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

• 4561

  Spectra data extraction and subsetting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 4562

  Spectral library database querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-library-database-querying · Skill

  15★ repo

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

• 4563

  Sqlite query execution and cursor management

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 4564

  Tensorflow serving endpoint querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/tensorflow-serving-endpoint-querying · Skill

  15★ repo

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

• 4565

  Web application endpoint mapping

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/web-application-endpoint-mapping · Skill

  15★ repo

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

• 4566

  Web service api integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/web-service-api-integration · Skill

  15★ repo

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

• 4567

  Xml element parsing and object serialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/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

• 4568

  Accurate mass database search

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/accurate-mass-database-search · Skill

  15★ repo

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

• 4569

  Aif spectrum fragment database matching

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

• 4570

  Api endpoint communication

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

  15★ repo

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

• 4571

  Api error handling and rate limiting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-error-handling-and-rate-limiting · Skill

  15★ repo

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

• 4572

  Api query routing conditional per database

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-query-routing-conditional-per-database · Skill

  15★ repo

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

• 4573

  Backend compatibility verification visualization library

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/backend-compatibility-verification-visualization-library · Skill

  15★ repo

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

• 4574

  Backend merging and concatenation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/backend-merging-and-concatenation · Skill

  15★ repo

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

• 4575

  Backend performance benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/backend-performance-benchmarking · Skill

  15★ repo

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

• 4576

  Backend performance comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/backend-performance-comparison · Skill

  15★ repo

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

• 4577

  Backend performance tradeoff analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/backend-performance-tradeoff-analysis · Skill

  15★ repo

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

• 4578

  Backend routing and dispatch

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

  15★ repo

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

• 4579

  Badge endpoint retrieval

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/badge-endpoint-retrieval · Skill

  15★ repo

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

• 4580

  Batch corrected data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/batch-corrected-data-extraction · Skill

  15★ repo

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

• 4581

  Binary spectral data extraction

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

  15★ repo

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

• 4582

  Bioconductor backend architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/bioconductor-backend-architecture-design · Skill

  15★ repo

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

• 4583

  Biotransformation rule extraction from database

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/biotransformation-rule-extraction-from-database · Skill

  15★ repo

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

• 4584

  Ccs reference data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ccs-reference-data-extraction · Skill

  15★ repo

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

• 4585

  Chemical database query and matching

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

• 4586

  Chemical database querying and retrieval

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-database-querying-and-retrieval · Skill

  15★ repo

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

• 4587

  Chemical name normalization and publish database integration

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

• 4588

  Cheminformatics database querying

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

  15★ repo

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

• 4589

  Classyfire batch database querying

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

  15★ repo

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

• 4590

  Compound database lookup and curation

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

• 4591

  Compound database matching

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

  15★ repo

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

• 4592

  Cross database entity reconciliation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-database-entity-reconciliation · Skill

  15★ repo

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

• 4593

  Cross database nomenclature alignment

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-database-nomenclature-alignment · Skill

  15★ repo

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

• 4594

  Cross database structural homology matching

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

• 4595

  Custom code execution in data pipeline

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/custom-code-execution-in-data-pipeline · Skill

  15★ repo

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

• 4596

  Custom database searching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/custom-database-searching · Skill

  15★ repo

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

• 4597

  Cyp450 metabolite prediction api integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cyp450-metabolite-prediction-api-integration · Skill

  15★ repo

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

• 4598

  Data ingestion pipeline design

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

  15★ repo

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

• 4599

  Data lineage preservation in etl pipelines

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/data-lineage-preservation-in-etl-pipelines · Skill

  15★ repo

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

• 4600

  Data pipeline module design and integration

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

  15★ repo

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

• 4601

  Database accessor initialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/database-accessor-initialization · Skill

  15★ repo

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

• 4602

  Database integration and linkage

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

  15★ repo

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

• 4603

  Database metadata enumeration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/database-metadata-enumeration · Skill

  15★ repo

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

• 4604

  Database record conditional update

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/database-record-conditional-update · Skill

  15★ repo

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

• 4605

  Database record retrieval

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

  15★ repo

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

• 4606

  Database repository retrieval

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

  15★ repo

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

• 4607

  Database schema design and implementation

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

  15★ repo

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

• 4608

  Database schema design for sequential media

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/database-schema-design-for-sequential-media · Skill

  15★ repo

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

• 4609

  Database schema design for spectral data

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

• 4610

  Database similarity scoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/database-similarity-scoring · Skill

  15★ repo

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

• 4611

  Dataframe construction from backend sources

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dataframe-construction-from-backend-sources · Skill

  15★ repo

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

• 4612

  Decoy database generation for metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/decoy-database-generation-for-metabolomics · Skill

  15★ repo

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

• 4613

  Django backend development

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/django-backend-development · Skill

  15★ repo

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

• 4614

  Dna adduct compound database loading

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dna-adduct-compound-database-loading · Skill

  15★ repo

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

• 4615

  Domain specific masst api integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/domain-specific-masst-api-integration · Skill

  15★ repo

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

• 4616

  Drug database record extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/drug-database-record-extraction · Skill

  15★ repo

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

• 4617

  Eawag database rule application

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/eawag-database-rule-application · Skill

  15★ repo

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

• 4618

  Eic data extraction from xcms

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

• 4619

  Exact mass database matching

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

  15★ repo

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

• 4620

  File api endpoint implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-api-endpoint-implementation · Skill

  15★ repo

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