1,026 of these skill files have been read, by 803 distinct authors, and what they tell an agent counted. What Performance & cost authors agree on, and what they forbid

• 3301

  Scalability extrapolation and throughput estimation

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

• 3302

  Screening performance metric computation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/screening-performance-metric-computation · Skill

  14★ repo

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

• 3303

  Search mode configuration optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/search-mode-configuration-optimization · Skill

  14★ repo

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

• 3304

  Search performance benchmarking

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

  14★ repo

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

• 3305

  Separation efficiency calculation from retention times

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/separation-efficiency-calculation-from-retention-times · Skill

  14★ repo

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

• 3306

  Silhouette analysis threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/silhouette-analysis-threshold-optimization · Skill

  14★ repo

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

• 3307

  Software performance characterization and scaling analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/software-performance-characterization-and-scaling-analysis · Skill

  14★ repo

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

• 3308

  Spectral alignment optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-alignment-optimization · Skill

  14★ repo

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

• 3309

  Spectral peak frequency threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-peak-frequency-threshold-optimization · Skill

  14★ repo

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

• 3310

  Spectral search performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-search-performance-evaluation · Skill

  14★ repo

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

• 3311

  Spectrum alignment performance benchmarking

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

  14★ repo

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

• 3312

  Spectrum processing throughput benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-processing-throughput-benchmarking · Skill

  14★ repo

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

• 3313

  Sphinx gallery execution and performance profiling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/sphinx-gallery-execution-and-performance-profiling · Skill

  14★ repo

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

• 3314

  Sql query optimization for similarity search

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/sql-query-optimization-for-similarity-search · Skill

  14★ repo

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

• 3315

  Tanimoto score threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tanimoto-score-threshold-optimization · Skill

  14★ repo

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

• 3316

  Targeted metabolite detection parameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/targeted-metabolite-detection-parameter-optimization · Skill

  14★ repo

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

• 3317

  Tensorflow cpu runtime parameter tuning

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tensorflow-cpu-runtime-parameter-tuning · Skill

  14★ repo

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

• 3318

  Thread utilization profiling and validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/thread-utilization-profiling-and-validation · Skill

  14★ repo

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

• 3319

  Throughput optimization ms querying

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/throughput-optimization-ms-querying · Skill

  14★ repo

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

• 3320

  Topic modeling hyperparameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/topic-modeling-hyperparameter-optimization · Skill

  14★ repo

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

• 3321

  Tree structure optimization for metabolite deconvolution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tree-structure-optimization-for-metabolite-deconvolution · Skill

  14★ repo

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

• 3322

  Visualization comparative performance metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/visualization-comparative-performance-metrics · Skill

  14★ repo

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

• 3323

  Weighted loss function optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/weighted-loss-function-optimization · Skill

  14★ repo

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

• 3324

  Xcms parameter optimization msw

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/xcms-parameter-optimization-msw · Skill

  14★ repo

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

• 3325

  Chain pruning threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/chain-pruning-threshold-optimization · Skill

  14★ repo

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

• 3326

  Independent filtering optimization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/independent-filtering-optimization · Skill

  14★ repo

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

• 3327

  Gradient performance encoding

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/gradient-performance-encoding · Skill

  14★ repo

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

• 3328

  Cohort stratified metabolic performance analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/cohort-stratified-metabolic-performance-analysis · Skill

  14★ repo

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

• 3329

  Hierarchical clustering parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/hierarchical-clustering-parameter-optimization · Skill

  14★ repo

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

• 3330

  Least squares optimization spectral deconvolution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/least-squares-optimization-spectral-deconvolution · Skill

  14★ repo

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

• 3331

  Metabolite rank performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/metabolite-rank-performance-evaluation · Skill

  14★ repo

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

• 3332

  Noise artifact reduction optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/noise-artifact-reduction-optimization · Skill

  14★ repo

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

• 3333

  Peak detection cwt optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/peak-detection-cwt-optimization · Skill

  14★ repo

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

• 3334

  Peak integration parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/peak-integration-parameter-optimization · Skill

  14★ repo

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

• 3335

  Performance metric extraction from publications

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/performance-metric-extraction-from-publications · Skill

  14★ repo

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

• 3336

  Rank performance metric computation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/rank-performance-metric-computation · Skill

  14★ repo

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

• 3337

  Ranking task loss optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/ranking-task-loss-optimization · Skill

  14★ repo

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

• 3338

  Retention time prediction optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/retention-time-prediction-optimization · Skill

  14★ repo

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

• 3339

  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

• 3340

  Xcms parameter optimization msw

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/xcms-parameter-optimization-msw · Skill

  14★ repo

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

• 3341

  Collision energy optimization for fragmentation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/collision-energy-optimization-for-fragmentation · Skill

  14★ repo

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

• 3342

  Extraction parameter optimization ppm retention time ion mobility

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/extraction-parameter-optimization-ppm-retention-time-ion-mobility · Skill

  14★ repo

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

• 3343

  Hierarchical clustering parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/hierarchical-clustering-parameter-optimization · Skill

  14★ repo

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

• 3344

  In memory optimization for large datasets

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/in-memory-optimization-for-large-datasets · Skill

  14★ repo

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

• 3345

  Inference performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/inference-performance-benchmarking · Skill

  14★ repo

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

• 3346

  Mass spectrometry metadata caching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-spectrometry-metadata-caching · Skill

  14★ repo

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

• 3347

  Molecular conformer generation and optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/molecular-conformer-generation-and-optimization · Skill

  14★ repo

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

• 3348

  Peak detection cwt optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/peak-detection-cwt-optimization · Skill

  14★ repo

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

• 3349

  Peak integration parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/peak-integration-parameter-optimization · Skill

  14★ repo

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

• 3350

  Preprocessing pipeline parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/preprocessing-pipeline-parameter-optimization · Skill

  14★ repo

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

• 3351

  Regression performance metric computation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-performance-metric-computation · Skill

  14★ repo

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

• 3352

  Algorithm performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/algorithm-performance-benchmarking · Skill

  14★ repo

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

• 3353

  Annotation benchmark performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/annotation-benchmark-performance-evaluation · Skill

  14★ repo

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

• 3354

  Baseline comparison performance benchmarking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/baseline-comparison-performance-benchmarking · Skill

  14★ repo

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

• 3355

  Batch construction parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-construction-parameter-optimization · Skill

  14★ repo

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

• 3356

  Bayesian optimization acquisition function selection

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/bayesian-optimization-acquisition-function-selection · Skill

  14★ repo

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

• 3357

  Beam search decoding optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/beam-search-decoding-optimization · Skill

  14★ repo

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

• 3358

  Benchmarking and comparative performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/benchmarking-and-comparative-performance-evaluation · Skill

  14★ repo

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

• 3359

  Binary cross entropy loss optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/binary-cross-entropy-loss-optimization · Skill

  14★ repo

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

• 3360

  Blind search mode parameter optimization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/blind-search-mode-parameter-optimization · Skill

  14★ repo

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