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

• 4501

  Backend performance comparison

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

  14★ repo

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

• 4502

  Backend performance tradeoff analysis

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

  14★ repo

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

• 4503

  Backend routing and dispatch

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

  14★ repo

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

• 4504

  Badge endpoint retrieval

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

  14★ repo

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

• 4505

  Batch corrected data extraction

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

  14★ repo

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

• 4506

  Binary spectral data extraction

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

  14★ repo

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

• 4507

  Bioconductor backend architecture design

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

  14★ repo

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

• 4508

  Biotransformation rule extraction from database

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

  14★ repo

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

• 4509

  Ccs reference data extraction

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

  14★ repo

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

• 4510

  Chemical database query and matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-database-query-and-matching · Skill

  14★ repo

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

• 4511

  Chemical database querying and retrieval

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

  14★ repo

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

• 4512

  Chemical name normalization and publish database integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chemical-name-normalization-and-publish-database-integration · Skill

  14★ repo

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

• 4513

  Cheminformatics database querying

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

  14★ repo

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

• 4514

  Classyfire batch database querying

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

  14★ repo

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

• 4515

  Compound database lookup and curation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/compound-database-lookup-and-curation · Skill

  14★ repo

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

• 4516

  Compound database matching

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

  14★ repo

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

• 4517

  Cross database entity reconciliation

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

  14★ repo

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

• 4518

  Cross database nomenclature alignment

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

  14★ repo

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

• 4519

  Cross database structural homology matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-database-structural-homology-matching · Skill

  14★ repo

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

• 4520

  Custom code execution in data pipeline

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

  14★ repo

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

• 4521

  Custom database searching

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

  14★ repo

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

• 4522

  Cyp450 metabolite prediction api integration

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

  14★ repo

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

• 4523

  Data ingestion pipeline design

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

  14★ repo

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

• 4524

  Data lineage preservation in etl pipelines

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

  14★ repo

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

• 4525

  Data pipeline module design and integration

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

  14★ repo

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

• 4526

  Database accessor initialization

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

  14★ repo

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

• 4527

  Database integration and linkage

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

  14★ repo

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

• 4528

  Database metadata enumeration

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

  14★ repo

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

• 4529

  Database record conditional update

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

  14★ repo

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

• 4530

  Database record retrieval

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

  14★ repo

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

• 4531

  Database repository retrieval

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

  14★ repo

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

• 4532

  Database schema design and implementation

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

  14★ repo

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

• 4533

  Database schema design for sequential media

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

  14★ repo

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

• 4534

  Database schema design for spectral data

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/database-schema-design-for-spectral-data · Skill

  14★ repo

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

• 4535

  Database similarity scoring

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

  14★ repo

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

• 4536

  Dataframe construction from backend sources

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

  14★ repo

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

• 4537

  Decoy database generation for metabolomics

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

  14★ repo

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

• 4538

  Django backend development

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

  14★ repo

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

• 4539

  Dna adduct compound database loading

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

  14★ repo

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

• 4540

  Domain specific masst api integration

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

  14★ repo

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

• 4541

  Drug database record extraction

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

  14★ repo

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

• 4542

  Eawag database rule application

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

  14★ repo

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

• 4543

  Eic data extraction from xcms

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/eic-data-extraction-from-xcms · Skill

  14★ repo

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

• 4544

  Exact mass database matching

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

  14★ repo

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

• 4545

  File api endpoint implementation

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

  14★ repo

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

• 4546

  File handler interface integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-handler-interface-integration · Skill

  14★ repo

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

• 4547

  Format agnostic data ingestion

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

  14★ repo

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

• 4548

  Formula database chemical noise sampling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/formula-database-chemical-noise-sampling · Skill

  14★ repo

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

• 4549

  Formula database querying

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

  14★ repo

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

• 4550

  Fragment ion database matching

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

  14★ repo

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

• 4551

  Fragmentation database construction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/fragmentation-database-construction · Skill

  14★ repo

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

• 4552

  Gallery benchmark data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gallery-benchmark-data-extraction · Skill

  14★ repo

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

• 4553

  Gcf table export

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gcf-table-export · Skill

  14★ repo

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

• 4554

  Github actions api integration

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

  14★ repo

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

• 4555

  Graph database indexing and serialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/graph-database-indexing-and-serialization · Skill

  14★ repo

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

• 4556

  Hierarchical database indexing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hierarchical-database-indexing · Skill

  14★ repo

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

• 4557

  Hmdb compound database manipulation

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

  14★ repo

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

• 4558

  Hmm profile database querying

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

  14★ repo

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

• 4559

  Http api endpoint design

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

  14★ repo

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

• 4560

  Http api integration testing

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

  14★ repo

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