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

• 4441

  Ms signal correction strategy selection

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

• 4442

  Pairwise alignment with anchor prioritization

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

• 4443

  Pathway activity decomposition via plage

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

• 4444

  Pathway ranking and prioritization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pathway-ranking-and-prioritization · Skill

  14★ repo

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

• 4445

  Permutation test p value estimation

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

• 4446

  Pfas feature prioritization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pfas-feature-prioritization · Skill

  14★ repo

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

• 4447

  Scalability extrapolation and throughput estimation

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

• 4448

  Singular value decomposition metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/singular-value-decomposition-metabolomics · Skill

  14★ repo

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

• 4449

  Technical specification tabulation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/technical-specification-tabulation · Skill

  14★ repo

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

• 4450

  Api specification extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-specification-extraction · Skill

  14★ repo

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

• 4451

  Baseline and noise level estimation from quartile statistics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4452

  Baseline noise estimation chromatogram

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/baseline-noise-estimation-chromatogram · Skill

  14★ repo

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

• 4453

  Batch design specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/batch-design-specification · Skill

  14★ repo

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

• 4454

  Binary format specification implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/binary-format-specification-implementation · Skill

  14★ repo

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

• 4455

  Blank sample background interference estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4456

  Box cox transformation parameter estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4457

  Cascade search strategy fdr control

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4458

  Cascade search strategy for peptide identification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4459

  Cascade search strategy implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cascade-search-strategy-implementation · Skill

  14★ repo

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

• 4460

  Chromatographic baseline estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/chromatographic-baseline-estimation · Skill

  14★ repo

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

• 4461

  Cluster based candidate prioritization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cluster-based-candidate-prioritization · Skill

  14★ repo

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

• 4462

  Collision cross section bias estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4463

  Component candidate prioritization filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/component-candidate-prioritization-filtering · Skill

  14★ repo

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

• 4464

  Concentration matrix estimation gc ms

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4465

  Connected component decomposition and pruning

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/connected-component-decomposition-and-pruning · Skill

  14★ repo

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

• 4466

  Connected component decomposition in mass spectrometry

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4467

  Converter specification validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/converter-specification-validation · Skill

  14★ repo

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

• 4468

  Cross validation strategy selection

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-strategy-selection · Skill

  14★ repo

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

• 4469

  Csv format specification compliance

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/csv-format-specification-compliance · Skill

  14★ repo

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

• 4470

  Cyp450 enzyme list specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cyp450-enzyme-list-specification · Skill

  14★ repo

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

• 4471

  Dda fragmentation strategy parameterization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dda-fragmentation-strategy-parameterization · Skill

  14★ repo

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

• 4472

  Dda fragmentation strategy simulation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dda-fragmentation-strategy-simulation · Skill

  14★ repo

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

• 4473

  Dependency requirement validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dependency-requirement-validation · Skill

  14★ repo

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

• 4474

  Dependency version specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dependency-version-specification · Skill

  14★ repo

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

• 4475

  Dynamic exclusion weighting strategy evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4476

  Effect size estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/effect-size-estimation · Skill

  14★ repo

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

• 4477

  Electrophoretic system parameter specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/electrophoretic-system-parameter-specification · Skill

  14★ repo

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

• 4478

  Experiment design specification for clustering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/experiment-design-specification-for-clustering · Skill

  14★ repo

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

• 4479

  False discovery rate estimation untargeted

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4480

  Fdr aware psm retention strategy

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4481

  File format specification compliance

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-format-specification-compliance · Skill

  14★ repo

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

• 4482

  Fragmentation strategy comparison across datasets

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4483

  Full scan acquisition strategy

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/full-scan-acquisition-strategy · Skill

  14★ repo

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

• 4484

  Fusion pooling strategy implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/fusion-pooling-strategy-implementation · Skill

  14★ repo

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

• 4485

  Group specification and subsetting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/group-specification-and-subsetting · Skill

  14★ repo

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

• 4486

  Hardware specification documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hardware-specification-documentation · Skill

  14★ repo

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

• 4487

  Hdf5 file structure specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hdf5-file-structure-specification · Skill

  14★ repo

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

• 4488

  Hierarchical normalisation strategy

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hierarchical-normalisation-strategy · Skill

  14★ repo

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

• 4489

  Hybrid model fusion strategy

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/hybrid-model-fusion-strategy · Skill

  14★ repo

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

• 4490

  Injection order direction specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/injection-order-direction-specification · Skill

  14★ repo

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

• 4491

  Installation requirement validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/installation-requirement-validation · Skill

  14★ repo

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

• 4492

  Interactive plot construction mass spec

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4493

  Linear model design matrix specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/linear-model-design-matrix-specification · Skill

  14★ repo

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

• 4494

  Linear model formula specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/linear-model-formula-specification · Skill

  14★ repo

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

• 4495

  Lipid library format specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/lipid-library-format-specification · Skill

  14★ repo

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

• 4496

  Lipid structure specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/lipid-structure-specification · Skill

  14★ repo

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

• 4497

  Masked modeling pre training strategy

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/masked-modeling-pre-training-strategy · Skill

  14★ repo

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

• 4498

  Mass spec tolerance parameter application

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/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

• 4499

  Memory mapped file selection strategy

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/memory-mapped-file-selection-strategy · Skill

  14★ repo

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

• 4500

  Meta analysis effect size estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/meta-analysis-effect-size-estimation · Skill

  14★ repo

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