2,002 of these skill files have been read, by 1,099 distinct authors, and what they tell an agent counted. What Plan & spec authors agree on, and what they forbid

• 4561

  Concentration matrix estimation gc ms

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/concentration-matrix-estimation-gc-ms · Skill

  14★ repo

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

• 4562

  Injection order direction specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/injection-order-direction-specification · Skill

  14★ repo

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

• 4563

  Missing data mechanism specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/missing-data-mechanism-specification · Skill

  14★ repo

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

• 4564

  Scalability extrapolation and throughput estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/scalability-extrapolation-and-throughput-estimation · Skill

  14★ repo

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

• 4565

  Baseline and noise level estimation from quartile statistics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/baseline-and-noise-level-estimation-from-quartile-statistics · Skill

  14★ repo

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

• 4566

  Collision cross section bias estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/collision-cross-section-bias-estimation · Skill

  14★ repo

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

• 4567

  Pandas dataframe column specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/pandas-dataframe-column-specification · Skill

  14★ repo

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

• 4568

  Baseline and noise level estimation from quartile statistics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/baseline-and-noise-level-estimation-from-quartile-statistics · Skill

  14★ repo

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

• 4569

  Baseline noise estimation chromatogram

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/baseline-noise-estimation-chromatogram · Skill

  14★ repo

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

• 4570

  Blank sample background interference estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/blank-sample-background-interference-estimation · Skill

  14★ repo

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

• 4571

  Box cox transformation parameter estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/box-cox-transformation-parameter-estimation · Skill

  14★ repo

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

• 4572

  Cascade search strategy for peptide identification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cascade-search-strategy-for-peptide-identification · Skill

  14★ repo

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

• 4573

  Cluster based candidate prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cluster-based-candidate-prioritization · Skill

  14★ repo

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

• 4574

  Component candidate prioritization filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/component-candidate-prioritization-filtering · Skill

  14★ repo

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

• 4575

  Connected component decomposition in mass spectrometry

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/connected-component-decomposition-in-mass-spectrometry · Skill

  14★ repo

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

• 4576

  Csv format specification compliance

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/csv-format-specification-compliance · Skill

  14★ repo

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

• 4577

  Dda fragmentation strategy parameterization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dda-fragmentation-strategy-parameterization · Skill

  14★ repo

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

• 4578

  Dda fragmentation strategy simulation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dda-fragmentation-strategy-simulation · Skill

  14★ repo

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

• 4579

  Dependency requirement validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dependency-requirement-validation · Skill

  14★ repo

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

• 4580

  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

• 4581

  Fragmentation strategy comparison across datasets

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/fragmentation-strategy-comparison-across-datasets · Skill

  14★ repo

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

• 4582

  Full scan acquisition strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/full-scan-acquisition-strategy · Skill

  14★ repo

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

• 4583

  Installation requirement validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/installation-requirement-validation · Skill

  14★ repo

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

• 4584

  Interactive plot construction mass spec

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/interactive-plot-construction-mass-spec · Skill

  14★ repo

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

• 4585

  Lipid library format specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lipid-library-format-specification · Skill

  14★ repo

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

• 4586

  Lipid structure specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/lipid-structure-specification · Skill

  14★ repo

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

• 4587

  Mass spec tolerance parameter application

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spec-tolerance-parameter-application · Skill

  14★ repo

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

• 4588

  Metabolic model constraint specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolic-model-constraint-specification · Skill

  14★ repo

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

• 4589

  Metabolite set decomposition plage

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-set-decomposition-plage · Skill

  14★ repo

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

• 4590

  Missing data mechanism specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/missing-data-mechanism-specification · Skill

  14★ repo

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

• 4591

  Missing value imputation strategy selection

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/missing-value-imputation-strategy-selection · Skill

  14★ repo

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

• 4592

  Ms dial export file specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms-dial-export-file-specification · Skill

  14★ repo

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

• 4593

  Ms dial peak character estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms-dial-peak-character-estimation · Skill

  14★ repo

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

• 4594

  Multiplexed spectrum decomposition

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multiplexed-spectrum-decomposition · Skill

  14★ repo

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

• 4595

  Network diffusion prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/network-diffusion-prioritization · Skill

  14★ repo

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

• 4596

  Open modification spectral search strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/open-modification-spectral-search-strategy · Skill

  14★ repo

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

• 4597

  Pairwise alignment with anchor prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pairwise-alignment-with-anchor-prioritization · Skill

  14★ repo

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

• 4598

  Pathway activity decomposition via plage

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pathway-activity-decomposition-via-plage · Skill

  14★ repo

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

• 4599

  Pathway activity decomposition via svd

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pathway-activity-decomposition-via-svd · Skill

  14★ repo

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

• 4600

  Pathway ranking and prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pathway-ranking-and-prioritization · Skill

  14★ repo

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

• 4601

  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

• 4602

  Pfas candidate prioritization by scoring

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pfas-candidate-prioritization-by-scoring · Skill

  14★ repo

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

• 4603

  Pfas feature prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pfas-feature-prioritization · Skill

  14★ repo

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

• 4604

  Ranked annotation prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranked-annotation-prioritization · Skill

  14★ repo

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

• 4605

  Ranked candidate prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranked-candidate-prioritization · Skill

  14★ repo

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

• 4606

  Retention time regression output specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-regression-output-specification · Skill

  14★ repo

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

• 4607

  Scalability extrapolation and throughput estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/scalability-extrapolation-and-throughput-estimation · Skill

  14★ repo

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

• 4608

  Set activity prioritization ranking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/set-activity-prioritization-ranking · Skill

  14★ repo

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

• 4609

  Singular value decomposition metabolomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/singular-value-decomposition-metabolomics · Skill

  14★ repo

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

• 4610

  Skyline import format specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/skyline-import-format-specification · Skill

  14★ repo

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

• 4611

  Statistical significance estimation mass spectrometry

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

  14★ repo

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

• 4612

  Uncertainty estimation across models

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/uncertainty-estimation-across-models · Skill

  14★ repo

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

• 4613

  Variance estimation within and between groups

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/variance-estimation-within-and-between-groups · Skill

  14★ repo

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

• 4614

  Binary format specification implementation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/binary-format-specification-implementation · Skill

  14★ repo

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

• 4615

  Cascade search strategy fdr control

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cascade-search-strategy-fdr-control · Skill

  14★ repo

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

• 4616

  Cascade search strategy implementation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cascade-search-strategy-implementation · Skill

  14★ repo

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

• 4617

  Chromatographic baseline estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatographic-baseline-estimation · Skill

  14★ repo

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

• 4618

  False discovery rate estimation untargeted

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/false-discovery-rate-estimation-untargeted · Skill

  14★ repo

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

• 4619

  Fdr aware psm retention strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/fdr-aware-psm-retention-strategy · Skill

  14★ repo

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

• 4620

  Ms signal correction strategy selection

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ms-signal-correction-strategy-selection · Skill

  14★ repo

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