 4730

  Species authentication classification evaluation

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

  15★ repo

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

• 4731

  Spectra data extraction and subsetting

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

  15★ repo

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

• 4732

  Spectral database compilation

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

  15★ repo

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

• 4733

  Spectral database integration and sampling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4734

  Spectral database matching

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

  15★ repo

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

• 4735

  Spectral database output normalization

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

  15★ repo

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

• 4736

  Spectral database query execution

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

  15★ repo

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

• 4737

  Spectral database schema validation

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

  15★ repo

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

• 4738

  Spectral database search and scoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4739

  Spectral library data modeling

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

  15★ repo

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

• 4740

  Spectral library database querying

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

  15★ repo

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