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

• 4441

  Backend compatibility verification visualization library

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/backend-compatibility-verification-visualization-library · Skill

  14★ repo

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

• 4442

  Backend performance benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/backend-performance-benchmarking · Skill

  14★ repo

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

• 4443

  Backend performance tradeoff analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/backend-performance-tradeoff-analysis · Skill

  14★ repo

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

• 4444

  Backend routing and dispatch

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/backend-routing-and-dispatch · Skill

  14★ repo

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

• 4445

  Badge endpoint retrieval

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/badge-endpoint-retrieval · Skill

  14★ repo

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

• 4446

  Batch corrected data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/batch-corrected-data-extraction · Skill

  14★ repo

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

• 4447

  Chemical name normalization and publish database integration

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

• 4448

  Cross database structural homology matching

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

• 4449

  Custom code execution in data pipeline

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

• 4450

  Database accessor initialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/database-accessor-initialization · Skill

  14★ repo

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

• 4451

  Database metadata enumeration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/database-metadata-enumeration · Skill

  14★ repo

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

• 4452

  Database schema design and implementation

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

• 4453

  Database schema design for sequential media

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

• 4454

  Dataframe construction from backend sources

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

• 4455

  File handler interface integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/file-handler-interface-integration · Skill

  14★ repo

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

• 4456

  Fragment ion database matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/fragment-ion-database-matching · Skill

  14★ repo

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

• 4457

  Github actions api integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/github-actions-api-integration · Skill

  14★ repo

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

• 4458

  Http api integration testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/http-api-integration-testing · Skill

  14★ repo

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

• 4459

  Http endpoint identification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/http-endpoint-identification · Skill

  14★ repo

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

• 4460

  Json response parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/json-response-parsing · Skill

  14★ repo

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

• 4461

  Mass spectrometry data extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-data-extraction · Skill

  14★ repo

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

• 4462

  Mass spectrometry visualization backend comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-visualization-backend-comparison · Skill

  14★ repo

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

• 4463

  Mass spectrum database matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrum-database-matching · Skill

  14★ repo

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

• 4464

  Matplotlib bokeh plotly backend switching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matplotlib-bokeh-plotly-backend-switching · Skill

  14★ repo

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

• 4465

  Metabologenomic database construction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabologenomic-database-construction · Skill

  14★ repo

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

• 4466

  Metabolomics database search and formula matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolomics-database-search-and-formula-matching · Skill

  14★ repo

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

• 4467

  Molecular formula database filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/molecular-formula-database-filtering · Skill

  14★ repo

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

• 4468

  Motif database lookup and retrieval

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/motif-database-lookup-and-retrieval · Skill

  14★ repo

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

• 4469

  Ms backend api implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ms-backend-api-implementation · Skill

  14★ repo

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

• 4470

  Natural product database validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/natural-product-database-validation · Skill

  14★ repo

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

• 4471

  Pathway database filtering by detection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pathway-database-filtering-by-detection · Skill

  14★ repo

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

• 4472

  Pathway database integration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pathway-database-integration · Skill

  14★ repo

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

• 4473

  Pathway database querying

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

  14★ repo

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

• 4474

  Peak data extraction and formatting

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

• 4475

  Polymorphic class dispatch in python

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

• 4476

  R parallel backend configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-parallel-backend-configuration · Skill

  14★ repo

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

• 4477

  Raw file data extraction via api

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

• 4478

  Rest api contract documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/rest-api-contract-documentation · Skill

  14★ repo

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

• 4479

  Rest api endpoint querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/rest-api-endpoint-querying · Skill

  14★ repo

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

• 4480

  Restful api endpoint invocation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/restful-api-endpoint-invocation · Skill

  14★ repo

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

• 4481

  Retention index extraction from nist database

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

• 4482

  Ripp peptide sequence database construction

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

• 4483

  Rippp structure database matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/rippp-structure-database-matching · Skill

  14★ repo

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

• 4484

  S4 class extension for backend implementation

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

• 4485

  Singularity container backend setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/singularity-container-backend-setup · Skill

  14★ repo

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

• 4486

  Spectra data extraction and subsetting

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

• 4487

  Spectral library database querying

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

  14★ repo

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

• 4488

  Sqlite query execution and cursor management

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

• 4489

  Tensorflow serving endpoint querying

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

  14★ repo

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

• 4490

  Web application endpoint mapping

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

  14★ repo

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

• 4491

  Web service api integration

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

  14★ repo

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

• 4492

  Xml element parsing and object serialization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/xml-element-parsing-and-object-serialization · Skill

  14★ repo

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

• 4493

  Accurate mass database search

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

  14★ repo

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

• 4494

  Aif spectrum fragment database matching

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

  14★ repo

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

• 4495

  Api endpoint communication

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

  14★ repo

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

• 4496

  Api error handling and rate limiting

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

  14★ repo

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

• 4497

  Api query routing conditional per database

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

  14★ repo

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

• 4498

  Backend compatibility verification visualization library

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

  14★ repo

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

• 4499

  Backend merging and concatenation

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

  14★ repo

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

• 4500

  Backend performance benchmarking

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

  14★ repo

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