1,452 of these skill files have been read, by 964 distinct authors, and what they tell an agent counted. What Test authors agree on, and what they forbid

• 4921

  Training validation test set allocation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/training-validation-test-set-allocation · Skill

  14★ repo

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

• 4922

  Two layer architecture dispatch testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/two-layer-architecture-dispatch-testing · Skill

  14★ repo

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

• 4923

  Unit test coverage for conditional workflows

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-coverage-for-conditional-workflows · Skill

  14★ repo

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

• 4924

  Unit test design for analytical chemistry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-analytical-chemistry · Skill

  14★ repo

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

• 4925

  Unit test design for biochemical filters

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-biochemical-filters · Skill

  14★ repo

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

• 4926

  Unit test design for cheminformatics algorithms

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-cheminformatics-algorithms · Skill

  14★ repo

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

• 4927

  Unit test design for cheminformatics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-cheminformatics · Skill

  14★ repo

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

• 4928

  Unit test design for data processing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-data-processing · Skill

  14★ repo

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

• 4929

  Unit test design for data structure classes

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-data-structure-classes · Skill

  14★ repo

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

• 4930

  Unit test design for file parsing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-file-parsing · Skill

  14★ repo

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

• 4931

  Unit test design for model parameters

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-model-parameters · Skill

  14★ repo

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

• 4932

  Unit test design for scoring metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-for-scoring-metrics · Skill

  14★ repo

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

• 4933

  Unit test design pytest

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-design-pytest · Skill

  14★ repo

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

• 4934

  Unit test development for spectral loaders

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-development-for-spectral-loaders · Skill

  14★ repo

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

• 4935

  Unit test fixture design and execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-fixture-design-and-execution · Skill

  14★ repo

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

• 4936

  Unit test validation for preprocessing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-validation-for-preprocessing · Skill

  14★ repo

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

• 4937

  Unit test validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-test-validation · Skill

  14★ repo

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

• 4938

  Unit testing conditional branches

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/unit-testing-conditional-branches · Skill

  14★ repo

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

• 4939

  Univariate statistical testing for metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/univariate-statistical-testing-for-metabolomics · Skill

  14★ repo

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

• 4940

  Validation test design for biochemical identifiers

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/validation-test-design-for-biochemical-identifiers · Skill

  14★ repo

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

• 4941

  Vocabulary coverage validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/vocabulary-coverage-validation · Skill

  14★ repo

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

• 4942

  Ci pipeline reproducibility verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/ci-pipeline-reproducibility-verification · Skill

  14★ repo

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

• 4943

  Differential splicing statistical testing

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/differential-splicing-statistical-testing · Skill

  14★ repo

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

• 4944

  Gene expression statistical testing

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/gene-expression-statistical-testing · Skill

  14★ repo

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

• 4945

  Git repository cloning and fork management

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/git-repository-cloning-and-fork-management · Skill

  14★ repo

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

• 4946

  Independent filtering multiple testing correction

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/independent-filtering-multiple-testing-correction · Skill

  14★ repo

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

• 4947

  Multiple testing correction visualization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/multiple-testing-correction-visualization · Skill

  14★ repo

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

• 4948

  Pytest test suite execution and result interpretation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/pytest-test-suite-execution-and-result-interpretation · Skill

  14★ repo

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

• 4949

  Statistical hypothesis testing rna seq

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/statistical-hypothesis-testing-rna-seq · Skill

  14★ repo

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

• 4950

  Statistical ranking wilcoxon test

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/statistical-ranking-wilcoxon-test · Skill

  14★ repo

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

• 4951

  Test failure diagnosis and logging analysis

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/test-failure-diagnosis-and-logging-analysis · Skill

  14★ repo

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

• 4952

  Msp file parsing edge case handling

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/msp-file-parsing-edge-case-handling · Skill

  14★ repo

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

• 4953

  Spectral coverage and intensity metric computation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/spectral-coverage-and-intensity-metric-computation · Skill

  14★ repo

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

• 4954

  Unit test fixture design and execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/unit-test-fixture-design-and-execution · Skill

  14★ repo

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

• 4955

  Corpus size coverage scaling analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/corpus-size-coverage-scaling-analysis · Skill

  14★ repo

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

• 4956

  Module coverage mapping

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/module-coverage-mapping · Skill

  14★ repo

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

• 4957

  Train validation test split management

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/train-validation-test-split-management · Skill

  14★ repo

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

• 4958

  Lipid class coverage assessment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/lipid-class-coverage-assessment · Skill

  14★ repo

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

• 4959

  Module coverage mapping

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/module-coverage-mapping · Skill

  14★ repo

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

• 4960

  Chemical coverage optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-coverage-optimization · Skill

  14★ repo

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

• 4961

  Chromatographic window coverage assessment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chromatographic-window-coverage-assessment · Skill

  14★ repo

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

• 4962

  Ci cd pipeline orchestration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ci-cd-pipeline-orchestration · Skill

  14★ repo

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

• 4963

  Corpus size coverage scaling analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/corpus-size-coverage-scaling-analysis · Skill

  14★ repo

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

• 4964

  Coverage accuracy metric computation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/coverage-accuracy-metric-computation · Skill

  14★ repo

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

• 4965

  Dataset train test split validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dataset-train-test-split-validation · Skill

  14★ repo

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

• 4966

  Deep learning model inference on test sets

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/deep-learning-model-inference-on-test-sets · Skill

  14★ repo

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

• 4967

  Dynamic exclusion weighting strategy evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dynamic-exclusion-weighting-strategy-evaluation · Skill

  14★ repo

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

• 4968

  Encoder decoder end to end training

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/encoder-decoder-end-to-end-training · Skill

  14★ repo

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

• 4969

  File format robustness testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-format-robustness-testing · Skill

  14★ repo

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

• 4970

  Interactive application accessibility testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/interactive-application-accessibility-testing · Skill

  14★ repo

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

• 4971

  Lipid coverage assessment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lipid-coverage-assessment · Skill

  14★ repo

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

• 4972

  Mass spectrometry data statistical testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-data-statistical-testing · Skill

  14★ repo

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

• 4973

  Metabolite fold change statistical testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-fold-change-statistical-testing · Skill

  14★ repo

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

• 4974

  Metabolomic feature statistical hypothesis testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolomic-feature-statistical-hypothesis-testing · Skill

  14★ repo

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

• 4975

  Module coverage mapping

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/module-coverage-mapping · Skill

  14★ repo

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

• 4976

  Ms ms spectrum statistical significance testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms-ms-spectrum-statistical-significance-testing · Skill

  14★ repo

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

• 4977

  Numerical equivalence testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/numerical-equivalence-testing · Skill

  14★ repo

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

• 4978

  Permutation test p value estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/permutation-test-p-value-estimation · Skill

  14★ repo

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

• 4979

  Pipeline end to end execution and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pipeline-end-to-end-execution-and-validation · Skill

  14★ repo

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

• 4980

  R6 class object mutation testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/r6-class-object-mutation-testing · Skill

  14★ repo

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