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

• 3241

  Maximum weight matching optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/maximum-weight-matching-optimization · Skill

  14★ repo

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

• 3242

  Memory profiling and benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/memory-profiling-and-benchmarking · Skill

  14★ repo

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

• 3243

  Metabolite detection and acquisition performance benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-detection-and-acquisition-performance-benchmarking · Skill

  14★ repo

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

• 3244

  Metabolite rank performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-rank-performance-evaluation · Skill

  14★ repo

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

• 3245

  Metabolomic data preprocessing optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomic-data-preprocessing-optimization · Skill

  14★ repo

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

• 3246

  Metabolomics model performance comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomics-model-performance-comparison · Skill

  14★ repo

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

• 3247

  Metadata column profiling across datasets

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metadata-column-profiling-across-datasets · Skill

  14★ repo

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

• 3248

  Model performance evaluation roc curves

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-performance-evaluation-roc-curves · Skill

  14★ repo

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

• 3249

  Model training and hyperparameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-training-and-hyperparameter-optimization · Skill

  14★ repo

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

• 3250

  Model validation and performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-validation-and-performance-evaluation · Skill

  14★ repo

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

• 3251

  Modularity optimization clustering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/modularity-optimization-clustering · Skill

  14★ repo

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

• 3252

  Molecular conformer generation and optimization

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

• 3253

  Molecular geometry optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-geometry-optimization · Skill

  14★ repo

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

• 3254

  Morphological alignment optimization

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

  14★ repo

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

• 3255

  Motif pseudo spectra optimization filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/motif-pseudo-spectra-optimization-filtering · Skill

  14★ repo

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

• 3256

  Msi data processing speed measurement

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msi-data-processing-speed-measurement · Skill

  14★ repo

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

• 3257

  Multi class performance metric computation

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

  14★ repo

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

• 3258

  Multi criteria performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-criteria-performance-evaluation · Skill

  14★ repo

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

• 3259

  Multi regime model performance comparison visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-regime-model-performance-comparison-visualization · Skill

  14★ repo

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

• 3260

  Multi window mass range parameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-window-mass-range-parameter-optimization · Skill

  14★ repo

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

• 3261

  Neural network hyperparameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/neural-network-hyperparameter-optimization · Skill

  14★ repo

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

• 3262

  Neural network threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/neural-network-threshold-optimization · Skill

  14★ repo

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

• 3263

  Noise artifact reduction optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/noise-artifact-reduction-optimization · Skill

  14★ repo

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

• 3264

  Pareto front multi objective optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pareto-front-multi-objective-optimization · Skill

  14★ repo

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

• 3265

  Peak detection cwt optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-detection-cwt-optimization · Skill

  14★ repo

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

• 3266

  Peak detection optimization free

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-detection-optimization-free · Skill

  14★ repo

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

• 3267

  Peak detection parameter optimization

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

  14★ repo

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

• 3268

  Peak height threshold optimization

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

  14★ repo

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

• 3269

  Peak integration parameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-integration-parameter-optimization · Skill

  14★ repo

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

• 3270

  Peak intensity threshold optimization

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

  14★ repo

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

• 3271

  Peak parameter optimization for targeted compounds

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-parameter-optimization-for-targeted-compounds · Skill

  14★ repo

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

• 3272

  Peak picking performance benchmarking

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

  14★ repo

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

• 3273

  Peak quality classifier optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/peak-quality-classifier-optimization · Skill

  14★ repo

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

• 3274

  Per root metabolite profiling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/per-root-metabolite-profiling · Skill

  14★ repo

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

• 3275

  Performance benchmark execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/performance-benchmark-execution · Skill

  14★ repo

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

• 3276

  Performance benchmarking computational systems

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

  14★ repo

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

• 3277

  Performance degradation quantification and analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/performance-degradation-quantification-and-analysis · Skill

  14★ repo

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

• 3278

  Performance metric aggregation and display

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/performance-metric-aggregation-and-display · Skill

  14★ repo

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

• 3279

  Performance metric comparison across backends

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/performance-metric-comparison-across-backends · Skill

  14★ repo

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

• 3280

  Performance metric extraction from publications

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

• 3281

  Performance threshold filtering and analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/performance-threshold-filtering-and-analysis · Skill

  14★ repo

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

• 3282

  Precision recall optimization in spectral annotation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/precision-recall-optimization-in-spectral-annotation · Skill

  14★ repo

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

• 3283

  Preprocessing pipeline parameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/preprocessing-pipeline-parameter-optimization · Skill

  14★ repo

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

• 3284

  Pytorch model training and optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/pytorch-model-training-and-optimization · Skill

  14★ repo

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

• 3285

  Quality control threshold optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/quality-control-threshold-optimization · Skill

  14★ repo

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

• 3286

  Query latency throughput measurement

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/query-latency-throughput-measurement · Skill

  14★ repo

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

• 3287

  Rank performance metric computation

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

  14★ repo

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

• 3288

  Ranking performance evaluation

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

  14★ repo

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

• 3289

  Ranking task loss optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ranking-task-loss-optimization · Skill

  14★ repo

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

• 3290

  Rapid spectrum retrieval optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rapid-spectrum-retrieval-optimization · Skill

  14★ repo

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

• 3291

  Raw data throughput benchmarking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/raw-data-throughput-benchmarking · Skill

  14★ repo

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

• 3292

  Regression performance evaluation

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

  14★ repo

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

• 3293

  Regression performance metric computation

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

  14★ repo

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

• 3294

  Rendering speed profiling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rendering-speed-profiling · Skill

  14★ repo

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

• 3295

  Retention time prediction optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-prediction-optimization · Skill

  14★ repo

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

• 3296

  Root developmental tissue profiling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/root-developmental-tissue-profiling · Skill

  14★ repo

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

• 3297

  Rsd threshold parameter optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/rsd-threshold-parameter-optimization · Skill

  14★ repo

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

• 3298

  Runtime performance benchmarking

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

  14★ repo

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

• 3299

  Runtime performance profiling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/runtime-performance-profiling · Skill

  14★ repo

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

• 3300

  S4 class object memory profiling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/s4-class-object-memory-profiling · Skill

  14★ repo

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