3,158 of these skill files have been read, by 1,637 distinct authors, and what they tell an agent counted. What Docs & writing authors agree on, and what they forbid

• 8101

  Nmr metabolomic quality control reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nmr-metabolomic-quality-control-reporting · Skill

  14★ repo

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

• 8102

  Object oriented design analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/object-oriented-design-analysis · Skill

  14★ repo

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

• 8103

  Openapi schema generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/openapi-schema-generation · Skill

  14★ repo

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

• 8104

  Parser error reporting diagnostics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/parser-error-reporting-diagnostics · Skill

  14★ repo

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

• 8105

  Peak boundary localization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-boundary-localization · Skill

  14★ repo

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

• 8106

  Peak center coordinate localization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-center-coordinate-localization · Skill

  14★ repo

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

• 8107

  Quality control report generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/quality-control-report-generation · Skill

  14★ repo

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

• 8108

  Query language grammar design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/query-language-grammar-design · Skill

  14★ repo

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

• 8109

  Random seed reproducibility documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/random-seed-reproducibility-documentation · Skill

  14★ repo

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

• 8110

  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

• 8111

  Signal peptide prediction and localization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/signal-peptide-prediction-and-localization · Skill

  14★ repo

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

• 8112

  Smiles string translation and standardization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/smiles-string-translation-and-standardization · Skill

  14★ repo

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

• 8113

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/software-architecture-documentation-review · Skill

  14★ repo

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

• 8114

  Spectral document representation handling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-document-representation-handling · Skill

  14★ repo

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

• 8115

  Spectrum document conversion peak loss representation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-document-conversion-peak-loss-representation · Skill

  14★ repo

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

• 8116

  Spectrum peak counting and reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-peak-counting-and-reporting · Skill

  14★ repo

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

• 8117

  Status value parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/status-value-parsing · Skill

  14★ repo

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

• 8118

  Structured data compilation from readme

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structured-data-compilation-from-readme · Skill

  14★ repo

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

• 8119

  Structured report generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structured-report-generation · Skill

  14★ repo

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

• 8120

  System configuration documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/system-configuration-documentation · Skill

  14★ repo

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

• 8121

  Test result parsing and reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-result-parsing-and-reporting · Skill

  14★ repo

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

• 8122

  Test suite pass fail reporting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/test-suite-pass-fail-reporting · Skill

  14★ repo

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

• 8123

  Tree to query translation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tree-to-query-translation · Skill

  14★ repo

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

• 8124

  Validation report generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validation-report-generation · Skill

  14★ repo

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

• 8125

  Web application documentation mining

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/web-application-documentation-mining · Skill

  14★ repo

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

• 8126

  Workflow architecture documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/workflow-architecture-documentation · Skill

  14★ repo

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

• 8127

  Ms vendor documentation extraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/ms-vendor-documentation-extraction · Skill

  14★ repo

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

• 8128

  Nmr metabolomic quality control reporting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/nmr-metabolomic-quality-control-reporting · Skill

  14★ repo

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

• 8129

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/software-architecture-documentation-review · Skill

  14★ repo

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

• 8130

  Spectrum document conversion peak loss representation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectrum-document-conversion-peak-loss-representation · Skill

  14★ repo

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

• 8131

  Spectrum peak counting and reporting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectrum-peak-counting-and-reporting · Skill

  14★ repo

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

• 8132

  Comparative omics report generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/comparative-omics-report-generation · Skill

  14★ repo

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

• 8133

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/software-architecture-documentation-review · Skill

  14★ repo

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

• 8134

  Bag of words document representation generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/bag-of-words-document-representation-generation · Skill

  14★ repo

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

• 8135

  Changelog maintenance and documentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/changelog-maintenance-and-documentation · Skill

  14★ repo

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

• 8136

  Chemical structure transformation documentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-structure-transformation-documentation · Skill

  14★ repo

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

• 8137

  Comparative omics report generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/comparative-omics-report-generation · Skill

  14★ repo

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

• 8138

  Cross workflow format translation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-workflow-format-translation · Skill

  14★ repo

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

• 8139

  Document structure verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/document-structure-verification · Skill

  14★ repo

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

• 8140

  Error report generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/error-report-generation · Skill

  14★ repo

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

• 8141

  File format writing mzml

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-format-writing-mzml · Skill

  14★ repo

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

• 8142

  Json document enrichment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/json-document-enrichment · Skill

  14★ repo

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

• 8143

  Memo ms api usage and parameter configuration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/memo-ms-api-usage-and-parameter-configuration · Skill

  14★ repo

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

• 8144

  Modification site localization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/modification-site-localization · Skill

  14★ repo

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

• 8145

  Mzml file format writing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mzml-file-format-writing · Skill

  14★ repo

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

• 8146

  Nmr metabolomic quality control reporting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/nmr-metabolomic-quality-control-reporting · Skill

  14★ repo

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

• 8147

  Peak boundary localization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/peak-boundary-localization · Skill

  14★ repo

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

• 8148

  Quality control report generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/quality-control-report-generation · Skill

  14★ repo

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

• 8149

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/software-architecture-documentation-review · Skill

  14★ repo

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

• 8150

  Spectral document representation handling

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-document-representation-handling · Skill

  14★ repo

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

• 8151

  Spectrum peak counting and reporting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-peak-counting-and-reporting · Skill

  14★ repo

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

• 8152

  Tree to query translation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tree-to-query-translation · Skill

  14★ repo

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

• 8153

  Web application documentation mining

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/web-application-documentation-mining · Skill

  14★ repo

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

• 8154

  Workflow architecture documentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/workflow-architecture-documentation · Skill

  14★ repo

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

• 8155

  Analytical pipeline feature documentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/analytical-pipeline-feature-documentation · Skill

  14★ repo

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

• 8156

  Benchmark table generation and reporting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/benchmark-table-generation-and-reporting · Skill

  14★ repo

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

• 8157

  Build status documentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/build-status-documentation · Skill

  14★ repo

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

• 8158

  Domain specific language grammar design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/domain-specific-language-grammar-design · Skill

  14★ repo

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

• 8159

  File format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/file-format-validation · Skill

  14★ repo

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

• 8160

  Lexical tokenization and grammar design

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/lexical-tokenization-and-grammar-design · Skill

  14★ repo

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